{
  "forecast_id": "to_fcst_20260719_2218",
  "hazard": "tornado",
  "issued_at": "2026-07-19T22:18:31Z",
  "model_version": "tornado_storm_v1_0",
  "forecast_horizon_hours": 24,
  "scoring_tier": "tier1_ml",
  "scoring_tier_label": "ML (pre-trained gradient-boosted trees)",
  "coherence_source": "hrrr",
  "n_active_storms": 359,
  "top_probability": 0.0069,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "3584",
      "lat": 35.0645,
      "lon": -77.1282,
      "motion_east": 7.5,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3254.0,
      "ebshear": 26.0,
      "srh01": 139.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2631
        },
        {
          "name": "alignment",
          "value": 0.7167
        },
        {
          "name": "tau",
          "value": 3.132
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4325
      },
      "coherence_score": 3.132047414779663,
      "coherence_diagnostics": {
        "tau": 3.132047414779663,
        "grad_tau": 0.164936825633049,
        "torsion": 0.0,
        "alignment": 0.7167018055915833,
        "S_field": 1.18174409866333,
        "Gamma_field": 0.33715128898620605,
        "S_over_Gamma": 3.5050854682922363,
        "Da": 20.825725555419922,
        "E_coh": 1.0025988817214966,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.13,
              35.1
            ],
            [
              -77.1,
              35.1
            ],
            [
              -77.08,
              35.08
            ],
            [
              -77.08,
              35.07
            ],
            [
              -77.13,
              35.02
            ],
            [
              -77.16,
              35.02
            ],
            [
              -77.16,
              35.03
            ],
            [
              -77.14,
              35.05
            ],
            [
              -77.15,
              35.06
            ],
            [
              -77.15,
              35.08
            ],
            [
              -77.13,
              35.1
            ]
          ]
        ]
      },
      "raw_probability": 0.4325,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9bb33552f45c5b551b38b40e76c07708876a2d637e92ccf23fcbb599fdcd91df",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.4325,
        "probability": 0.006927,
        "confidence_lo": 0.006802,
        "confidence_hi": 0.006928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f8a8353a65d6f768fa40489a004cbb8f1cc60bc3602e657897024200a942856"
      },
      "receipt_sha256": "7f8a8353a65d6f768fa40489a004cbb8f1cc60bc3602e657897024200a942856"
    },
    {
      "storm_id": "2421",
      "lat": 36.0633,
      "lon": -75.734,
      "motion_east": 8.3,
      "motion_south": 4.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3635.0,
      "ebshear": 38.0,
      "srh01": 107.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5131
        },
        {
          "name": "alignment",
          "value": 2.7892
        },
        {
          "name": "tau",
          "value": 3.5121
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4237
      },
      "coherence_score": 3.5121147632598877,
      "coherence_diagnostics": {
        "tau": 3.5121147632598877,
        "grad_tau": 0.2814938426017761,
        "torsion": 0.0,
        "alignment": 2.789229393005371,
        "S_field": 0.9839571118354797,
        "Gamma_field": 0.41298460960388184,
        "S_over_Gamma": 2.382551431655884,
        "Da": 24.24781608581543,
        "E_coh": 0.9561466574668884,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.81,
              36.12
            ],
            [
              -75.75,
              36.11
            ],
            [
              -75.72,
              36.09
            ],
            [
              -75.63,
              36.09
            ],
            [
              -75.6,
              36.06
            ],
            [
              -75.6,
              36.04
            ],
            [
              -75.61,
              36.02
            ],
            [
              -75.67,
              35.97
            ],
            [
              -75.74,
              35.97
            ],
            [
              -75.81,
              36.04
            ],
            [
              -75.82,
              36.06
            ],
            [
              -75.81,
              36.07
            ],
            [
              -75.81,
              36.09
            ],
            [
              -75.82,
              36.1
            ],
            [
              -75.81,
              36.12
            ]
          ]
        ]
      },
      "raw_probability": 0.4237,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "88f4772e57796e02785cd04029af21bf254c937d021b06a9ef4e7299b32bbf64",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.4237,
        "probability": 0.006927,
        "confidence_lo": 0.006802,
        "confidence_hi": 0.006928,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "978c8e7169da45149b17cc7069aa7774e2306aed5477c0ee479f60c552cf9f11"
      },
      "receipt_sha256": "978c8e7169da45149b17cc7069aa7774e2306aed5477c0ee479f60c552cf9f11"
    },
    {
      "storm_id": "641",
      "lat": 35.1115,
      "lon": -77.3745,
      "motion_east": 8.1,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0036,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3536.0,
      "ebshear": 26.0,
      "srh01": 91.0,
      "maxllaz": 0.005,
      "mesh": 0.26,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0131
        },
        {
          "name": "alignment",
          "value": 2.2781
        },
        {
          "name": "tau",
          "value": 3.1408
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3756
      },
      "coherence_score": 3.1408045291900635,
      "coherence_diagnostics": {
        "tau": 3.1408045291900635,
        "grad_tau": 0.2990038990974426,
        "torsion": 0.0,
        "alignment": 2.2781131267547607,
        "S_field": 0.7012901306152344,
        "Gamma_field": 0.3496513068675995,
        "S_over_Gamma": 2.0056843757629395,
        "Da": 22.72711181640625,
        "E_coh": 0.9750738739967346,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.48,
              35.24
            ],
            [
              -77.42,
              35.24
            ],
            [
              -77.4,
              35.22
            ],
            [
              -77.39,
              35.18
            ],
            [
              -77.35,
              35.14
            ],
            [
              -77.25,
              35.09
            ],
            [
              -77.24,
              35.08
            ],
            [
              -77.24,
              35.05
            ],
            [
              -77.23,
              35.04
            ],
            [
              -77.24,
              35.02
            ],
            [
              -77.25,
              35.01
            ],
            [
              -77.37,
              35.01
            ],
            [
              -77.39,
              35.02
            ],
            [
              -77.4,
              35.03
            ],
            [
              -77.4,
              35.06
            ],
            [
              -77.44,
              35.1
            ],
            [
              -77.48,
              35.11
            ],
            [
              -77.52,
              35.16
            ],
            [
              -77.52,
              35.19
            ],
            [
              -77.48,
              35.24
            ]
          ]
        ]
      },
      "raw_probability": 0.3756,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0036,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8ec8678b5d04380825d8aea236549816e48f568cc5835dcb3c42dece7dd15418",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3756,
        "probability": 0.0036,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003601,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2cbcbf422e200a7088e37dcc7f8af78db70890f7eeb75509bc05f72bd616f5fa"
      },
      "receipt_sha256": "2cbcbf422e200a7088e37dcc7f8af78db70890f7eeb75509bc05f72bd616f5fa"
    },
    {
      "storm_id": "3624",
      "lat": 35.9375,
      "lon": -78.6781,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0036,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3141.0,
      "ebshear": 22.0,
      "srh01": 84.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3724
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.71,
              36.0
            ],
            [
              -78.7,
              35.99
            ],
            [
              -78.68,
              35.99
            ],
            [
              -78.68,
              35.97
            ],
            [
              -78.63,
              35.93
            ],
            [
              -78.63,
              35.9
            ],
            [
              -78.62,
              35.89
            ],
            [
              -78.63,
              35.87
            ],
            [
              -78.69,
              35.87
            ],
            [
              -78.67,
              35.89
            ],
            [
              -78.67,
              35.91
            ],
            [
              -78.69,
              35.92
            ],
            [
              -78.7,
              35.94
            ],
            [
              -78.72,
              35.94
            ],
            [
              -78.72,
              35.99
            ],
            [
              -78.71,
              36.0
            ]
          ]
        ]
      },
      "raw_probability": 0.3724,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0036,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "43c71e3f5263306c023e3aceb99211cbcf0c14ac47105c807288ae6e12b3877a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3724,
        "probability": 0.0036,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003601,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b121733f7643b1131428a6d2989d00b0173fe93dbf00442fb6db855f46f3233"
      },
      "receipt_sha256": "5b121733f7643b1131428a6d2989d00b0173fe93dbf00442fb6db855f46f3233"
    },
    {
      "storm_id": "3564",
      "lat": 30.5736,
      "lon": -87.1355,
      "motion_east": 2.5,
      "motion_south": 9.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2365.0,
      "ebshear": 18.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1381
        },
        {
          "name": "alignment",
          "value": -2.977
        },
        {
          "name": "tau",
          "value": 3.0538
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3436
      },
      "coherence_score": 3.053833484649658,
      "coherence_diagnostics": {
        "tau": 3.053833484649658,
        "grad_tau": 0.2942916750907898,
        "torsion": 0.0,
        "alignment": -2.9770448207855225,
        "S_field": 1.4893196821212769,
        "Gamma_field": 0.24381795525550842,
        "S_over_Gamma": 6.108326435089111,
        "Da": 15.566390037536621,
        "E_coh": 0.9537467360496521,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.14,
              30.61
            ],
            [
              -87.11,
              30.61
            ],
            [
              -87.1,
              30.59
            ],
            [
              -87.11,
              30.58
            ],
            [
              -87.11,
              30.54
            ],
            [
              -87.12,
              30.53
            ],
            [
              -87.13,
              30.54
            ],
            [
              -87.18,
              30.54
            ],
            [
              -87.18,
              30.57
            ],
            [
              -87.17,
              30.59
            ],
            [
              -87.14,
              30.61
            ]
          ]
        ]
      },
      "raw_probability": 0.3436,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e9fbfd146f3b28431d123175fefe0822929bbfeac8f9773eb8ac8d7bf40c9970",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3436,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6707482868d92939d9dae7f5e7284c4bbd568cf617d6d98eaec7348db8b4b1ac"
      },
      "receipt_sha256": "6707482868d92939d9dae7f5e7284c4bbd568cf617d6d98eaec7348db8b4b1ac"
    },
    {
      "storm_id": "3452",
      "lat": 35.8958,
      "lon": -75.1483,
      "motion_east": 1.2,
      "motion_south": 1.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4740.0,
      "ebshear": 40.0,
      "srh01": 88.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7631
        },
        {
          "name": "alignment",
          "value": 4.6589
        },
        {
          "name": "tau",
          "value": 3.9651
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3422
      },
      "coherence_score": 3.9651479721069336,
      "coherence_diagnostics": {
        "tau": 3.9651479721069336,
        "grad_tau": 0.4096311628818512,
        "torsion": 0.0,
        "alignment": 4.6589202880859375,
        "S_field": 1.7735713720321655,
        "Gamma_field": 0.31881797313690186,
        "S_over_Gamma": 5.56295919418335,
        "Da": 18.316287994384766,
        "E_coh": 0.9099109768867493,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.18,
              35.93
            ],
            [
              -75.14,
              35.93
            ],
            [
              -75.13,
              35.92
            ],
            [
              -75.11,
              35.92
            ],
            [
              -75.1,
              35.91
            ],
            [
              -75.1,
              35.86
            ],
            [
              -75.12,
              35.85
            ],
            [
              -75.16,
              35.85
            ],
            [
              -75.18,
              35.86
            ],
            [
              -75.19,
              35.87
            ],
            [
              -75.19,
              35.92
            ],
            [
              -75.18,
              35.93
            ]
          ]
        ]
      },
      "raw_probability": 0.3422,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b8eea65e2115bad1516027f0f9258b4d199c40e60367b569b1d55a51d7aafa0d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3422,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ea386d01327fdc0c2397a4e6ddd422f61aeb729be0a7b5a598f5822426b2489"
      },
      "receipt_sha256": "5ea386d01327fdc0c2397a4e6ddd422f61aeb729be0a7b5a598f5822426b2489"
    },
    {
      "storm_id": "3453",
      "lat": 35.86,
      "lon": -78.4378,
      "motion_east": 4.8,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3355.0,
      "ebshear": 23.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3391
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.45,
              35.89
            ],
            [
              -78.42,
              35.89
            ],
            [
              -78.41,
              35.88
            ],
            [
              -78.41,
              35.83
            ],
            [
              -78.43,
              35.82
            ],
            [
              -78.45,
              35.82
            ],
            [
              -78.46,
              35.84
            ],
            [
              -78.46,
              35.88
            ],
            [
              -78.45,
              35.89
            ]
          ]
        ]
      },
      "raw_probability": 0.3391,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9501326a79ea059cc82972d97d531cc9aaf659ed53f1f370c3dd89d33f9e0a44",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3391,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b11151c3ec34fd51a73851143713bcdc8d310d6875ac56203684adf81cd6e794"
      },
      "receipt_sha256": "b11151c3ec34fd51a73851143713bcdc8d310d6875ac56203684adf81cd6e794"
    },
    {
      "storm_id": "3623",
      "lat": 35.9673,
      "lon": -78.2355,
      "motion_east": 4.4,
      "motion_south": 2.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2868.0,
      "ebshear": 26.0,
      "srh01": 81.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3391
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.25,
              36.01
            ],
            [
              -78.21,
              36.01
            ],
            [
              -78.19,
              35.99
            ],
            [
              -78.19,
              35.95
            ],
            [
              -78.2,
              35.94
            ],
            [
              -78.22,
              35.94
            ],
            [
              -78.23,
              35.93
            ],
            [
              -78.27,
              35.93
            ],
            [
              -78.29,
              35.95
            ],
            [
              -78.29,
              35.98
            ],
            [
              -78.25,
              36.01
            ]
          ]
        ]
      },
      "raw_probability": 0.3391,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9501326a79ea059cc82972d97d531cc9aaf659ed53f1f370c3dd89d33f9e0a44",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3391,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b11151c3ec34fd51a73851143713bcdc8d310d6875ac56203684adf81cd6e794"
      },
      "receipt_sha256": "b11151c3ec34fd51a73851143713bcdc8d310d6875ac56203684adf81cd6e794"
    },
    {
      "storm_id": "3449",
      "lat": 36.1391,
      "lon": -78.2455,
      "motion_east": 4.6,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2720.0,
      "ebshear": 25.0,
      "srh01": 82.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3245
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.27,
              36.2
            ],
            [
              -78.22,
              36.2
            ],
            [
              -78.19,
              36.16
            ],
            [
              -78.19,
              36.12
            ],
            [
              -78.21,
              36.1
            ],
            [
              -78.21,
              36.09
            ],
            [
              -78.23,
              36.08
            ],
            [
              -78.29,
              36.1
            ],
            [
              -78.31,
              36.13
            ],
            [
              -78.31,
              36.15
            ],
            [
              -78.27,
              36.2
            ]
          ]
        ]
      },
      "raw_probability": 0.3245,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "33d22773bf1c59fd62735124b4c81bce7568a04f4b864b32831060985d823d32",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3245,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bab16d90476ae0274ffb54f7dab82bcaf26d4d9d62bd80a4713b3ab4ab320497"
      },
      "receipt_sha256": "bab16d90476ae0274ffb54f7dab82bcaf26d4d9d62bd80a4713b3ab4ab320497"
    },
    {
      "storm_id": "3394",
      "lat": 50.4433,
      "lon": -93.4783,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1619.0,
      "ebshear": 31.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.2631
        },
        {
          "name": "alignment",
          "value": -4.8412
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3186
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.0628584623336792,
        "torsion": 0.0,
        "alignment": -4.84117317199707,
        "S_field": 1.5738863945007324,
        "Gamma_field": 0.2713179588317871,
        "S_over_Gamma": 5.8008928298950195,
        "Da": 17.6744327545166,
        "E_coh": 0.862226128578186,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.49,
              50.48
            ],
            [
              -93.44,
              50.48
            ],
            [
              -93.43,
              50.47
            ],
            [
              -93.43,
              50.43
            ],
            [
              -93.42,
              50.42
            ],
            [
              -93.47,
              50.39
            ],
            [
              -93.51,
              50.4
            ],
            [
              -93.52,
              50.41
            ],
            [
              -93.52,
              50.44
            ],
            [
              -93.51,
              50.45
            ],
            [
              -93.51,
              50.47
            ],
            [
              -93.49,
              50.48
            ]
          ]
        ]
      },
      "raw_probability": 0.3186,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7524d068c52068015a106268843324867f71de594e31c5b37e72102932cc14f5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3186,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "492d69f17674c43e66555c4c481ea138796090552c03e12ce2b50f1aaf002e9c"
      },
      "receipt_sha256": "492d69f17674c43e66555c4c481ea138796090552c03e12ce2b50f1aaf002e9c"
    },
    {
      "storm_id": "3472",
      "lat": 50.81,
      "lon": -90.479,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1777.0,
      "ebshear": 39.0,
      "srh01": 71.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6381
        },
        {
          "name": "alignment",
          "value": -2.8412
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3112
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8201839923858643,
        "torsion": 0.0,
        "alignment": -2.8411731719970703,
        "S_field": 0.8939244747161865,
        "Gamma_field": 0.2938179671764374,
        "S_over_Gamma": 3.04244327545166,
        "Da": 17.935876846313477,
        "E_coh": 0.7831680774688721,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.52,
              50.87
            ],
            [
              -90.48,
              50.86
            ],
            [
              -90.41,
              50.81
            ],
            [
              -90.41,
              50.75
            ],
            [
              -90.45,
              50.75
            ],
            [
              -90.46,
              50.76
            ],
            [
              -90.48,
              50.76
            ],
            [
              -90.53,
              50.81
            ],
            [
              -90.53,
              50.86
            ],
            [
              -90.52,
              50.87
            ]
          ]
        ]
      },
      "raw_probability": 0.3112,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "dfe215bc870d77d51cd0529fa3493ce6c9d54d1518c6d0102e3943780ca1f608",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3112,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b42c0e610a5a84023e534b6dd766c83c23d8673f5362763ae8dcf69dc9762e9e"
      },
      "receipt_sha256": "b42c0e610a5a84023e534b6dd766c83c23d8673f5362763ae8dcf69dc9762e9e"
    },
    {
      "storm_id": "1508",
      "lat": 36.126,
      "lon": -78.613,
      "motion_east": 5.0,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3002.0,
      "ebshear": 24.0,
      "srh01": 86.0,
      "maxllaz": 0.009,
      "mesh": 1.38,
      "flash_rate": 31.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3039
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.66,
              36.18
            ],
            [
              -78.6,
              36.18
            ],
            [
              -78.57,
              36.16
            ],
            [
              -78.55,
              36.12
            ],
            [
              -78.55,
              36.08
            ],
            [
              -78.58,
              36.05
            ],
            [
              -78.61,
              36.05
            ],
            [
              -78.67,
              36.11
            ],
            [
              -78.68,
              36.15
            ],
            [
              -78.66,
              36.18
            ]
          ]
        ]
      },
      "raw_probability": 0.3039,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "5fbb7913b3eea78c7d2fb97259785e76d95a6c3fd36dfc2638762b22c6a3cdcd",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.3039,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19c90211512edef2c8959591f15e8d249141b08da4537ba4657cfd8b235765fe"
      },
      "receipt_sha256": "19c90211512edef2c8959591f15e8d249141b08da4537ba4657cfd8b235765fe"
    },
    {
      "storm_id": "3549",
      "lat": 35.8829,
      "lon": -75.3057,
      "motion_east": 4.8,
      "motion_south": 2.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4443.0,
      "ebshear": 36.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5131
        },
        {
          "name": "alignment",
          "value": 2.7892
        },
        {
          "name": "tau",
          "value": 3.5121
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2975
      },
      "coherence_score": 3.5121147632598877,
      "coherence_diagnostics": {
        "tau": 3.5121147632598877,
        "grad_tau": 0.2814938426017761,
        "torsion": 0.0,
        "alignment": 2.789229393005371,
        "S_field": 0.9839571118354797,
        "Gamma_field": 0.41298460960388184,
        "S_over_Gamma": 2.382551431655884,
        "Da": 24.24781608581543,
        "E_coh": 0.9561466574668884,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.34,
              35.91
            ],
            [
              -75.28,
              35.91
            ],
            [
              -75.27,
              35.9
            ],
            [
              -75.27,
              35.86
            ],
            [
              -75.3,
              35.84
            ],
            [
              -75.34,
              35.85
            ],
            [
              -75.34,
              35.91
            ]
          ]
        ]
      },
      "raw_probability": 0.2975,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d0ea2f7637c908b6d0f6573cb955b7cc5e2a152810f871c645474639d69ba7f5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2975,
        "probability": 0.00332,
        "confidence_lo": 0.003206,
        "confidence_hi": 0.003321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ff94f21f00b48b8934b14f962df06170f0eb52446976625a6e290d90d655b65"
      },
      "receipt_sha256": "4ff94f21f00b48b8934b14f962df06170f0eb52446976625a6e290d90d655b65"
    },
    {
      "storm_id": "3548",
      "lat": 36.146,
      "lon": -78.804,
      "motion_east": 5.0,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3043.0,
      "ebshear": 21.0,
      "srh01": 68.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2843
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.84,
              36.19
            ],
            [
              -78.78,
              36.19
            ],
            [
              -78.76,
              36.15
            ],
            [
              -78.76,
              36.12
            ],
            [
              -78.77,
              36.11
            ],
            [
              -78.8,
              36.11
            ],
            [
              -78.82,
              36.13
            ],
            [
              -78.83,
              36.13
            ],
            [
              -78.84,
              36.14
            ],
            [
              -78.84,
              36.19
            ]
          ]
        ]
      },
      "raw_probability": 0.2843,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "44c012c449fd14f75d1b28b355bbdb717ae808c29b99020d0fdf2f34f5b6d575",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2843,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e74dbf1a51e4baf9f9bb8fcbe530f7ae3d4be49027db41055360234e00d1990"
      },
      "receipt_sha256": "8e74dbf1a51e4baf9f9bb8fcbe530f7ae3d4be49027db41055360234e00d1990"
    },
    {
      "storm_id": "3651",
      "lat": 29.5333,
      "lon": -81.3422,
      "motion_east": 0.3,
      "motion_south": -7.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3072.0,
      "ebshear": 25.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.5131
        },
        {
          "name": "alignment",
          "value": -2.8987
        },
        {
          "name": "tau",
          "value": 3.0839
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.283
      },
      "coherence_score": 3.0838775634765625,
      "coherence_diagnostics": {
        "tau": 3.0838775634765625,
        "grad_tau": 0.05319778621196747,
        "torsion": 0.0,
        "alignment": -2.898688793182373,
        "S_field": 0.3115467131137848,
        "Gamma_field": 0.20548461377620697,
        "S_over_Gamma": 1.5161559581756592,
        "Da": 11.330273628234863,
        "E_coh": 0.8249954581260681,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.36,
              29.56
            ],
            [
              -81.32,
              29.56
            ],
            [
              -81.31,
              29.55
            ],
            [
              -81.31,
              29.51
            ],
            [
              -81.32,
              29.5
            ],
            [
              -81.36,
              29.5
            ],
            [
              -81.37,
              29.51
            ],
            [
              -81.37,
              29.55
            ],
            [
              -81.36,
              29.56
            ]
          ]
        ]
      },
      "raw_probability": 0.283,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0ee07fb8962d3cb21616c8201b13315592cde181d2243ce1df7ba4e4a12712ea",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.283,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5515fe6c11272fe51c1ee351f10c60d04db849ea76bc075dbcdb3bf2680ec2ce"
      },
      "receipt_sha256": "5515fe6c11272fe51c1ee351f10c60d04db849ea76bc075dbcdb3bf2680ec2ce"
    },
    {
      "storm_id": "3494",
      "lat": 30.3871,
      "lon": -86.9914,
      "motion_east": 1.5,
      "motion_south": 4.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1776.0,
      "ebshear": 26.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1381
        },
        {
          "name": "alignment",
          "value": -2.977
        },
        {
          "name": "tau",
          "value": 3.0538
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2778
      },
      "coherence_score": 3.053833484649658,
      "coherence_diagnostics": {
        "tau": 3.053833484649658,
        "grad_tau": 0.2942916750907898,
        "torsion": 0.0,
        "alignment": -2.9770448207855225,
        "S_field": 1.4893196821212769,
        "Gamma_field": 0.24381795525550842,
        "S_over_Gamma": 6.108326435089111,
        "Da": 15.566390037536621,
        "E_coh": 0.9537467360496521,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.97,
              30.44
            ],
            [
              -86.96,
              30.44
            ],
            [
              -86.97,
              30.43
            ],
            [
              -86.97,
              30.38
            ],
            [
              -86.96,
              30.37
            ],
            [
              -86.97,
              30.34
            ],
            [
              -86.98,
              30.33
            ],
            [
              -87.0,
              30.34
            ],
            [
              -87.03,
              30.34
            ],
            [
              -87.04,
              30.35
            ],
            [
              -87.04,
              30.4
            ],
            [
              -87.03,
              30.41
            ],
            [
              -86.99,
              30.41
            ],
            [
              -86.97,
              30.44
            ]
          ]
        ]
      },
      "raw_probability": 0.2778,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "49ff8d10adb6c65ca331d577f330844ece336b3874563b01068dc36860f71f6d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2778,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8caf3ff77204805b90a2e72fc50acb3edef86abd3b503b0d3db02537ca302c22"
      },
      "receipt_sha256": "8caf3ff77204805b90a2e72fc50acb3edef86abd3b503b0d3db02537ca302c22"
    },
    {
      "storm_id": "3322",
      "lat": 29.9575,
      "lon": -81.755,
      "motion_east": -1.0,
      "motion_south": -7.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2761.0,
      "ebshear": 24.0,
      "srh01": 34.0,
      "maxllaz": 0.006,
      "mesh": 0.54,
      "flash_rate": 40.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.5131
        },
        {
          "name": "alignment",
          "value": -2.8987
        },
        {
          "name": "tau",
          "value": 3.0839
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2767
      },
      "coherence_score": 3.0838775634765625,
      "coherence_diagnostics": {
        "tau": 3.0838775634765625,
        "grad_tau": 0.05319778621196747,
        "torsion": 0.0,
        "alignment": -2.898688793182373,
        "S_field": 0.3115467131137848,
        "Gamma_field": 0.20548461377620697,
        "S_over_Gamma": 1.5161559581756592,
        "Da": 11.330273628234863,
        "E_coh": 0.8249954581260681,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.85,
              30.09
            ],
            [
              -81.81,
              30.08
            ],
            [
              -81.78,
              30.04
            ],
            [
              -81.77,
              30.04
            ],
            [
              -81.71,
              29.98
            ],
            [
              -81.7,
              29.98
            ],
            [
              -81.69,
              29.92
            ],
            [
              -81.66,
              29.86
            ],
            [
              -81.66,
              29.82
            ],
            [
              -81.67,
              29.81
            ],
            [
              -81.71,
              29.81
            ],
            [
              -81.72,
              29.82
            ],
            [
              -81.74,
              29.88
            ],
            [
              -81.88,
              30.03
            ],
            [
              -81.88,
              30.07
            ],
            [
              -81.85,
              30.09
            ]
          ]
        ]
      },
      "raw_probability": 0.2767,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "730580e0652c810c599a5d3796999bbbd2d320501cbae757789f43367a79b6ed",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2767,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90e95af7e294c9457dcedaac14df060cfc8d7de60ea4af4f6e2816b97ca79dc6"
      },
      "receipt_sha256": "90e95af7e294c9457dcedaac14df060cfc8d7de60ea4af4f6e2816b97ca79dc6"
    },
    {
      "storm_id": "2454",
      "lat": 29.4136,
      "lon": -81.2645,
      "motion_east": 0.5,
      "motion_south": -8.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3291.0,
      "ebshear": 26.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.31,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.5131
        },
        {
          "name": "alignment",
          "value": -2.8987
        },
        {
          "name": "tau",
          "value": 3.0839
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2705
      },
      "coherence_score": 3.0838775634765625,
      "coherence_diagnostics": {
        "tau": 3.0838775634765625,
        "grad_tau": 0.05319778621196747,
        "torsion": 0.0,
        "alignment": -2.898688793182373,
        "S_field": 0.3115467131137848,
        "Gamma_field": 0.20548461377620697,
        "S_over_Gamma": 1.5161559581756592,
        "Da": 11.330273628234863,
        "E_coh": 0.8249954581260681,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.29,
              29.47
            ],
            [
              -81.24,
              29.47
            ],
            [
              -81.2,
              29.43
            ],
            [
              -81.2,
              29.41
            ],
            [
              -81.22,
              29.37
            ],
            [
              -81.24,
              29.36
            ],
            [
              -81.28,
              29.36
            ],
            [
              -81.31,
              29.38
            ],
            [
              -81.32,
              29.4
            ],
            [
              -81.32,
              29.43
            ],
            [
              -81.29,
              29.47
            ]
          ]
        ]
      },
      "raw_probability": 0.2705,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d149f9150ad52827abbbb1803d4353b901dd5e1cd29e5313b276efc7079262c6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2705,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deaac74642ae574be0222a23876f2c32625dc9acdb887021cd1887367e045d4f"
      },
      "receipt_sha256": "deaac74642ae574be0222a23876f2c32625dc9acdb887021cd1887367e045d4f"
    },
    {
      "storm_id": "3416",
      "lat": 35.955,
      "lon": -76.5636,
      "motion_east": 6.3,
      "motion_south": 0.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3974.0,
      "ebshear": 28.0,
      "srh01": 70.0,
      "maxllaz": 0.003,
      "mesh": 0.36,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3881
        },
        {
          "name": "alignment",
          "value": 0.1964
        },
        {
          "name": "tau",
          "value": 3.4086
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2689
      },
      "coherence_score": 3.4085936546325684,
      "coherence_diagnostics": {
        "tau": 3.4085936546325684,
        "grad_tau": 0.116568423807621,
        "torsion": 0.0,
        "alignment": 0.19641828536987305,
        "S_field": 1.0432246923446655,
        "Gamma_field": 0.3313179612159729,
        "S_over_Gamma": 3.1487114429473877,
        "Da": 19.786334991455078,
        "E_coh": 0.9392775297164917,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.59,
              36.0
            ],
            [
              -76.57,
              36.0
            ],
            [
              -76.56,
              35.99
            ],
            [
              -76.54,
              35.99
            ],
            [
              -76.5,
              35.97
            ],
            [
              -76.48,
              35.95
            ],
            [
              -76.48,
              35.91
            ],
            [
              -76.52,
              35.89
            ],
            [
              -76.6,
              35.88
            ],
            [
              -76.62,
              35.9
            ],
            [
              -76.62,
              35.95
            ],
            [
              -76.61,
              35.96
            ],
            [
              -76.61,
              35.98
            ],
            [
              -76.59,
              36.0
            ]
          ]
        ]
      },
      "raw_probability": 0.2689,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9a57db038d0471e51b6551e5a251e8ceed97aa445c8445238318391f565db3e8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2689,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "abcaf924b72b47893972e177075e6ca4d37da4423ea87821fac45bfe663b37e6"
      },
      "receipt_sha256": "abcaf924b72b47893972e177075e6ca4d37da4423ea87821fac45bfe663b37e6"
    },
    {
      "storm_id": "2815",
      "lat": 29.665,
      "lon": -81.4643,
      "motion_east": 0.0,
      "motion_south": -7.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0028,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3166.0,
      "ebshear": 24.0,
      "srh01": 45.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.5131
        },
        {
          "name": "alignment",
          "value": -2.8987
        },
        {
          "name": "tau",
          "value": 3.0839
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2684
      },
      "coherence_score": 3.0838775634765625,
      "coherence_diagnostics": {
        "tau": 3.0838775634765625,
        "grad_tau": 0.05319778621196747,
        "torsion": 0.0,
        "alignment": -2.898688793182373,
        "S_field": 0.3115467131137848,
        "Gamma_field": 0.20548461377620697,
        "S_over_Gamma": 1.5161559581756592,
        "Da": 11.330273628234863,
        "E_coh": 0.8249954581260681,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.5,
              29.75
            ],
            [
              -81.46,
              29.75
            ],
            [
              -81.44,
              29.74
            ],
            [
              -81.43,
              29.72
            ],
            [
              -81.43,
              29.68
            ],
            [
              -81.42,
              29.67
            ],
            [
              -81.42,
              29.63
            ],
            [
              -81.43,
              29.62
            ],
            [
              -81.43,
              29.6
            ],
            [
              -81.47,
              29.56
            ],
            [
              -81.51,
              29.56
            ],
            [
              -81.53,
              29.57
            ],
            [
              -81.53,
              29.71
            ],
            [
              -81.5,
              29.75
            ]
          ]
        ]
      },
      "raw_probability": 0.2684,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0028,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4d37a761a2113fc2d92ea71f69aa9fab25adc7321d7b4bf94cdaf515cebe2f5a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2684,
        "probability": 0.002777,
        "confidence_lo": 0.002518,
        "confidence_hi": 0.002778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebef63c88c5706e33debf85c014e90351f605db6e7ffd289da923d4f847795c7"
      },
      "receipt_sha256": "ebef63c88c5706e33debf85c014e90351f605db6e7ffd289da923d4f847795c7"
    },
    {
      "storm_id": "3553",
      "lat": 34.16,
      "lon": -88.1277,
      "motion_east": 2.6,
      "motion_south": 6.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3957.0,
      "ebshear": 19.0,
      "srh01": 68.0,
      "maxllaz": 0.01,
      "mesh": 0.38,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3881
        },
        {
          "name": "alignment",
          "value": 1.5246
        },
        {
          "name": "tau",
          "value": 3.2208
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2532
      },
      "coherence_score": 3.2207624912261963,
      "coherence_diagnostics": {
        "tau": 3.2207624912261963,
        "grad_tau": 0.4665432274341583,
        "torsion": 0.0,
        "alignment": 1.5245810747146606,
        "S_field": 1.0778422355651855,
        "Gamma_field": 0.3363179564476013,
        "S_over_Gamma": 3.204831123352051,
        "Da": 21.903562545776367,
        "E_coh": 0.9997044801712036,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.18,
              34.21
            ],
            [
              -88.13,
              34.21
            ],
            [
              -88.11,
              34.19
            ],
            [
              -88.1,
              34.19
            ],
            [
              -88.08,
              34.17
            ],
            [
              -88.06,
              34.12
            ],
            [
              -88.07,
              34.11
            ],
            [
              -88.1,
              34.11
            ],
            [
              -88.11,
              34.1
            ],
            [
              -88.16,
              34.11
            ],
            [
              -88.19,
              34.15
            ],
            [
              -88.19,
              34.2
            ],
            [
              -88.18,
              34.21
            ]
          ]
        ]
      },
      "raw_probability": 0.2532,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9b2c13d4a8df1905386f6b56ff6638a324cff02315c01d62803f9be9e7c8122d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2532,
        "probability": 0.00261,
        "confidence_lo": 0.002468,
        "confidence_hi": 0.00261,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5426cea2add1d20ba666210c10ad01aa6e83fd405fbbec014b014edd283465a1"
      },
      "receipt_sha256": "5426cea2add1d20ba666210c10ad01aa6e83fd405fbbec014b014edd283465a1"
    },
    {
      "storm_id": "2233",
      "lat": 28.3811,
      "lon": -83.156,
      "motion_east": -1.0,
      "motion_south": -7.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2254.0,
      "ebshear": 13.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.1381
        },
        {
          "name": "alignment",
          "value": -4.5013
        },
        {
          "name": "tau",
          "value": 3.2273
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.25
      },
      "coherence_score": 3.2273104190826416,
      "coherence_diagnostics": {
        "tau": 3.2273104190826416,
        "grad_tau": 0.1578616052865982,
        "torsion": 0.0,
        "alignment": -4.501319408416748,
        "S_field": 0.9678693413734436,
        "Gamma_field": 0.23465129733085632,
        "S_over_Gamma": 4.12471342086792,
        "Da": 14.366374015808105,
        "E_coh": 0.8750985860824585,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.31,
              28.53
            ],
            [
              -83.3,
              28.53
            ],
            [
              -83.29,
              28.53
            ],
            [
              -83.28,
              28.53
            ],
            [
              -83.27,
              28.53
            ],
            [
              -83.26,
              28.52
            ],
            [
              -83.25,
              28.52
            ],
            [
              -83.24,
              28.51
            ],
            [
              -83.23,
              28.5
            ],
            [
              -83.22,
              28.5
            ],
            [
              -83.21,
              28.49
            ],
            [
              -83.2,
              28.49
            ],
            [
              -83.19,
              28.48
            ],
            [
              -83.18,
              28.47
            ],
            [
              -83.17,
              28.47
            ],
            [
              -83.16,
              28.46
            ],
            [
              -83.15,
              28.46
            ],
            [
              -83.14,
              28.45
            ],
            [
              -83.13,
              28.45
            ],
            [
              -83.12,
              28.44
            ],
            [
              -83.12,
              28.43
            ],
            [
              -83.11,
              28.42
            ],
            [
              -83.11,
              28.41
            ],
            [
              -83.1,
              28.4
            ],
            [
              -83.09,
              28.39
            ],
            [
              -83.09,
              28.38
            ],
            [
              -83.09,
              28.37
            ],
            [
              -83.08,
              28.36
            ],
            [
              -83.08,
              28.35
            ],
            [
              -83.08,
              28.34
            ],
            [
              -83.09,
              28.33
            ],
            [
              -83.09,
              28.32
            ],
            [
              -83.08,
              28.31
            ],
            [
              -83.08,
              28.3
            ],
            [
              -83.08,
              28.29
            ],
            [
              -83.07,
              28.28
            ],
            [
              -83.06,
              28.27
            ],
            [
              -83.05,
              28.27
            ],
            [
              -83.04,
              28.27
            ],
            [
              -83.03,
              28.27
            ],
            [
              -83.02,
              28.26
            ],
            [
              -83.01,
              28.25
            ],
            [
              -83.01,
              28.24
            ],
            [
              -83.01,
              28.23
            ],
            [
              -83.01,
              28.22
            ],
            [
              -83.02,
              28.21
            ],
            [
              -83.03,
              28.21
            ],
            [
              -83.04,
              28.22
            ],
            [
              -83.05,
              28.23
            ],
            [
              -83.06,
              28.24
            ],
            [
              -83.07,
              28.24
            ],
            [
              -83.07,
              28.25
            ],
            [
              -83.08,
              28.26
            ],
            [
              -83.08,
              28.27
            ],
            [
              -83.08,
              28.28
            ],
            [
              -83.08,
              28.29
            ],
            [
              -83.09,
              28.3
            ],
            [
              -83.1,
              28.31
            ],
            [
              -83.11,
              28.32
            ],
            [
              -83.12,
              28.33
            ],
            [
              -83.13,
              28.33
            ],
            [
              -83.14,
              28.33
            ],
            [
              -83.15,
              28.34
            ],
            [
              -83.15,
              28.35
            ],
            [
              -83.16,
              28.36
            ],
            [
              -83.16,
              28.37
            ],
            [
              -83.17,
              28.38
            ],
            [
              -83.18,
              28.38
            ],
            [
              -83.19,
              28.39
            ],
            [
              -83.2,
              28.39
            ],
            [
              -83.21,
              28.4
            ],
            [
              -83.22,
              28.4
            ],
            [
              -83.23,
              28.4
            ],
            [
              -83.24,
              28.41
            ],
            [
              -83.25,
              28.41
            ],
            [
              -83.26,
              28.42
            ],
            [
              -83.27,
              28.42
            ],
            [
              -83.28,
              28.43
            ],
            [
              -83.29,
              28.44
            ],
            [
              -83.3,
              28.45
            ],
            [
              -83.31,
              28.46
            ],
            [
              -83.31,
              28.47
            ],
            [
              -83.31,
              28.48
            ],
            [
              -83.31,
              28.49
            ],
            [
              -83.31,
              28.5
            ],
            [
              -83.31,
              28.51
            ],
            [
              -83.32,
              28.52
            ],
            [
              -83.31,
              28.53
            ]
          ]
        ]
      },
      "raw_probability": 0.25,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "272f78036db6721f7cf7444315e5f6360426d14c3d446d6ae8a89ef70d134002",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.25,
        "probability": 0.00261,
        "confidence_lo": 0.002468,
        "confidence_hi": 0.00261,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "531a0476243d1240abfcfa3196c1bf5d9796a4415babe258e505fd12d4914b60"
      },
      "receipt_sha256": "531a0476243d1240abfcfa3196c1bf5d9796a4415babe258e505fd12d4914b60"
    },
    {
      "storm_id": "92",
      "lat": 36.7117,
      "lon": -76.8617,
      "motion_east": 8.1,
      "motion_south": 1.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2616.0,
      "ebshear": 30.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1381
        },
        {
          "name": "alignment",
          "value": 0.1079
        },
        {
          "name": "tau",
          "value": 3.2234
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2337
      },
      "coherence_score": 3.223445177078247,
      "coherence_diagnostics": {
        "tau": 3.223445177078247,
        "grad_tau": 0.30587148666381836,
        "torsion": 0.0,
        "alignment": 0.10791921615600586,
        "S_field": 0.9326314330101013,
        "Gamma_field": 0.3171513080596924,
        "S_over_Gamma": 2.9406514167785645,
        "Da": 20.712013244628906,
        "E_coh": 0.9900060892105103,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.81,
              36.8
            ],
            [
              -76.75,
              36.8
            ],
            [
              -76.75,
              36.74
            ],
            [
              -76.78,
              36.71
            ],
            [
              -76.78,
              36.7
            ],
            [
              -76.82,
              36.66
            ],
            [
              -76.83,
              36.66
            ],
            [
              -76.88,
              36.62
            ],
            [
              -76.92,
              36.62
            ],
            [
              -76.94,
              36.63
            ],
            [
              -76.96,
              36.66
            ],
            [
              -76.96,
              36.69
            ],
            [
              -76.95,
              36.71
            ],
            [
              -76.94,
              36.71
            ],
            [
              -76.93,
              36.73
            ],
            [
              -76.88,
              36.78
            ],
            [
              -76.82,
              36.79
            ],
            [
              -76.81,
              36.8
            ]
          ]
        ]
      },
      "raw_probability": 0.2337,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f758071c022e69bcdb9f333b3cffa33f0b9d9722d0daf451008ce6430d451a84",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2337,
        "probability": 0.00261,
        "confidence_lo": 0.002468,
        "confidence_hi": 0.00261,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "78cc3918312b258934882dce11ff696949b5660142c501e7d9693634ae164363"
      },
      "receipt_sha256": "78cc3918312b258934882dce11ff696949b5660142c501e7d9693634ae164363"
    },
    {
      "storm_id": "3646",
      "lat": 30.7423,
      "lon": -87.0262,
      "motion_east": 1.6,
      "motion_south": 8.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2271.0,
      "ebshear": 15.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1381
        },
        {
          "name": "alignment",
          "value": -2.977
        },
        {
          "name": "tau",
          "value": 3.0538
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2318
      },
      "coherence_score": 3.053833484649658,
      "coherence_diagnostics": {
        "tau": 3.053833484649658,
        "grad_tau": 0.2942916750907898,
        "torsion": 0.0,
        "alignment": -2.9770448207855225,
        "S_field": 1.4893196821212769,
        "Gamma_field": 0.24381795525550842,
        "S_over_Gamma": 6.108326435089111,
        "Da": 15.566390037536621,
        "E_coh": 0.9537467360496521,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.06,
              30.79
            ],
            [
              -86.99,
              30.79
            ],
            [
              -86.97,
              30.77
            ],
            [
              -86.97,
              30.74
            ],
            [
              -86.99,
              30.7
            ],
            [
              -87.01,
              30.7
            ],
            [
              -87.02,
              30.71
            ],
            [
              -87.03,
              30.7
            ],
            [
              -87.05,
              30.7
            ],
            [
              -87.06,
              30.71
            ],
            [
              -87.06,
              30.77
            ],
            [
              -87.07,
              30.78
            ],
            [
              -87.06,
              30.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2318,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cf35da51aee92662b1b0c13125cc53bde46235c5f10370299a7dea05ab45dedb",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2318,
        "probability": 0.00261,
        "confidence_lo": 0.002468,
        "confidence_hi": 0.00261,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "874fc784acc0a1fa12a8419cbac78114bba06c679bf6436c29e9f0cb440599a3"
      },
      "receipt_sha256": "874fc784acc0a1fa12a8419cbac78114bba06c679bf6436c29e9f0cb440599a3"
    },
    {
      "storm_id": "1992",
      "lat": 31.1711,
      "lon": -87.2967,
      "motion_east": -1.0,
      "motion_south": 10.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2784.0,
      "ebshear": 14.0,
      "srh01": 65.0,
      "maxllaz": 0.006,
      "mesh": 0.43,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -1.3033
        },
        {
          "name": "tau",
          "value": 3.1627
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2222
      },
      "coherence_score": 3.162660598754883,
      "coherence_diagnostics": {
        "tau": 3.162660598754883,
        "grad_tau": 0.0423872284591198,
        "torsion": 0.0,
        "alignment": -1.3033126592636108,
        "S_field": 1.570225715637207,
        "Gamma_field": 0.30048462748527527,
        "S_over_Gamma": 5.225644111633301,
        "Da": 19.612842559814453,
        "E_coh": 0.9869683980941772,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.32,
              31.21
            ],
            [
              -87.29,
              31.21
            ],
            [
              -87.25,
              31.17
            ],
            [
              -87.25,
              31.14
            ],
            [
              -87.26,
              31.13
            ],
            [
              -87.31,
              31.13
            ],
            [
              -87.33,
              31.15
            ],
            [
              -87.34,
              31.19
            ],
            [
              -87.32,
              31.21
            ]
          ]
        ]
      },
      "raw_probability": 0.2222,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "407285dd6e6c9e953212cfd3822fe3827899aef8959ec65e68bcc7ee6072ae22",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2222,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b2a2a6030250cd94fcd33625f676dff16bb93d5e6625a84bc472eab6a5855d4"
      },
      "receipt_sha256": "1b2a2a6030250cd94fcd33625f676dff16bb93d5e6625a84bc472eab6a5855d4"
    },
    {
      "storm_id": "3120",
      "lat": 34.9844,
      "lon": -84.065,
      "motion_east": 0.0,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2133.0,
      "ebshear": 9.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1381
        },
        {
          "name": "alignment",
          "value": -5.2121
        },
        {
          "name": "tau",
          "value": 3.5321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.218
      },
      "coherence_score": 3.532057046890259,
      "coherence_diagnostics": {
        "tau": 3.532057046890259,
        "grad_tau": 0.5842716693878174,
        "torsion": 0.0,
        "alignment": -5.212127685546875,
        "S_field": 0.585472822189331,
        "Gamma_field": 0.3496512770652771,
        "S_over_Gamma": 1.674447774887085,
        "Da": 21.80290412902832,
        "E_coh": 0.7427576184272766,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.07,
              35.03
            ],
            [
              -84.03,
              35.03
            ],
            [
              -84.02,
              35.02
            ],
            [
              -83.97,
              35.02
            ],
            [
              -83.95,
              35.01
            ],
            [
              -83.94,
              35.0
            ],
            [
              -83.94,
              34.95
            ],
            [
              -83.97,
              34.93
            ],
            [
              -84.07,
              34.93
            ],
            [
              -84.11,
              34.91
            ],
            [
              -84.16,
              34.92
            ],
            [
              -84.18,
              34.94
            ],
            [
              -84.18,
              34.98
            ],
            [
              -84.17,
              34.99
            ],
            [
              -84.15,
              34.99
            ],
            [
              -84.11,
              35.02
            ],
            [
              -84.08,
              35.02
            ],
            [
              -84.07,
              35.03
            ]
          ]
        ]
      },
      "raw_probability": 0.218,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2c1cb2f0ff9b1742d404439d84f186d7bf8ca0ea228e3bc39fde8891829f2b20",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.218,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10587fab01d661c80263ec458e86838bfc7fdf8cd2378cb8fe6f073688c6c8f2"
      },
      "receipt_sha256": "10587fab01d661c80263ec458e86838bfc7fdf8cd2378cb8fe6f073688c6c8f2"
    },
    {
      "storm_id": "2658",
      "lat": 35.7837,
      "lon": -83.575,
      "motion_east": 0.9,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2263.0,
      "ebshear": 16.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8881
        },
        {
          "name": "alignment",
          "value": -11.715
        },
        {
          "name": "tau",
          "value": 3.6436
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2126
      },
      "coherence_score": 3.643557071685791,
      "coherence_diagnostics": {
        "tau": 3.643557071685791,
        "grad_tau": 0.45647385716438293,
        "torsion": 0.0,
        "alignment": -11.715048789978027,
        "S_field": 0.8235257267951965,
        "Gamma_field": 0.4846512973308563,
        "S_over_Gamma": 1.699212908744812,
        "Da": 29.809429168701172,
        "E_coh": 0.7859774827957153,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.58,
              35.81
            ],
            [
              -83.54,
              35.79
            ],
            [
              -83.54,
              35.76
            ],
            [
              -83.55,
              35.75
            ],
            [
              -83.61,
              35.75
            ],
            [
              -83.61,
              35.8
            ],
            [
              -83.59,
              35.8
            ],
            [
              -83.58,
              35.81
            ]
          ]
        ]
      },
      "raw_probability": 0.2126,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff0820bd84f8ceae532444447cfe612663b7bd9e6f6139aa8560088d07e812c6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2126,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61c66ed28a3b5de44c1fb512601e191434cfd0a3c3b71c4969b6f1671b5ebd31"
      },
      "receipt_sha256": "61c66ed28a3b5de44c1fb512601e191434cfd0a3c3b71c4969b6f1671b5ebd31"
    },
    {
      "storm_id": "2957",
      "lat": 35.1658,
      "lon": -82.9942,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1848.0,
      "ebshear": 11.0,
      "srh01": 22.0,
      "maxllaz": 0.004,
      "mesh": 0.21,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8881
        },
        {
          "name": "alignment",
          "value": -11.715
        },
        {
          "name": "tau",
          "value": 3.6436
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2126
      },
      "coherence_score": 3.643557071685791,
      "coherence_diagnostics": {
        "tau": 3.643557071685791,
        "grad_tau": 0.45647385716438293,
        "torsion": 0.0,
        "alignment": -11.715048789978027,
        "S_field": 0.8235257267951965,
        "Gamma_field": 0.4846512973308563,
        "S_over_Gamma": 1.699212908744812,
        "Da": 29.809429168701172,
        "E_coh": 0.7859774827957153,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.99,
              35.21
            ],
            [
              -82.95,
              35.18
            ],
            [
              -82.94,
              35.18
            ],
            [
              -82.94,
              35.13
            ],
            [
              -82.98,
              35.11
            ],
            [
              -82.99,
              35.12
            ],
            [
              -83.02,
              35.12
            ],
            [
              -83.05,
              35.15
            ],
            [
              -83.05,
              35.18
            ],
            [
              -83.03,
              35.2
            ],
            [
              -83.0,
              35.2
            ],
            [
              -82.99,
              35.21
            ]
          ]
        ]
      },
      "raw_probability": 0.2126,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff0820bd84f8ceae532444447cfe612663b7bd9e6f6139aa8560088d07e812c6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2126,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61c66ed28a3b5de44c1fb512601e191434cfd0a3c3b71c4969b6f1671b5ebd31"
      },
      "receipt_sha256": "61c66ed28a3b5de44c1fb512601e191434cfd0a3c3b71c4969b6f1671b5ebd31"
    },
    {
      "storm_id": "3023",
      "lat": 34.9017,
      "lon": -84.4887,
      "motion_east": -2.0,
      "motion_south": 1.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2566.0,
      "ebshear": 12.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.41,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1381
        },
        {
          "name": "alignment",
          "value": -5.2121
        },
        {
          "name": "tau",
          "value": 3.5321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2114
      },
      "coherence_score": 3.532057046890259,
      "coherence_diagnostics": {
        "tau": 3.532057046890259,
        "grad_tau": 0.5842716693878174,
        "torsion": 0.0,
        "alignment": -5.212127685546875,
        "S_field": 0.585472822189331,
        "Gamma_field": 0.3496512770652771,
        "S_over_Gamma": 1.674447774887085,
        "Da": 21.80290412902832,
        "E_coh": 0.7427576184272766,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.32,
              35.04
            ],
            [
              -84.32,
              35.02
            ],
            [
              -84.33,
              35.01
            ],
            [
              -84.33,
              34.94
            ],
            [
              -84.37,
              34.89
            ],
            [
              -84.39,
              34.89
            ],
            [
              -84.43,
              34.86
            ],
            [
              -84.47,
              34.85
            ],
            [
              -84.48,
              34.84
            ],
            [
              -84.5,
              34.85
            ],
            [
              -84.53,
              34.85
            ],
            [
              -84.55,
              34.84
            ],
            [
              -84.56,
              34.82
            ],
            [
              -84.61,
              34.77
            ],
            [
              -84.65,
              34.75
            ],
            [
              -84.68,
              34.76
            ],
            [
              -84.7,
              34.78
            ],
            [
              -84.7,
              34.82
            ],
            [
              -84.64,
              34.88
            ],
            [
              -84.63,
              34.88
            ],
            [
              -84.59,
              34.91
            ],
            [
              -84.56,
              34.91
            ],
            [
              -84.53,
              34.94
            ],
            [
              -84.49,
              34.96
            ],
            [
              -84.45,
              34.96
            ],
            [
              -84.41,
              34.98
            ],
            [
              -84.4,
              35.0
            ],
            [
              -84.37,
              35.0
            ],
            [
              -84.35,
              35.01
            ],
            [
              -84.32,
              35.04
            ]
          ]
        ]
      },
      "raw_probability": 0.2114,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6f61cde8d5779da421adec9f66e0c4cc09f22c98e640141d51ff35aa0ee67e8c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2114,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d05061fd745fd360fde9017cee73b8577aaab608977a7a0d209d3c97206e6e1"
      },
      "receipt_sha256": "7d05061fd745fd360fde9017cee73b8577aaab608977a7a0d209d3c97206e6e1"
    },
    {
      "storm_id": "1599",
      "lat": 37.2376,
      "lon": -76.0841,
      "motion_east": 7.1,
      "motion_south": 1.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2384.0,
      "ebshear": 43.0,
      "srh01": 27.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5131
        },
        {
          "name": "alignment",
          "value": 6.7232
        },
        {
          "name": "tau",
          "value": 3.4908
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2104
      },
      "coherence_score": 3.4907960891723633,
      "coherence_diagnostics": {
        "tau": 3.4907960891723633,
        "grad_tau": 0.28028765320777893,
        "torsion": 0.0,
        "alignment": 6.72320556640625,
        "S_field": 1.3418145179748535,
        "Gamma_field": 0.28881797194480896,
        "S_over_Gamma": 4.645883083343506,
        "Da": 18.017719268798828,
        "E_coh": 0.8556696772575378,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.15,
              37.29
            ],
            [
              -76.13,
              37.29
            ],
            [
              -76.12,
              37.28
            ],
            [
              -75.95,
              37.28
            ],
            [
              -75.94,
              37.26
            ],
            [
              -75.94,
              37.23
            ],
            [
              -76.0,
              37.19
            ],
            [
              -76.04,
              37.19
            ],
            [
              -76.05,
              37.18
            ],
            [
              -76.07,
              37.19
            ],
            [
              -76.11,
              37.19
            ],
            [
              -76.12,
              37.2
            ],
            [
              -76.14,
              37.2
            ],
            [
              -76.18,
              37.22
            ],
            [
              -76.18,
              37.28
            ],
            [
              -76.16,
              37.28
            ],
            [
              -76.15,
              37.29
            ]
          ]
        ]
      },
      "raw_probability": 0.2104,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "fcdf64008aca1b2d13d3aec58f56fc825fdeaeb305ab392e5761830b36d04bce",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2104,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88ba84fee264bf120935161850d4a8cd8646ccc966eb5b66d384e48e956d41f8"
      },
      "receipt_sha256": "88ba84fee264bf120935161850d4a8cd8646ccc966eb5b66d384e48e956d41f8"
    },
    {
      "storm_id": "108",
      "lat": 36.153,
      "lon": -75.056,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4446.0,
      "ebshear": 39.0,
      "srh01": 50.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7631
        },
        {
          "name": "alignment",
          "value": 4.6589
        },
        {
          "name": "tau",
          "value": 3.9651
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2071
      },
      "coherence_score": 3.9651479721069336,
      "coherence_diagnostics": {
        "tau": 3.9651479721069336,
        "grad_tau": 0.4096311628818512,
        "torsion": 0.0,
        "alignment": 4.6589202880859375,
        "S_field": 1.7735713720321655,
        "Gamma_field": 0.31881797313690186,
        "S_over_Gamma": 5.56295919418335,
        "Da": 18.316287994384766,
        "E_coh": 0.9099109768867493,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.07,
              36.19
            ],
            [
              -75.02,
              36.19
            ],
            [
              -75.0,
              36.16
            ],
            [
              -75.0,
              36.13
            ],
            [
              -75.04,
              36.1
            ],
            [
              -75.07,
              36.1
            ],
            [
              -75.1,
              36.13
            ],
            [
              -75.1,
              36.16
            ],
            [
              -75.09,
              36.18
            ],
            [
              -75.07,
              36.19
            ]
          ]
        ]
      },
      "raw_probability": 0.2071,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "796d5eb7d2fff9ff9dce68acfb07d101ee2bd2b8665e999509f223a94ff0015a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.2071,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a2034725f65097e60f5ece6ef6da414abab240ed71d81f82d9393b61e4c8d28"
      },
      "receipt_sha256": "0a2034725f65097e60f5ece6ef6da414abab240ed71d81f82d9393b61e4c8d28"
    },
    {
      "storm_id": "3545",
      "lat": 36.9293,
      "lon": -75.3813,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3249.0,
      "ebshear": 48.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5131
        },
        {
          "name": "alignment",
          "value": 6.7232
        },
        {
          "name": "tau",
          "value": 3.4908
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.203
      },
      "coherence_score": 3.4907960891723633,
      "coherence_diagnostics": {
        "tau": 3.4907960891723633,
        "grad_tau": 0.28028765320777893,
        "torsion": 0.0,
        "alignment": 6.72320556640625,
        "S_field": 1.3418145179748535,
        "Gamma_field": 0.28881797194480896,
        "S_over_Gamma": 4.645883083343506,
        "Da": 18.017719268798828,
        "E_coh": 0.8556696772575378,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.4,
              36.97
            ],
            [
              -75.38,
              36.96
            ],
            [
              -75.37,
              36.97
            ],
            [
              -75.36,
              36.96
            ],
            [
              -75.34,
              36.97
            ],
            [
              -75.34,
              36.93
            ],
            [
              -75.35,
              36.91
            ],
            [
              -75.37,
              36.9
            ],
            [
              -75.37,
              36.89
            ],
            [
              -75.39,
              36.89
            ],
            [
              -75.41,
              36.87
            ],
            [
              -75.42,
              36.89
            ],
            [
              -75.41,
              36.9
            ],
            [
              -75.41,
              36.96
            ],
            [
              -75.4,
              36.97
            ]
          ]
        ]
      },
      "raw_probability": 0.203,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "57377d327e0bef6b4fe32816550604a19ca2ee3b9931fbf7890cb813f41d88d9",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.203,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c7295c3b27577e3aa7254cec7cf21c8be7ca3c6aff62e59f86638b07350a9fc"
      },
      "receipt_sha256": "2c7295c3b27577e3aa7254cec7cf21c8be7ca3c6aff62e59f86638b07350a9fc"
    },
    {
      "storm_id": "2796",
      "lat": 36.3033,
      "lon": -86.1733,
      "motion_east": 6.6,
      "motion_south": 2.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3613.0,
      "ebshear": 20.0,
      "srh01": 53.0,
      "maxllaz": 0.007,
      "mesh": 0.57,
      "flash_rate": 50.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2631
        },
        {
          "name": "alignment",
          "value": 1.3665
        },
        {
          "name": "tau",
          "value": 4.3096
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1935
      },
      "coherence_score": 4.309560775756836,
      "coherence_diagnostics": {
        "tau": 4.309560775756836,
        "grad_tau": 0.18417266011238098,
        "torsion": 0.0,
        "alignment": 1.36646568775177,
        "S_field": 1.6014468669891357,
        "Gamma_field": 0.23048461973667145,
        "S_over_Gamma": 6.948172569274902,
        "Da": 15.190495491027832,
        "E_coh": 0.9946117401123047,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.2,
              36.39
            ],
            [
              -86.15,
              36.39
            ],
            [
              -86.13,
              36.37
            ],
            [
              -86.13,
              36.31
            ],
            [
              -86.14,
              36.3
            ],
            [
              -86.14,
              36.28
            ],
            [
              -86.12,
              36.25
            ],
            [
              -86.12,
              36.22
            ],
            [
              -86.14,
              36.2
            ],
            [
              -86.19,
              36.2
            ],
            [
              -86.24,
              36.24
            ],
            [
              -86.24,
              36.32
            ],
            [
              -86.23,
              36.33
            ],
            [
              -86.23,
              36.36
            ],
            [
              -86.2,
              36.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1935,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7ba1ecd5401af4c25305a85c34619a10214674fdb7f0c01d69e6cff9a899c644",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1935,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3282b49dc3a2be0596727abeeb110eb07c2cb3a7f74626b5268b78f77fc32a9"
      },
      "receipt_sha256": "d3282b49dc3a2be0596727abeeb110eb07c2cb3a7f74626b5268b78f77fc32a9"
    },
    {
      "storm_id": "2826",
      "lat": 50.2643,
      "lon": -92.7229,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1935.0,
      "ebshear": 38.0,
      "srh01": 76.0,
      "maxllaz": 0.002,
      "mesh": 0.65,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5131
        },
        {
          "name": "alignment",
          "value": -3.7787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1915
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8539905548095703,
        "torsion": 0.0,
        "alignment": -3.7786731719970703,
        "S_field": 1.179479718208313,
        "Gamma_field": 0.3496512770652771,
        "S_over_Gamma": 3.373302936553955,
        "Da": 22.487497329711914,
        "E_coh": 0.8836488723754883,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.75,
              50.3
            ],
            [
              -92.69,
              50.3
            ],
            [
              -92.69,
              50.24
            ],
            [
              -92.7,
              50.23
            ],
            [
              -92.73,
              50.23
            ],
            [
              -92.75,
              50.25
            ],
            [
              -92.75,
              50.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1915,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "24961af4dac725d6a1b45b9523353da21eefc3d739927b8b4b6dc9184e6879c2",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1915,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0714eb6602590f06dd92a1d561d8f3cde77b549faaa415f69851c72b4e1e7365"
      },
      "receipt_sha256": "0714eb6602590f06dd92a1d561d8f3cde77b549faaa415f69851c72b4e1e7365"
    },
    {
      "storm_id": "3563",
      "lat": 31.1311,
      "lon": -82.3356,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2695.0,
      "ebshear": 19.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0131
        },
        {
          "name": "alignment",
          "value": -3.4006
        },
        {
          "name": "tau",
          "value": 3.2695
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.187
      },
      "coherence_score": 3.2695322036743164,
      "coherence_diagnostics": {
        "tau": 3.2695322036743164,
        "grad_tau": 0.12263545393943787,
        "torsion": 0.0,
        "alignment": -3.400557518005371,
        "S_field": 1.3382160663604736,
        "Gamma_field": 0.21048462390899658,
        "S_over_Gamma": 6.357785224914551,
        "Da": 12.38333797454834,
        "E_coh": 0.8755732178688049,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.36,
              31.19
            ],
            [
              -82.29,
              31.19
            ],
            [
              -82.28,
              31.11
            ],
            [
              -82.3,
              31.09
            ],
            [
              -82.32,
              31.1
            ],
            [
              -82.33,
              31.09
            ],
            [
              -82.39,
              31.09
            ],
            [
              -82.39,
              31.13
            ],
            [
              -82.36,
              31.19
            ]
          ]
        ]
      },
      "raw_probability": 0.187,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2a0f52cb1475f86e5d0c8037c5be59fb96bbb49965391d54e0bd10d40f93add3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.187,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ccb46f7dab005b65621d23e570bdfcc575997421975bee910cb09ab27e2443a"
      },
      "receipt_sha256": "0ccb46f7dab005b65621d23e570bdfcc575997421975bee910cb09ab27e2443a"
    },
    {
      "storm_id": "3580",
      "lat": 36.7169,
      "lon": -74.8908,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4239.0,
      "ebshear": 41.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.3881
        },
        {
          "name": "alignment",
          "value": -0.0796
        },
        {
          "name": "tau",
          "value": 3.6694
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.185
      },
      "coherence_score": 3.6694111824035645,
      "coherence_diagnostics": {
        "tau": 3.6694111824035645,
        "grad_tau": 0.29531213641166687,
        "torsion": 0.0,
        "alignment": -0.07957267761230469,
        "S_field": 1.0921357870101929,
        "Gamma_field": 0.3329846262931824,
        "S_over_Gamma": 3.2798385620117188,
        "Da": 19.88495445251465,
        "E_coh": 0.9285982251167297,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.93,
              36.77
            ],
            [
              -74.9,
              36.77
            ],
            [
              -74.89,
              36.75
            ],
            [
              -74.84,
              36.7
            ],
            [
              -74.82,
              36.69
            ],
            [
              -74.82,
              36.65
            ],
            [
              -74.86,
              36.65
            ],
            [
              -74.87,
              36.67
            ],
            [
              -74.91,
              36.71
            ],
            [
              -74.93,
              36.71
            ],
            [
              -74.94,
              36.72
            ],
            [
              -74.94,
              36.76
            ],
            [
              -74.93,
              36.77
            ]
          ]
        ]
      },
      "raw_probability": 0.185,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "690918c4089c56b3bcb0bb25844464d3a9298481c3a9bed214e467e1172b243c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.185,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deb9a75cfdc93aa135cce2be37e101f9ebd80a3ad44a08f20a650f565b4dcbd3"
      },
      "receipt_sha256": "deb9a75cfdc93aa135cce2be37e101f9ebd80a3ad44a08f20a650f565b4dcbd3"
    },
    {
      "storm_id": "3655",
      "lat": 28.4711,
      "lon": -84.74,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1906.0,
      "ebshear": 13.0,
      "srh01": 89.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1381
        },
        {
          "name": "alignment",
          "value": -3.8502
        },
        {
          "name": "tau",
          "value": 3.1031
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1756
      },
      "coherence_score": 3.1030547618865967,
      "coherence_diagnostics": {
        "tau": 3.1030547618865967,
        "grad_tau": 0.24265098571777344,
        "torsion": 0.0,
        "alignment": -3.8502280712127686,
        "S_field": 0.749464750289917,
        "Gamma_field": 0.24715128540992737,
        "S_over_Gamma": 3.0324130058288574,
        "Da": 15.80935287475586,
        "E_coh": 0.8655615448951721,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.76,
              28.5
            ],
            [
              -84.72,
              28.5
            ],
            [
              -84.71,
              28.49
            ],
            [
              -84.72,
              28.47
            ],
            [
              -84.71,
              28.45
            ],
            [
              -84.73,
              28.43
            ],
            [
              -84.77,
              28.44
            ],
            [
              -84.78,
              28.46
            ],
            [
              -84.76,
              28.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1756,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "5dc1cd001bbc0d936ed523bbf3af0e5cb4a3f35a63ee83915b67fecbfec064d4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1756,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2fd5d9930487ceafe2f35fd047386a257b3212b10bd1e9e34c7da3e20dd777e1"
      },
      "receipt_sha256": "2fd5d9930487ceafe2f35fd047386a257b3212b10bd1e9e34c7da3e20dd777e1"
    },
    {
      "storm_id": "66",
      "lat": 37.0833,
      "lon": -76.6873,
      "motion_east": 8.4,
      "motion_south": 4.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2517.0,
      "ebshear": 43.0,
      "srh01": 34.0,
      "maxllaz": 0.008,
      "mesh": 0.1,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1381
        },
        {
          "name": "alignment",
          "value": 0.1079
        },
        {
          "name": "tau",
          "value": 3.2234
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1714
      },
      "coherence_score": 3.223445177078247,
      "coherence_diagnostics": {
        "tau": 3.223445177078247,
        "grad_tau": 0.30587148666381836,
        "torsion": 0.0,
        "alignment": 0.10791921615600586,
        "S_field": 0.9326314330101013,
        "Gamma_field": 0.3171513080596924,
        "S_over_Gamma": 2.9406514167785645,
        "Da": 20.712013244628906,
        "E_coh": 0.9900060892105103,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.66,
              37.17
            ],
            [
              -76.62,
              37.17
            ],
            [
              -76.58,
              37.12
            ],
            [
              -76.58,
              37.06
            ],
            [
              -76.6,
              37.02
            ],
            [
              -76.63,
              37.0
            ],
            [
              -76.7,
              37.0
            ],
            [
              -76.72,
              37.02
            ],
            [
              -76.77,
              37.03
            ],
            [
              -76.78,
              37.04
            ],
            [
              -76.78,
              37.1
            ],
            [
              -76.77,
              37.11
            ],
            [
              -76.75,
              37.11
            ],
            [
              -76.71,
              37.13
            ],
            [
              -76.66,
              37.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1714,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ac884771adf33c97dad0580fe33eabaee6fe9ffdcce316cd782b84cdd31599ed",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1714,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "846bf9d39abecf15c6ac357a54f5f0f4d81dde4541443a5f8aa06174a9a70e16"
      },
      "receipt_sha256": "846bf9d39abecf15c6ac357a54f5f0f4d81dde4541443a5f8aa06174a9a70e16"
    },
    {
      "storm_id": "3509",
      "lat": 35.99,
      "lon": -72.9827,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4966.0,
      "ebshear": 30.0,
      "srh01": 71.0,
      "maxllaz": 0.0,
      "mesh": 0.16,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0131
        },
        {
          "name": "alignment",
          "value": 4.2587
        },
        {
          "name": "tau",
          "value": 4.6909
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1702
      },
      "coherence_score": 4.690929412841797,
      "coherence_diagnostics": {
        "tau": 4.690929412841797,
        "grad_tau": 0.9279218912124634,
        "torsion": 0.0,
        "alignment": 4.258665561676025,
        "S_field": 1.187225580215454,
        "Gamma_field": 0.28381797671318054,
        "S_over_Gamma": 4.183053016662598,
        "Da": 17.565113067626953,
        "E_coh": 0.8992800116539001,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.0,
              36.04
            ],
            [
              -72.96,
              36.04
            ],
            [
              -72.93,
              36.01
            ],
            [
              -72.93,
              35.98
            ],
            [
              -72.94,
              35.96
            ],
            [
              -72.98,
              35.95
            ],
            [
              -72.99,
              35.94
            ],
            [
              -73.0,
              35.95
            ],
            [
              -73.04,
              35.96
            ],
            [
              -73.04,
              36.02
            ],
            [
              -73.0,
              36.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1702,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "634c4b2d1cb12abb46fb7994207a6b09924c7d354ead03b1980fc011d2d1e2ec",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1702,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eed373eafd243d15ae852265331d2f0132a0fe221eb4f5f67cce662abeed9988"
      },
      "receipt_sha256": "eed373eafd243d15ae852265331d2f0132a0fe221eb4f5f67cce662abeed9988"
    },
    {
      "storm_id": "3253",
      "lat": 50.1447,
      "lon": -90.058,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1406.0,
      "ebshear": 40.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.42,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0131
        },
        {
          "name": "alignment",
          "value": 2.0338
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1626
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8014726638793945,
        "torsion": 0.0,
        "alignment": 2.0338268280029297,
        "S_field": 0.5873928070068359,
        "Gamma_field": 0.30131796002388,
        "S_over_Gamma": 1.9494118690490723,
        "Da": 18.011343002319336,
        "E_coh": 0.7008493542671204,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.1,
              50.21
            ],
            [
              -90.05,
              50.21
            ],
            [
              -90.03,
              50.2
            ],
            [
              -90.02,
              50.18
            ],
            [
              -89.99,
              50.17
            ],
            [
              -89.96,
              50.14
            ],
            [
              -89.96,
              50.09
            ],
            [
              -90.01,
              50.06
            ],
            [
              -90.06,
              50.06
            ],
            [
              -90.08,
              50.08
            ],
            [
              -90.1,
              50.08
            ],
            [
              -90.14,
              50.12
            ],
            [
              -90.14,
              50.17
            ],
            [
              -90.13,
              50.19
            ],
            [
              -90.1,
              50.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1626,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ac4578693906ed914df0c982cd96a6c8d842171920144ab42ff39578261f1f5a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1626,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b032a3a999827145519c2b6159223f899fba8c6768e8b9cf4d4da43c90d435b"
      },
      "receipt_sha256": "4b032a3a999827145519c2b6159223f899fba8c6768e8b9cf4d4da43c90d435b"
    },
    {
      "storm_id": "3561",
      "lat": 31.4427,
      "lon": -82.8247,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1704.0,
      "ebshear": 17.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0131
        },
        {
          "name": "alignment",
          "value": -11.8803
        },
        {
          "name": "tau",
          "value": 2.9695
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.16
      },
      "coherence_score": 2.969465732574463,
      "coherence_diagnostics": {
        "tau": 2.969465732574463,
        "grad_tau": 0.34253329038619995,
        "torsion": 0.0,
        "alignment": -11.880250930786133,
        "S_field": 0.8097694516181946,
        "Gamma_field": 0.31631797552108765,
        "S_over_Gamma": 2.559985637664795,
        "Da": 19.310359954833984,
        "E_coh": 0.8358895182609558,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.85,
              31.49
            ],
            [
              -82.83,
              31.49
            ],
            [
              -82.82,
              31.47
            ],
            [
              -82.79,
              31.47
            ],
            [
              -82.78,
              31.48
            ],
            [
              -82.77,
              31.46
            ],
            [
              -82.77,
              31.43
            ],
            [
              -82.76,
              31.42
            ],
            [
              -82.78,
              31.38
            ],
            [
              -82.88,
              31.38
            ],
            [
              -82.88,
              31.4
            ],
            [
              -82.87,
              31.41
            ],
            [
              -82.88,
              31.42
            ],
            [
              -82.86,
              31.45
            ],
            [
              -82.85,
              31.49
            ]
          ]
        ]
      },
      "raw_probability": 0.16,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1d4278053ef6ead05e3515c26cf16c61a380151f6c2cc1fa3a0b47424494a9d9",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.16,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1814a72ac1a8fc91480a08ae70a2cd0a02f60e171c3d90efd234e346496b8e52"
      },
      "receipt_sha256": "1814a72ac1a8fc91480a08ae70a2cd0a02f60e171c3d90efd234e346496b8e52"
    },
    {
      "storm_id": "3469",
      "lat": 27.4233,
      "lon": -83.5307,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2622.0,
      "ebshear": 9.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.1381
        },
        {
          "name": "alignment",
          "value": -5.1485
        },
        {
          "name": "tau",
          "value": 3.0615
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1563
      },
      "coherence_score": 3.061542510986328,
      "coherence_diagnostics": {
        "tau": 3.061542510986328,
        "grad_tau": 0.35122260451316833,
        "torsion": 0.0,
        "alignment": -5.148536205291748,
        "S_field": 1.2393231391906738,
        "Gamma_field": 0.20048461854457855,
        "S_over_Gamma": 6.181636810302734,
        "Da": 12.999093055725098,
        "E_coh": 0.9303007125854492,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.58,
              27.47
            ],
            [
              -83.57,
              27.46
            ],
            [
              -83.56,
              27.47
            ],
            [
              -83.51,
              27.47
            ],
            [
              -83.49,
              27.46
            ],
            [
              -83.47,
              27.43
            ],
            [
              -83.47,
              27.38
            ],
            [
              -83.48,
              27.37
            ],
            [
              -83.5,
              27.37
            ],
            [
              -83.51,
              27.38
            ],
            [
              -83.54,
              27.38
            ],
            [
              -83.56,
              27.39
            ],
            [
              -83.56,
              27.42
            ],
            [
              -83.58,
              27.43
            ],
            [
              -83.58,
              27.47
            ]
          ]
        ]
      },
      "raw_probability": 0.1563,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d02aee7451cf050637de7ffc90ca8ecdc12d3a01d16c2892d034e217455a40c7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1563,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad0d093945e30081c9b6bf7590f9048eb219c76f9f54fb79756b1f43f12d25da"
      },
      "receipt_sha256": "ad0d093945e30081c9b6bf7590f9048eb219c76f9f54fb79756b1f43f12d25da"
    },
    {
      "storm_id": "3417",
      "lat": 35.8781,
      "lon": -76.8556,
      "motion_east": 6.7,
      "motion_south": 0.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2717.0,
      "ebshear": 24.0,
      "srh01": 50.0,
      "maxllaz": 0.008,
      "mesh": 1.18,
      "flash_rate": 46.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3881
        },
        {
          "name": "alignment",
          "value": 0.1964
        },
        {
          "name": "tau",
          "value": 3.4086
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1562
      },
      "coherence_score": 3.4085936546325684,
      "coherence_diagnostics": {
        "tau": 3.4085936546325684,
        "grad_tau": 0.116568423807621,
        "torsion": 0.0,
        "alignment": 0.19641828536987305,
        "S_field": 1.0432246923446655,
        "Gamma_field": 0.3313179612159729,
        "S_over_Gamma": 3.1487114429473877,
        "Da": 19.786334991455078,
        "E_coh": 0.9392775297164917,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.84,
              35.97
            ],
            [
              -76.8,
              35.97
            ],
            [
              -76.78,
              35.96
            ],
            [
              -76.73,
              35.91
            ],
            [
              -76.73,
              35.87
            ],
            [
              -76.77,
              35.84
            ],
            [
              -76.82,
              35.83
            ],
            [
              -76.89,
              35.79
            ],
            [
              -76.92,
              35.79
            ],
            [
              -76.92,
              35.8
            ],
            [
              -76.94,
              35.82
            ],
            [
              -76.94,
              35.85
            ],
            [
              -76.95,
              35.87
            ],
            [
              -76.93,
              35.9
            ],
            [
              -76.89,
              35.91
            ],
            [
              -76.84,
              35.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1562,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cfbc1ff62c43a9fba2d5f92c0e4d226d00e14e5c4bd63a3fc7fad69b919029b9",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1562,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6cebe03cd561cb3f509f813b8e9b5290488ba74b919db8dace884c3614d74e0"
      },
      "receipt_sha256": "f6cebe03cd561cb3f509f813b8e9b5290488ba74b919db8dace884c3614d74e0"
    },
    {
      "storm_id": "3203",
      "lat": 34.9063,
      "lon": -88.2716,
      "motion_east": 4.9,
      "motion_south": 1.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4083.0,
      "ebshear": 17.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": -0.4399
        },
        {
          "name": "tau",
          "value": 3.4378
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1561
      },
      "coherence_score": 3.4377810955047607,
      "coherence_diagnostics": {
        "tau": 3.4377810955047607,
        "grad_tau": 0.376690149307251,
        "torsion": 0.0,
        "alignment": -0.4399166405200958,
        "S_field": 1.2522709369659424,
        "Gamma_field": 0.28381797671318054,
        "S_over_Gamma": 4.412232398986816,
        "Da": 18.158838272094727,
        "E_coh": 0.9788815379142761,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.3,
              35.01
            ],
            [
              -88.26,
              34.99
            ],
            [
              -88.27,
              34.97
            ],
            [
              -88.26,
              34.96
            ],
            [
              -88.26,
              34.92
            ],
            [
              -88.27,
              34.91
            ],
            [
              -88.25,
              34.89
            ],
            [
              -88.23,
              34.89
            ],
            [
              -88.2,
              34.87
            ],
            [
              -88.2,
              34.83
            ],
            [
              -88.21,
              34.81
            ],
            [
              -88.23,
              34.8
            ],
            [
              -88.27,
              34.8
            ],
            [
              -88.29,
              34.81
            ],
            [
              -88.35,
              34.87
            ],
            [
              -88.35,
              34.92
            ],
            [
              -88.32,
              34.96
            ],
            [
              -88.34,
              35.0
            ],
            [
              -88.3,
              35.01
            ]
          ]
        ]
      },
      "raw_probability": 0.1561,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3b223880f1178f9591dac641817d26f050b8522ebfb1f5ff74f672ba5d4dbc1b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1561,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a713a48c874a1acbc974de9937e35065f67e3c516eaf0e8807ff09370aa3e972"
      },
      "receipt_sha256": "a713a48c874a1acbc974de9937e35065f67e3c516eaf0e8807ff09370aa3e972"
    },
    {
      "storm_id": "2080",
      "lat": 29.8211,
      "lon": -88.4456,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2883.0,
      "ebshear": 21.0,
      "srh01": 91.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0131
        },
        {
          "name": "alignment",
          "value": -4.6285
        },
        {
          "name": "tau",
          "value": 1.9662
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1527
      },
      "coherence_score": 1.9661951065063477,
      "coherence_diagnostics": {
        "tau": 1.9661951065063477,
        "grad_tau": 0.5209923982620239,
        "torsion": 0.0,
        "alignment": -4.628493785858154,
        "S_field": 0.48958727717399597,
        "Gamma_field": 0.823818027973175,
        "S_over_Gamma": 0.594290554523468,
        "Da": 54.09495162963867,
        "E_coh": 0.787517786026001,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.48,
              29.86
            ],
            [
              -88.44,
              29.86
            ],
            [
              -88.41,
              29.83
            ],
            [
              -88.41,
              29.79
            ],
            [
              -88.42,
              29.78
            ],
            [
              -88.45,
              29.78
            ],
            [
              -88.46,
              29.79
            ],
            [
              -88.46,
              29.84
            ],
            [
              -88.48,
              29.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1527,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "74af38e5285fef51f246aed44c0b7ca3ca3781684d6b10f6ecd8be1a776cf962",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1527,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e9bd55f37479728a3d65aae1507fd14401e57e6951558992b739d9361d12d4b"
      },
      "receipt_sha256": "3e9bd55f37479728a3d65aae1507fd14401e57e6951558992b739d9361d12d4b"
    },
    {
      "storm_id": "3627",
      "lat": 35.2939,
      "lon": -80.635,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2407.0,
      "ebshear": 12.0,
      "srh01": 27.0,
      "maxllaz": 0.0,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1381
        },
        {
          "name": "alignment",
          "value": -7.0299
        },
        {
          "name": "tau",
          "value": 3.1343
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1502
      },
      "coherence_score": 3.134324550628662,
      "coherence_diagnostics": {
        "tau": 3.134324550628662,
        "grad_tau": 0.16222254931926727,
        "torsion": 0.0,
        "alignment": -7.029938697814941,
        "S_field": 0.4140845537185669,
        "Gamma_field": 0.2779846489429474,
        "S_over_Gamma": 1.4895950555801392,
        "Da": 16.805431365966797,
        "E_coh": 0.7467564940452576,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.62,
              35.33
            ],
            [
              -80.59,
              35.33
            ],
            [
              -80.58,
              35.32
            ],
            [
              -80.58,
              35.3
            ],
            [
              -80.57,
              35.29
            ],
            [
              -80.57,
              35.22
            ],
            [
              -80.61,
              35.24
            ],
            [
              -80.61,
              35.26
            ],
            [
              -80.62,
              35.27
            ],
            [
              -80.65,
              35.27
            ],
            [
              -80.68,
              35.29
            ],
            [
              -80.69,
              35.28
            ],
            [
              -80.71,
              35.3
            ],
            [
              -80.71,
              35.31
            ],
            [
              -80.69,
              35.32
            ],
            [
              -80.67,
              35.32
            ],
            [
              -80.66,
              35.31
            ],
            [
              -80.62,
              35.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1502,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7808a07dca8df48c2f646edd0e7ea788b00cb9c80002321046de0654f77f3358",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1502,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7fd8a959a3b8e9e895a26892dc6f5392ccde353bcd5cfac105faac1ddb185e88"
      },
      "receipt_sha256": "7fd8a959a3b8e9e895a26892dc6f5392ccde353bcd5cfac105faac1ddb185e88"
    },
    {
      "storm_id": "3647",
      "lat": 30.1856,
      "lon": -81.9711,
      "motion_east": -1.0,
      "motion_south": -7.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2432.0,
      "ebshear": 22.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6381
        },
        {
          "name": "alignment",
          "value": -2.2445
        },
        {
          "name": "tau",
          "value": 3.1007
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1452
      },
      "coherence_score": 3.1007423400878906,
      "coherence_diagnostics": {
        "tau": 3.1007423400878906,
        "grad_tau": 0.16581475734710693,
        "torsion": 0.0,
        "alignment": -2.2445456981658936,
        "S_field": 0.5795699954032898,
        "Gamma_field": 0.2296512871980667,
        "S_over_Gamma": 2.523695945739746,
        "Da": 13.116171836853027,
        "E_coh": 0.9712100028991699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.99,
              30.22
            ],
            [
              -81.94,
              30.22
            ],
            [
              -81.93,
              30.21
            ],
            [
              -81.93,
              30.16
            ],
            [
              -81.95,
              30.14
            ],
            [
              -81.99,
              30.14
            ],
            [
              -82.01,
              30.16
            ],
            [
              -82.01,
              30.2
            ],
            [
              -81.99,
              30.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1452,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1ed0a20da491eef3a705b747d7f3863ac918164bfa941bc790fa2a167be53e8a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1452,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a4c10f6620f58beaeb1cc8d0c7385b43d68ad3467828de69b353e149cec40d8"
      },
      "receipt_sha256": "9a4c10f6620f58beaeb1cc8d0c7385b43d68ad3467828de69b353e149cec40d8"
    },
    {
      "storm_id": "3204",
      "lat": 34.0183,
      "lon": -84.0867,
      "motion_east": 2.6,
      "motion_south": 0.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3188.0,
      "ebshear": 13.0,
      "srh01": 36.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7631
        },
        {
          "name": "alignment",
          "value": -6.1564
        },
        {
          "name": "tau",
          "value": 3.0904
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1442
      },
      "coherence_score": 3.0904428958892822,
      "coherence_diagnostics": {
        "tau": 3.0904428958892822,
        "grad_tau": 0.49160557985305786,
        "torsion": 0.0,
        "alignment": -6.156445503234863,
        "S_field": 0.6866335868835449,
        "Gamma_field": 0.4079846441745758,
        "S_over_Gamma": 1.6829887628555298,
        "Da": 25.22900390625,
        "E_coh": 0.8262854218482971,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.13,
              34.05
            ],
            [
              -84.05,
              34.05
            ],
            [
              -84.04,
              34.04
            ],
            [
              -84.04,
              33.96
            ],
            [
              -84.13,
              33.96
            ],
            [
              -84.13,
              34.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1442,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7593d1963956933b6d7bac4a0857f4c4ebedae0409861e1b2a82768f9ef68c8a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1442,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67bdbdbcdf05a116ceca6e00ef6a2c87bbaebd8d2917c2d5116310f2019e81b9"
      },
      "receipt_sha256": "67bdbdbcdf05a116ceca6e00ef6a2c87bbaebd8d2917c2d5116310f2019e81b9"
    },
    {
      "storm_id": "2417",
      "lat": 36.614,
      "lon": -74.694,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4697.0,
      "ebshear": 37.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.3881
        },
        {
          "name": "alignment",
          "value": -0.0796
        },
        {
          "name": "tau",
          "value": 3.6694
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1422
      },
      "coherence_score": 3.6694111824035645,
      "coherence_diagnostics": {
        "tau": 3.6694111824035645,
        "grad_tau": 0.29531213641166687,
        "torsion": 0.0,
        "alignment": -0.07957267761230469,
        "S_field": 1.0921357870101929,
        "Gamma_field": 0.3329846262931824,
        "S_over_Gamma": 3.2798385620117188,
        "Da": 19.88495445251465,
        "E_coh": 0.9285982251167297,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.7,
              36.66
            ],
            [
              -74.67,
              36.66
            ],
            [
              -74.65,
              36.64
            ],
            [
              -74.64,
              36.62
            ],
            [
              -74.65,
              36.61
            ],
            [
              -74.65,
              36.58
            ],
            [
              -74.66,
              36.56
            ],
            [
              -74.68,
              36.55
            ],
            [
              -74.73,
              36.55
            ],
            [
              -74.74,
              36.59
            ],
            [
              -74.75,
              36.6
            ],
            [
              -74.75,
              36.63
            ],
            [
              -74.73,
              36.65
            ],
            [
              -74.71,
              36.65
            ],
            [
              -74.7,
              36.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1422,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "572a3311277c03b54fe99747b1f8cf343a664cc384fe5891f8bb9a2cdae72cfe",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1422,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3064a692fe013bb0c2e0d1efb5d8f1d9acd438059840354a2f9ac5bcfb57ee9"
      },
      "receipt_sha256": "d3064a692fe013bb0c2e0d1efb5d8f1d9acd438059840354a2f9ac5bcfb57ee9"
    },
    {
      "storm_id": "2622",
      "lat": 35.1724,
      "lon": -88.0121,
      "motion_east": 4.2,
      "motion_south": 2.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3251.0,
      "ebshear": 18.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5131
        },
        {
          "name": "alignment",
          "value": 0.218
        },
        {
          "name": "tau",
          "value": 3.5227
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1422
      },
      "coherence_score": 3.522731065750122,
      "coherence_diagnostics": {
        "tau": 3.522731065750122,
        "grad_tau": 0.3370332717895508,
        "torsion": 0.0,
        "alignment": 0.21801349520683289,
        "S_field": 1.0103392601013184,
        "Gamma_field": 0.2829846441745758,
        "S_over_Gamma": 3.5702970027923584,
        "Da": 18.211565017700195,
        "E_coh": 0.9966498613357544,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.88,
              35.35
            ],
            [
              -87.85,
              35.35
            ],
            [
              -87.88,
              35.29
            ],
            [
              -87.87,
              35.28
            ],
            [
              -87.88,
              35.28
            ],
            [
              -87.93,
              35.24
            ],
            [
              -87.94,
              35.2
            ],
            [
              -88.0,
              35.14
            ],
            [
              -88.01,
              35.12
            ],
            [
              -88.01,
              35.1
            ],
            [
              -88.0,
              35.09
            ],
            [
              -88.0,
              35.05
            ],
            [
              -88.02,
              35.03
            ],
            [
              -88.06,
              35.01
            ],
            [
              -88.07,
              34.99
            ],
            [
              -88.11,
              34.95
            ],
            [
              -88.16,
              34.95
            ],
            [
              -88.17,
              34.96
            ],
            [
              -88.17,
              35.01
            ],
            [
              -88.14,
              35.04
            ],
            [
              -88.1,
              35.06
            ],
            [
              -88.06,
              35.11
            ],
            [
              -88.06,
              35.14
            ],
            [
              -88.1,
              35.19
            ],
            [
              -88.1,
              35.22
            ],
            [
              -88.08,
              35.24
            ],
            [
              -88.08,
              35.25
            ],
            [
              -88.06,
              35.27
            ],
            [
              -88.02,
              35.29
            ],
            [
              -87.97,
              35.3
            ],
            [
              -87.94,
              35.33
            ],
            [
              -87.92,
              35.34
            ],
            [
              -87.89,
              35.34
            ],
            [
              -87.88,
              35.35
            ]
          ]
        ]
      },
      "raw_probability": 0.1422,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "572a3311277c03b54fe99747b1f8cf343a664cc384fe5891f8bb9a2cdae72cfe",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1422,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3064a692fe013bb0c2e0d1efb5d8f1d9acd438059840354a2f9ac5bcfb57ee9"
      },
      "receipt_sha256": "d3064a692fe013bb0c2e0d1efb5d8f1d9acd438059840354a2f9ac5bcfb57ee9"
    },
    {
      "storm_id": "3017",
      "lat": 36.5464,
      "lon": -79.6539,
      "motion_east": 5.7,
      "motion_south": 3.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2505.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.011,
      "mesh": 0.5,
      "flash_rate": 39.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2631
        },
        {
          "name": "alignment",
          "value": 0.5425
        },
        {
          "name": "tau",
          "value": 3.0478
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1386
      },
      "coherence_score": 3.047827959060669,
      "coherence_diagnostics": {
        "tau": 3.047827959060669,
        "grad_tau": 0.3154538571834564,
        "torsion": 0.0,
        "alignment": 0.5424530506134033,
        "S_field": 1.2326593399047852,
        "Gamma_field": 0.2204846292734146,
        "S_over_Gamma": 5.590681552886963,
        "Da": 13.789251327514648,
        "E_coh": 0.8874412178993225,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.56,
              36.64
            ],
            [
              -79.55,
              36.64
            ],
            [
              -79.54,
              36.64
            ],
            [
              -79.53,
              36.64
            ],
            [
              -79.52,
              36.64
            ],
            [
              -79.51,
              36.63
            ],
            [
              -79.51,
              36.62
            ],
            [
              -79.51,
              36.61
            ],
            [
              -79.51,
              36.6
            ],
            [
              -79.51,
              36.59
            ],
            [
              -79.52,
              36.58
            ],
            [
              -79.53,
              36.57
            ],
            [
              -79.54,
              36.56
            ],
            [
              -79.54,
              36.55
            ],
            [
              -79.54,
              36.54
            ],
            [
              -79.54,
              36.53
            ],
            [
              -79.55,
              36.52
            ],
            [
              -79.55,
              36.51
            ],
            [
              -79.56,
              36.5
            ],
            [
              -79.57,
              36.49
            ],
            [
              -79.57,
              36.48
            ],
            [
              -79.58,
              36.47
            ],
            [
              -79.59,
              36.47
            ],
            [
              -79.6,
              36.46
            ],
            [
              -79.61,
              36.46
            ],
            [
              -79.62,
              36.46
            ],
            [
              -79.63,
              36.47
            ],
            [
              -79.64,
              36.48
            ],
            [
              -79.65,
              36.48
            ],
            [
              -79.66,
              36.49
            ],
            [
              -79.67,
              36.5
            ],
            [
              -79.68,
              36.51
            ],
            [
              -79.69,
              36.51
            ],
            [
              -79.7,
              36.51
            ],
            [
              -79.71,
              36.51
            ],
            [
              -79.72,
              36.51
            ],
            [
              -79.73,
              36.51
            ],
            [
              -79.74,
              36.51
            ],
            [
              -79.75,
              36.51
            ],
            [
              -79.76,
              36.51
            ],
            [
              -79.77,
              36.51
            ],
            [
              -79.78,
              36.51
            ],
            [
              -79.79,
              36.51
            ],
            [
              -79.8,
              36.5
            ],
            [
              -79.81,
              36.49
            ],
            [
              -79.82,
              36.49
            ],
            [
              -79.81,
              36.5
            ],
            [
              -79.8,
              36.51
            ],
            [
              -79.79,
              36.51
            ],
            [
              -79.78,
              36.52
            ],
            [
              -79.78,
              36.53
            ],
            [
              -79.77,
              36.53
            ],
            [
              -79.76,
              36.52
            ],
            [
              -79.75,
              36.52
            ],
            [
              -79.74,
              36.52
            ],
            [
              -79.73,
              36.52
            ],
            [
              -79.72,
              36.52
            ],
            [
              -79.71,
              36.53
            ],
            [
              -79.71,
              36.54
            ],
            [
              -79.71,
              36.55
            ],
            [
              -79.7,
              36.56
            ],
            [
              -79.7,
              36.57
            ],
            [
              -79.71,
              36.58
            ],
            [
              -79.72,
              36.58
            ],
            [
              -79.71,
              36.58
            ],
            [
              -79.7,
              36.58
            ],
            [
              -79.69,
              36.58
            ],
            [
              -79.68,
              36.58
            ],
            [
              -79.67,
              36.59
            ],
            [
              -79.66,
              36.59
            ],
            [
              -79.65,
              36.6
            ],
            [
              -79.64,
              36.6
            ],
            [
              -79.63,
              36.61
            ],
            [
              -79.62,
              36.61
            ],
            [
              -79.61,
              36.62
            ],
            [
              -79.6,
              36.62
            ],
            [
              -79.59,
              36.62
            ],
            [
              -79.58,
              36.63
            ],
            [
              -79.57,
              36.63
            ],
            [
              -79.56,
              36.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1386,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b7845184ab0037dd8a01d8171ddc04f8bfaab2f83ca12173927bd569b9c766eb",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1386,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0cc85ab106611f893c42ce9398a3bdb82c0f143fc50b508953193e8539331a60"
      },
      "receipt_sha256": "0cc85ab106611f893c42ce9398a3bdb82c0f143fc50b508953193e8539331a60"
    },
    {
      "storm_id": "1201",
      "lat": 34.0271,
      "lon": -87.9247,
      "motion_east": 2.6,
      "motion_south": 6.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2880.0,
      "ebshear": 17.0,
      "srh01": 55.0,
      "maxllaz": 0.005,
      "mesh": 0.37,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3881
        },
        {
          "name": "alignment",
          "value": 1.5246
        },
        {
          "name": "tau",
          "value": 3.2208
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1385
      },
      "coherence_score": 3.2207624912261963,
      "coherence_diagnostics": {
        "tau": 3.2207624912261963,
        "grad_tau": 0.4665432274341583,
        "torsion": 0.0,
        "alignment": 1.5245810747146606,
        "S_field": 1.0778422355651855,
        "Gamma_field": 0.3363179564476013,
        "S_over_Gamma": 3.204831123352051,
        "Da": 21.903562545776367,
        "E_coh": 0.9997044801712036,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.96,
              34.13
            ],
            [
              -87.91,
              34.13
            ],
            [
              -87.8,
              34.05
            ],
            [
              -87.79,
              34.03
            ],
            [
              -87.79,
              33.98
            ],
            [
              -87.82,
              33.94
            ],
            [
              -87.87,
              33.94
            ],
            [
              -87.89,
              33.96
            ],
            [
              -87.9,
              34.0
            ],
            [
              -87.92,
              34.02
            ],
            [
              -87.98,
              34.02
            ],
            [
              -88.0,
              34.0
            ],
            [
              -88.03,
              34.0
            ],
            [
              -88.04,
              34.01
            ],
            [
              -88.04,
              34.04
            ],
            [
              -88.02,
              34.08
            ],
            [
              -87.96,
              34.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1385,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b954283d63bbc066f169c13c19d5767097ca4212aff2d292f0e0649d8aa036dd",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1385,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54b27f990e3fc140fae3e1ad1a09cdda7ac1b1b995745083f891a0960dec092d"
      },
      "receipt_sha256": "54b27f990e3fc140fae3e1ad1a09cdda7ac1b1b995745083f891a0960dec092d"
    },
    {
      "storm_id": "699",
      "lat": 30.7439,
      "lon": -87.507,
      "motion_east": 2.4,
      "motion_south": 10.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2708.0,
      "ebshear": 15.0,
      "srh01": 42.0,
      "maxllaz": 0.007,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.0131
        },
        {
          "name": "alignment",
          "value": -1.5269
        },
        {
          "name": "tau",
          "value": 2.501
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1382
      },
      "coherence_score": 2.5010223388671875,
      "coherence_diagnostics": {
        "tau": 2.5010223388671875,
        "grad_tau": 0.42222878336906433,
        "torsion": 0.0,
        "alignment": -1.5268809795379639,
        "S_field": 0.5410391688346863,
        "Gamma_field": 0.5504845976829529,
        "S_over_Gamma": 0.9828416109085083,
        "Da": 35.74492263793945,
        "E_coh": 0.9238657355308533,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.51,
              30.87
            ],
            [
              -87.45,
              30.87
            ],
            [
              -87.43,
              30.85
            ],
            [
              -87.42,
              30.85
            ],
            [
              -87.4,
              30.81
            ],
            [
              -87.4,
              30.76
            ],
            [
              -87.39,
              30.75
            ],
            [
              -87.4,
              30.74
            ],
            [
              -87.41,
              30.7
            ],
            [
              -87.49,
              30.62
            ],
            [
              -87.51,
              30.61
            ],
            [
              -87.56,
              30.61
            ],
            [
              -87.57,
              30.62
            ],
            [
              -87.59,
              30.62
            ],
            [
              -87.62,
              30.65
            ],
            [
              -87.62,
              30.68
            ],
            [
              -87.61,
              30.7
            ],
            [
              -87.59,
              30.71
            ],
            [
              -87.55,
              30.75
            ],
            [
              -87.55,
              30.81
            ],
            [
              -87.54,
              30.82
            ],
            [
              -87.54,
              30.84
            ],
            [
              -87.51,
              30.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1382,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ccf00b37f74fbcf11ef7c42cfe0bd1f75f39c13d0fc63248b17f4ad3fca65347",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1382,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9daef3fa5a70d4011e278a43ea7670a91726547ab41c790847ac16a3a6d926b0"
      },
      "receipt_sha256": "9daef3fa5a70d4011e278a43ea7670a91726547ab41c790847ac16a3a6d926b0"
    },
    {
      "storm_id": "3464",
      "lat": 31.4488,
      "lon": -102.9163,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1618.0,
      "ebshear": 4.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.64,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 11.6195
        },
        {
          "name": "tau",
          "value": 1.0932
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.136
      },
      "coherence_score": 1.0932185649871826,
      "coherence_diagnostics": {
        "tau": 1.0932185649871826,
        "grad_tau": 0.0978654995560646,
        "torsion": 0.0,
        "alignment": 11.619473457336426,
        "S_field": 0.4720788598060608,
        "Gamma_field": 0.606317937374115,
        "S_over_Gamma": 0.7785995006561279,
        "Da": 36.238521575927734,
        "E_coh": 0.28946036100387573,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.93,
              31.48
            ],
            [
              -102.89,
              31.48
            ],
            [
              -102.88,
              31.47
            ],
            [
              -102.88,
              31.42
            ],
            [
              -102.9,
              31.4
            ],
            [
              -102.96,
              31.41
            ],
            [
              -102.96,
              31.45
            ],
            [
              -102.93,
              31.48
            ]
          ]
        ]
      },
      "raw_probability": 0.136,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0142acf371d863df6b8126eeae1efd00b8ac6b665e289be052108709f2238769",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.136,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd29a44dfc6ee5692e1c9120430508c2af51e0bcafbd7a3f5a930d4c29e29b4b"
      },
      "receipt_sha256": "dd29a44dfc6ee5692e1c9120430508c2af51e0bcafbd7a3f5a930d4c29e29b4b"
    },
    {
      "storm_id": "3524",
      "lat": 31.308,
      "lon": -102.637,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1229.0,
      "ebshear": 7.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 11.6195
        },
        {
          "name": "tau",
          "value": 1.0932
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.136
      },
      "coherence_score": 1.0932185649871826,
      "coherence_diagnostics": {
        "tau": 1.0932185649871826,
        "grad_tau": 0.0978654995560646,
        "torsion": 0.0,
        "alignment": 11.619473457336426,
        "S_field": 0.4720788598060608,
        "Gamma_field": 0.606317937374115,
        "S_over_Gamma": 0.7785995006561279,
        "Da": 36.238521575927734,
        "E_coh": 0.28946036100387573,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.67,
              31.35
            ],
            [
              -102.65,
              31.33
            ],
            [
              -102.61,
              31.33
            ],
            [
              -102.6,
              31.32
            ],
            [
              -102.59,
              31.3
            ],
            [
              -102.6,
              31.26
            ],
            [
              -102.64,
              31.26
            ],
            [
              -102.66,
              31.27
            ],
            [
              -102.68,
              31.31
            ],
            [
              -102.67,
              31.35
            ]
          ]
        ]
      },
      "raw_probability": 0.136,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0142acf371d863df6b8126eeae1efd00b8ac6b665e289be052108709f2238769",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.136,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd29a44dfc6ee5692e1c9120430508c2af51e0bcafbd7a3f5a930d4c29e29b4b"
      },
      "receipt_sha256": "dd29a44dfc6ee5692e1c9120430508c2af51e0bcafbd7a3f5a930d4c29e29b4b"
    },
    {
      "storm_id": "2824",
      "lat": 50.9375,
      "lon": -92.7888,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1899.0,
      "ebshear": 34.0,
      "srh01": 54.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.5131
        },
        {
          "name": "alignment",
          "value": -3.7787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1349
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8539905548095703,
        "torsion": 0.0,
        "alignment": -3.7786731719970703,
        "S_field": 1.179479718208313,
        "Gamma_field": 0.3496512770652771,
        "S_over_Gamma": 3.373302936553955,
        "Da": 22.487497329711914,
        "E_coh": 0.8836488723754883,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.87,
              50.96
            ],
            [
              -92.73,
              50.96
            ],
            [
              -92.73,
              50.94
            ],
            [
              -92.74,
              50.92
            ],
            [
              -92.76,
              50.91
            ],
            [
              -92.79,
              50.91
            ],
            [
              -92.82,
              50.94
            ],
            [
              -92.87,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1349,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8d526cb64cecd28c7df9541009af64cc16ce062c74da74384805eb0ddafb2bf2",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1349,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "140feae3ba80ed36416cd9e33b5d715ed2a9f984866604dd27e48decac7dfc3a"
      },
      "receipt_sha256": "140feae3ba80ed36416cd9e33b5d715ed2a9f984866604dd27e48decac7dfc3a"
    },
    {
      "storm_id": "3487",
      "lat": 36.4022,
      "lon": -78.8511,
      "motion_east": 4.9,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2874.0,
      "ebshear": 19.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0131
        },
        {
          "name": "alignment",
          "value": 4.4872
        },
        {
          "name": "tau",
          "value": 2.9714
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1335
      },
      "coherence_score": 2.971388339996338,
      "coherence_diagnostics": {
        "tau": 2.971388339996338,
        "grad_tau": 0.17610645294189453,
        "torsion": 0.0,
        "alignment": 4.487216949462891,
        "S_field": 0.507714033126831,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 1.5401548147201538,
        "Da": 20.801509857177734,
        "E_coh": 0.7559916973114014,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.87,
              36.44
            ],
            [
              -78.83,
              36.44
            ],
            [
              -78.81,
              36.42
            ],
            [
              -78.81,
              36.37
            ],
            [
              -78.83,
              36.35
            ],
            [
              -78.86,
              36.35
            ],
            [
              -78.89,
              36.38
            ],
            [
              -78.89,
              36.43
            ],
            [
              -78.87,
              36.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1335,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ae2f3a1877bf57ee0000fcb337b35f9883342cf1dd29cb8aec00782c49f63bda",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1335,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5da5e72331d87e6d8c9342983e178cea79f763e46887a2d18516f3ab7a6ddd9d"
      },
      "receipt_sha256": "5da5e72331d87e6d8c9342983e178cea79f763e46887a2d18516f3ab7a6ddd9d"
    },
    {
      "storm_id": "3482",
      "lat": 37.7977,
      "lon": -86.6346,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3457.0,
      "ebshear": 21.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 72.6381
        },
        {
          "name": "alignment",
          "value": -7.3378
        },
        {
          "name": "tau",
          "value": 3.6708
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1328
      },
      "coherence_score": 3.6707611083984375,
      "coherence_diagnostics": {
        "tau": 3.6707611083984375,
        "grad_tau": 0.604846715927124,
        "torsion": 0.0,
        "alignment": -7.337792873382568,
        "S_field": 1.1396710872650146,
        "Gamma_field": 0.20298461616039276,
        "S_over_Gamma": 5.614568710327148,
        "Da": 12.385231971740723,
        "E_coh": 0.8562020063400269,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.68,
              37.85
            ],
            [
              -86.6,
              37.85
            ],
            [
              -86.6,
              37.83
            ],
            [
              -86.59,
              37.82
            ],
            [
              -86.61,
              37.8
            ],
            [
              -86.62,
              37.78
            ],
            [
              -86.61,
              37.77
            ],
            [
              -86.62,
              37.76
            ],
            [
              -86.64,
              37.76
            ],
            [
              -86.65,
              37.77
            ],
            [
              -86.67,
              37.77
            ],
            [
              -86.68,
              37.76
            ],
            [
              -86.68,
              37.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1328,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "80ff097627cd86ae87a25faa783d89c69bfa7d24dbd8a40b7b25802a1424dbe3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1328,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76347479f423278a4827e3d0c1cff42c39b3d077b26f05a8df9d3cffd7c2d956"
      },
      "receipt_sha256": "76347479f423278a4827e3d0c1cff42c39b3d077b26f05a8df9d3cffd7c2d956"
    },
    {
      "storm_id": "1884",
      "lat": 48.71,
      "lon": -90.4533,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1431.0,
      "ebshear": 32.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6381
        },
        {
          "name": "alignment",
          "value": -1.7146
        },
        {
          "name": "tau",
          "value": 0.8202
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1324
      },
      "coherence_score": 0.8201839923858643,
      "coherence_diagnostics": {
        "tau": 0.8201839923858643,
        "grad_tau": 0.5948395133018494,
        "torsion": 0.0,
        "alignment": -1.7145699262619019,
        "S_field": 0.8124455213546753,
        "Gamma_field": 0.3038179576396942,
        "S_over_Gamma": 2.674119472503662,
        "Da": 18.669803619384766,
        "E_coh": 0.796836256980896,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.46,
              48.75
            ],
            [
              -90.41,
              48.74
            ],
            [
              -90.38,
              48.71
            ],
            [
              -90.38,
              48.68
            ],
            [
              -90.41,
              48.66
            ],
            [
              -90.47,
              48.66
            ],
            [
              -90.49,
              48.67
            ],
            [
              -90.49,
              48.7
            ],
            [
              -90.52,
              48.72
            ],
            [
              -90.5,
              48.74
            ],
            [
              -90.47,
              48.74
            ],
            [
              -90.46,
              48.75
            ]
          ]
        ]
      },
      "raw_probability": 0.1324,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "de30e85d791dd0a5269dc3be2a9939a8face6c9407f35ff35f2c2d0d68a388ef",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1324,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "805eb151391bf7982831e42724028f90d8f844a8664a3edc174759b97866122f"
      },
      "receipt_sha256": "805eb151391bf7982831e42724028f90d8f844a8664a3edc174759b97866122f"
    },
    {
      "storm_id": "3349",
      "lat": 31.27,
      "lon": -86.8142,
      "motion_east": 0.0,
      "motion_south": 6.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2681.0,
      "ebshear": 14.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -1.3033
        },
        {
          "name": "tau",
          "value": 3.1627
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1298
      },
      "coherence_score": 3.162660598754883,
      "coherence_diagnostics": {
        "tau": 3.162660598754883,
        "grad_tau": 0.0423872284591198,
        "torsion": 0.0,
        "alignment": -1.3033126592636108,
        "S_field": 1.570225715637207,
        "Gamma_field": 0.30048462748527527,
        "S_over_Gamma": 5.225644111633301,
        "Da": 19.612842559814453,
        "E_coh": 0.9869683980941772,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.82,
              31.33
            ],
            [
              -86.79,
              31.33
            ],
            [
              -86.77,
              31.31
            ],
            [
              -86.76,
              31.31
            ],
            [
              -86.76,
              31.29
            ],
            [
              -86.79,
              31.23
            ],
            [
              -86.8,
              31.23
            ],
            [
              -86.83,
              31.2
            ],
            [
              -86.87,
              31.2
            ],
            [
              -86.88,
              31.22
            ],
            [
              -86.88,
              31.26
            ],
            [
              -86.82,
              31.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1298,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a60c1c1813b5e7c666ad9f96e0e9bee813e21e80f4223097da2e2971306a30af",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1298,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8404d708374c4ff1ddba2fb3f902421d92f7e744e5af4a142cf3bb2e82fce1f2"
      },
      "receipt_sha256": "8404d708374c4ff1ddba2fb3f902421d92f7e744e5af4a142cf3bb2e82fce1f2"
    },
    {
      "storm_id": "1311",
      "lat": 36.6086,
      "lon": -85.3993,
      "motion_east": 6.0,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3355.0,
      "ebshear": 23.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.4,
      "flash_rate": 38.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.5131
        },
        {
          "name": "alignment",
          "value": -1.5065
        },
        {
          "name": "tau",
          "value": 4.287
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.128
      },
      "coherence_score": 4.287023067474365,
      "coherence_diagnostics": {
        "tau": 4.287023067474365,
        "grad_tau": 0.34136825799942017,
        "torsion": 0.0,
        "alignment": -1.5065473318099976,
        "S_field": 1.8193196058273315,
        "Gamma_field": 0.22548462450504303,
        "S_over_Gamma": 8.068486213684082,
        "Da": 13.91042709350586,
        "E_coh": 0.9917962551116943,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.43,
              36.69
            ],
            [
              -85.38,
              36.69
            ],
            [
              -85.35,
              36.66
            ],
            [
              -85.35,
              36.62
            ],
            [
              -85.33,
              36.59
            ],
            [
              -85.33,
              36.53
            ],
            [
              -85.34,
              36.52
            ],
            [
              -85.35,
              36.53
            ],
            [
              -85.41,
              36.53
            ],
            [
              -85.47,
              36.58
            ],
            [
              -85.47,
              36.61
            ],
            [
              -85.48,
              36.63
            ],
            [
              -85.47,
              36.65
            ],
            [
              -85.43,
              36.69
            ]
          ]
        ]
      },
      "raw_probability": 0.128,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3ebaf417a021fdad9990db4479807ae32e17f2af16d92e12d20309d5cb48792b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.128,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e378b2ffc81e6fdf6c62c05b7efdfd09a7620360c55dfe6f63da3c4e0a7089b"
      },
      "receipt_sha256": "0e378b2ffc81e6fdf6c62c05b7efdfd09a7620360c55dfe6f63da3c4e0a7089b"
    },
    {
      "storm_id": "3382",
      "lat": 34.1775,
      "lon": -88.3888,
      "motion_east": 1.7,
      "motion_south": 4.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3786.0,
      "ebshear": 20.0,
      "srh01": 92.0,
      "maxllaz": 0.004,
      "mesh": 0.45,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6381
        },
        {
          "name": "alignment",
          "value": 0.9159
        },
        {
          "name": "tau",
          "value": 2.8215
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1267
      },
      "coherence_score": 2.8214523792266846,
      "coherence_diagnostics": {
        "tau": 2.8214523792266846,
        "grad_tau": 0.3389824628829956,
        "torsion": 0.0,
        "alignment": 0.9159093499183655,
        "S_field": 0.7155842781066895,
        "Gamma_field": 0.3571512997150421,
        "S_over_Gamma": 2.0035886764526367,
        "Da": 22.960840225219727,
        "E_coh": 0.993988573551178,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.4,
              34.21
            ],
            [
              -88.35,
              34.21
            ],
            [
              -88.35,
              34.16
            ],
            [
              -88.37,
              34.14
            ],
            [
              -88.4,
              34.14
            ],
            [
              -88.42,
              34.15
            ],
            [
              -88.42,
              34.2
            ],
            [
              -88.4,
              34.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1267,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1ca44640ccd1152fda653c96cf7bc9fa7ff4e00ae5191182b9086da8217f0787",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1267,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0dc5ee0ef41e50f5509c577bbf6e835bb9747e428a98ec5ee33fbd2f13287f7a"
      },
      "receipt_sha256": "0dc5ee0ef41e50f5509c577bbf6e835bb9747e428a98ec5ee33fbd2f13287f7a"
    },
    {
      "storm_id": "3154",
      "lat": 36.7744,
      "lon": -82.1144,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2441.0,
      "ebshear": 18.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.8881
        },
        {
          "name": "alignment",
          "value": -4.8351
        },
        {
          "name": "tau",
          "value": 3.7534
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1261
      },
      "coherence_score": 3.7533719539642334,
      "coherence_diagnostics": {
        "tau": 3.7533719539642334,
        "grad_tau": 0.6095989942550659,
        "torsion": 0.0,
        "alignment": -4.835109710693359,
        "S_field": 1.4455411434173584,
        "Gamma_field": 0.17881794273853302,
        "S_over_Gamma": 8.083870887756348,
        "Da": 10.856841087341309,
        "E_coh": 0.958843469619751,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.13,
              36.82
            ],
            [
              -82.11,
              36.82
            ],
            [
              -82.06,
              36.78
            ],
            [
              -82.06,
              36.74
            ],
            [
              -82.07,
              36.73
            ],
            [
              -82.13,
              36.72
            ],
            [
              -82.17,
              36.75
            ],
            [
              -82.17,
              36.79
            ],
            [
              -82.13,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1261,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ba71bc56996c7a97026831051056d952a7d64da8036edf8058108ccb0bbc951f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1261,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0c6ba3fe0b4e543380755d3a65438ce2f733e32301ff28eddf5a398857d92af0"
      },
      "receipt_sha256": "0c6ba3fe0b4e543380755d3a65438ce2f733e32301ff28eddf5a398857d92af0"
    },
    {
      "storm_id": "3550",
      "lat": 35.8202,
      "lon": -85.1027,
      "motion_east": 0.0,
      "motion_south": 4.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2977.0,
      "ebshear": 16.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 30.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.6381
        },
        {
          "name": "alignment",
          "value": -2.2846
        },
        {
          "name": "tau",
          "value": 4.3118
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1259
      },
      "coherence_score": 4.311829566955566,
      "coherence_diagnostics": {
        "tau": 4.311829566955566,
        "grad_tau": 0.12454693764448166,
        "torsion": 0.0,
        "alignment": -2.2846293449401855,
        "S_field": 1.4760185480117798,
        "Gamma_field": 0.25381797552108765,
        "S_over_Gamma": 5.8152642250061035,
        "Da": 16.783185958862305,
        "E_coh": 0.9812878370285034,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.08,
              36.03
            ],
            [
              -85.04,
              36.03
            ],
            [
              -85.03,
              36.02
            ],
            [
              -84.98,
              36.01
            ],
            [
              -84.92,
              35.98
            ],
            [
              -84.87,
              35.94
            ],
            [
              -84.87,
              35.9
            ],
            [
              -84.88,
              35.89
            ],
            [
              -84.94,
              35.89
            ],
            [
              -84.98,
              35.92
            ],
            [
              -85.05,
              35.92
            ],
            [
              -85.08,
              35.89
            ],
            [
              -85.06,
              35.85
            ],
            [
              -85.07,
              35.82
            ],
            [
              -85.05,
              35.79
            ],
            [
              -85.06,
              35.77
            ],
            [
              -85.06,
              35.72
            ],
            [
              -85.08,
              35.69
            ],
            [
              -85.07,
              35.67
            ],
            [
              -85.07,
              35.65
            ],
            [
              -85.08,
              35.64
            ],
            [
              -85.08,
              35.6
            ],
            [
              -85.11,
              35.57
            ],
            [
              -85.14,
              35.57
            ],
            [
              -85.15,
              35.56
            ],
            [
              -85.19,
              35.59
            ],
            [
              -85.19,
              35.61
            ],
            [
              -85.2,
              35.62
            ],
            [
              -85.2,
              35.68
            ],
            [
              -85.19,
              35.69
            ],
            [
              -85.19,
              35.72
            ],
            [
              -85.21,
              35.76
            ],
            [
              -85.23,
              35.78
            ],
            [
              -85.23,
              35.81
            ],
            [
              -85.28,
              35.87
            ],
            [
              -85.28,
              35.92
            ],
            [
              -85.24,
              35.95
            ],
            [
              -85.21,
              35.95
            ],
            [
              -85.19,
              35.92
            ],
            [
              -85.2,
              35.85
            ],
            [
              -85.17,
              35.82
            ],
            [
              -85.14,
              35.82
            ],
            [
              -85.12,
              35.84
            ],
            [
              -85.12,
              35.9
            ],
            [
              -85.07,
              35.94
            ],
            [
              -85.1,
              35.97
            ],
            [
              -85.1,
              36.01
            ],
            [
              -85.08,
              36.03
            ]
          ]
        ]
      },
      "raw_probability": 0.1259,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d0cb3e9fb17b64e8c12d0a1ab9dfbd13e2fbc8eefc7f1ca744c8792010afdba6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1259,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69ffb619cb7a15af2fe02b3166a12f9968ee26785d495e70b2050395e88c9bec"
      },
      "receipt_sha256": "69ffb619cb7a15af2fe02b3166a12f9968ee26785d495e70b2050395e88c9bec"
    },
    {
      "storm_id": "3621",
      "lat": 36.7167,
      "lon": -87.2711,
      "motion_east": 0.8,
      "motion_south": 4.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3864.0,
      "ebshear": 19.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.7631
        },
        {
          "name": "alignment",
          "value": 1.2288
        },
        {
          "name": "tau",
          "value": 4.121
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.122
      },
      "coherence_score": 4.120971202850342,
      "coherence_diagnostics": {
        "tau": 4.120971202850342,
        "grad_tau": 0.2753492295742035,
        "torsion": 0.0,
        "alignment": 1.2287588119506836,
        "S_field": 1.5655338764190674,
        "Gamma_field": 0.20298461616039276,
        "S_over_Gamma": 7.712574005126953,
        "Da": 12.61237907409668,
        "E_coh": 0.9826666116714478,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.28,
              36.75
            ],
            [
              -87.26,
              36.75
            ],
            [
              -87.24,
              36.73
            ],
            [
              -87.24,
              36.69
            ],
            [
              -87.25,
              36.68
            ],
            [
              -87.29,
              36.68
            ],
            [
              -87.3,
              36.69
            ],
            [
              -87.3,
              36.73
            ],
            [
              -87.28,
              36.75
            ]
          ]
        ]
      },
      "raw_probability": 0.122,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "c1b41df2ef30173af71d72fcdeadedd9ab58024d4e26038b03c23aa006b07385",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.122,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1a45878aba475ca7ee39676229fd03fc76c4b3c99bb498f605c3ba1446faa055"
      },
      "receipt_sha256": "1a45878aba475ca7ee39676229fd03fc76c4b3c99bb498f605c3ba1446faa055"
    },
    {
      "storm_id": "3188",
      "lat": 28.5917,
      "lon": -82.0729,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2268.0,
      "ebshear": 24.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.5131
        },
        {
          "name": "alignment",
          "value": -2.8202
        },
        {
          "name": "tau",
          "value": 3.0453
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1198
      },
      "coherence_score": 3.045313835144043,
      "coherence_diagnostics": {
        "tau": 3.045313835144043,
        "grad_tau": 0.23161588609218597,
        "torsion": 0.0,
        "alignment": -2.8202109336853027,
        "S_field": 0.6530275940895081,
        "Gamma_field": 0.22215129435062408,
        "S_over_Gamma": 2.9395623207092285,
        "Da": 13.67013931274414,
        "E_coh": 0.9716257452964783,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.12,
              28.7
            ],
            [
              -82.11,
              28.69
            ],
            [
              -82.1,
              28.69
            ],
            [
              -82.09,
              28.69
            ],
            [
              -82.08,
              28.69
            ],
            [
              -82.07,
              28.69
            ],
            [
              -82.06,
              28.68
            ],
            [
              -82.05,
              28.67
            ],
            [
              -82.05,
              28.66
            ],
            [
              -82.04,
              28.65
            ],
            [
              -82.04,
              28.64
            ],
            [
              -82.03,
              28.63
            ],
            [
              -82.03,
              28.62
            ],
            [
              -82.03,
              28.61
            ],
            [
              -82.03,
              28.6
            ],
            [
              -82.03,
              28.59
            ],
            [
              -82.03,
              28.58
            ],
            [
              -82.03,
              28.57
            ],
            [
              -82.03,
              28.56
            ],
            [
              -82.02,
              28.55
            ],
            [
              -82.01,
              28.55
            ],
            [
              -82.0,
              28.56
            ],
            [
              -82.0,
              28.55
            ],
            [
              -82.01,
              28.55
            ],
            [
              -82.02,
              28.55
            ],
            [
              -82.03,
              28.54
            ],
            [
              -82.03,
              28.53
            ],
            [
              -82.03,
              28.52
            ],
            [
              -82.03,
              28.51
            ],
            [
              -82.03,
              28.5
            ],
            [
              -82.04,
              28.49
            ],
            [
              -82.05,
              28.5
            ],
            [
              -82.05,
              28.51
            ],
            [
              -82.06,
              28.52
            ],
            [
              -82.07,
              28.52
            ],
            [
              -82.08,
              28.52
            ],
            [
              -82.09,
              28.52
            ],
            [
              -82.1,
              28.52
            ],
            [
              -82.11,
              28.51
            ],
            [
              -82.11,
              28.52
            ],
            [
              -82.11,
              28.53
            ],
            [
              -82.11,
              28.54
            ],
            [
              -82.11,
              28.55
            ],
            [
              -82.12,
              28.56
            ],
            [
              -82.12,
              28.57
            ],
            [
              -82.12,
              28.58
            ],
            [
              -82.12,
              28.59
            ],
            [
              -82.12,
              28.6
            ],
            [
              -82.12,
              28.61
            ],
            [
              -82.13,
              28.62
            ],
            [
              -82.13,
              28.63
            ],
            [
              -82.13,
              28.64
            ],
            [
              -82.13,
              28.65
            ],
            [
              -82.13,
              28.66
            ],
            [
              -82.13,
              28.67
            ],
            [
              -82.13,
              28.68
            ],
            [
              -82.13,
              28.69
            ],
            [
              -82.12,
              28.7
            ]
          ]
        ]
      },
      "raw_probability": 0.1198,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0273d350fec4fdf1ae107d68f7c870a14a786bf3092ecfe120befe74d2d1820d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1198,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ad27daf0b970379759cd98b1d86ab4cd7fa97d01dc06e219d4e18f43f24791a"
      },
      "receipt_sha256": "8ad27daf0b970379759cd98b1d86ab4cd7fa97d01dc06e219d4e18f43f24791a"
    },
    {
      "storm_id": "3276",
      "lat": 36.627,
      "lon": -86.952,
      "motion_east": 0.8,
      "motion_south": 4.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3351.0,
      "ebshear": 22.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.7631
        },
        {
          "name": "alignment",
          "value": 1.2288
        },
        {
          "name": "tau",
          "value": 4.121
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1186
      },
      "coherence_score": 4.120971202850342,
      "coherence_diagnostics": {
        "tau": 4.120971202850342,
        "grad_tau": 0.2753492295742035,
        "torsion": 0.0,
        "alignment": 1.2287588119506836,
        "S_field": 1.5655338764190674,
        "Gamma_field": 0.20298461616039276,
        "S_over_Gamma": 7.712574005126953,
        "Da": 12.61237907409668,
        "E_coh": 0.9826666116714478,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.98,
              36.67
            ],
            [
              -86.91,
              36.67
            ],
            [
              -86.89,
              36.65
            ],
            [
              -86.89,
              36.6
            ],
            [
              -86.93,
              36.58
            ],
            [
              -86.96,
              36.58
            ],
            [
              -86.98,
              36.59
            ],
            [
              -87.0,
              36.61
            ],
            [
              -87.0,
              36.65
            ],
            [
              -86.98,
              36.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1186,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1186,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "893dbffe456697cdaac37dfbc8042c95a2642daaefc0f6af8bc762d171cfac4e"
      },
      "receipt_sha256": "893dbffe456697cdaac37dfbc8042c95a2642daaefc0f6af8bc762d171cfac4e"
    },
    {
      "storm_id": "2643",
      "lat": 29.431,
      "lon": -84.367,
      "motion_east": -3.0,
      "motion_south": -4.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1463.0,
      "ebshear": 11.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8881
        },
        {
          "name": "alignment",
          "value": 3.5434
        },
        {
          "name": "tau",
          "value": 3.1212
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1167
      },
      "coherence_score": 3.1212124824523926,
      "coherence_diagnostics": {
        "tau": 3.1212124824523926,
        "grad_tau": 0.2731114625930786,
        "torsion": 0.0,
        "alignment": 3.5433621406555176,
        "S_field": 1.129135251045227,
        "Gamma_field": 0.22798462212085724,
        "S_over_Gamma": 4.952681541442871,
        "Da": 13.743690490722656,
        "E_coh": 0.9471255540847778,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.4,
              29.46
            ],
            [
              -84.34,
              29.46
            ],
            [
              -84.33,
              29.45
            ],
            [
              -84.3,
              29.45
            ],
            [
              -84.3,
              29.39
            ],
            [
              -84.38,
              29.39
            ],
            [
              -84.4,
              29.4
            ],
            [
              -84.41,
              29.41
            ],
            [
              -84.41,
              29.44
            ],
            [
              -84.4,
              29.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1167,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "87bb90f7504e6000c274b9be2ac7a3a3cb2b5881f44fd5bdf848be1c1ead83f8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1167,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc6335eaf1e26e2cb4686b1a632a8417a1832241f1373895b9c670e0f1682919"
      },
      "receipt_sha256": "dc6335eaf1e26e2cb4686b1a632a8417a1832241f1373895b9c670e0f1682919"
    },
    {
      "storm_id": "1753",
      "lat": 27.5738,
      "lon": -81.0775,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3576.0,
      "ebshear": 25.0,
      "srh01": 40.0,
      "maxllaz": 0.008,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0131
        },
        {
          "name": "alignment",
          "value": -1.5641
        },
        {
          "name": "tau",
          "value": 2.8419
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1163
      },
      "coherence_score": 2.841859817504883,
      "coherence_diagnostics": {
        "tau": 2.841859817504883,
        "grad_tau": 0.28634119033813477,
        "torsion": 0.0,
        "alignment": -1.5640757083892822,
        "S_field": 1.068930745124817,
        "Gamma_field": 0.20215128362178802,
        "S_over_Gamma": 5.287775993347168,
        "Da": 11.36054801940918,
        "E_coh": 0.9497304558753967,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.08,
              27.61
            ],
            [
              -81.06,
              27.61
            ],
            [
              -81.03,
              27.59
            ],
            [
              -81.03,
              27.55
            ],
            [
              -81.06,
              27.52
            ],
            [
              -81.14,
              27.52
            ],
            [
              -81.14,
              27.58
            ],
            [
              -81.08,
              27.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1163,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9a54fb948183146038c4bc8e2e34ad2c52c8f96a9c3177bd4c2ac5d391e322e7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1163,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbb9b2b98edfbc3cbc8b5758672e077cefb1df9632d53834ca21956c2150dab7"
      },
      "receipt_sha256": "bbb9b2b98edfbc3cbc8b5758672e077cefb1df9632d53834ca21956c2150dab7"
    },
    {
      "storm_id": "2506",
      "lat": 29.4085,
      "lon": -83.9923,
      "motion_east": -4.0,
      "motion_south": -5.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1827.0,
      "ebshear": 11.0,
      "srh01": 40.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8881
        },
        {
          "name": "alignment",
          "value": 3.5434
        },
        {
          "name": "tau",
          "value": 3.1212
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.116
      },
      "coherence_score": 3.1212124824523926,
      "coherence_diagnostics": {
        "tau": 3.1212124824523926,
        "grad_tau": 0.2731114625930786,
        "torsion": 0.0,
        "alignment": 3.5433621406555176,
        "S_field": 1.129135251045227,
        "Gamma_field": 0.22798462212085724,
        "S_over_Gamma": 4.952681541442871,
        "Da": 13.743690490722656,
        "E_coh": 0.9471255540847778,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.99,
              29.49
            ],
            [
              -83.93,
              29.48
            ],
            [
              -83.9,
              29.45
            ],
            [
              -83.9,
              29.43
            ],
            [
              -83.88,
              29.41
            ],
            [
              -83.87,
              29.41
            ],
            [
              -83.86,
              29.39
            ],
            [
              -83.86,
              29.36
            ],
            [
              -83.88,
              29.33
            ],
            [
              -83.9,
              29.32
            ],
            [
              -83.94,
              29.32
            ],
            [
              -83.98,
              29.36
            ],
            [
              -83.97,
              29.4
            ],
            [
              -83.99,
              29.42
            ],
            [
              -84.03,
              29.41
            ],
            [
              -84.09,
              29.35
            ],
            [
              -84.13,
              29.35
            ],
            [
              -84.14,
              29.36
            ],
            [
              -84.14,
              29.41
            ],
            [
              -84.12,
              29.43
            ],
            [
              -84.1,
              29.43
            ],
            [
              -84.08,
              29.45
            ],
            [
              -84.06,
              29.45
            ],
            [
              -84.05,
              29.46
            ],
            [
              -84.02,
              29.46
            ],
            [
              -83.99,
              29.49
            ]
          ]
        ]
      },
      "raw_probability": 0.116,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ea79663ce3edb52231e4649771e466f8afa068885ebf9306d70471e6dade5139",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.116,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e142ac9873f491134ae4801e36a46ae41958c411d8fd7b2cd4ac28f945fb8857"
      },
      "receipt_sha256": "e142ac9873f491134ae4801e36a46ae41958c411d8fd7b2cd4ac28f945fb8857"
    },
    {
      "storm_id": "3168",
      "lat": 34.3956,
      "lon": -87.9967,
      "motion_east": 2.4,
      "motion_south": 6.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3574.0,
      "ebshear": 17.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": -0.4399
        },
        {
          "name": "tau",
          "value": 3.4378
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1153
      },
      "coherence_score": 3.4377810955047607,
      "coherence_diagnostics": {
        "tau": 3.4377810955047607,
        "grad_tau": 0.376690149307251,
        "torsion": 0.0,
        "alignment": -0.4399166405200958,
        "S_field": 1.2522709369659424,
        "Gamma_field": 0.28381797671318054,
        "S_over_Gamma": 4.412232398986816,
        "Da": 18.158838272094727,
        "E_coh": 0.9788815379142761,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.0,
              34.43
            ],
            [
              -87.95,
              34.43
            ],
            [
              -87.95,
              34.38
            ],
            [
              -87.98,
              34.35
            ],
            [
              -88.01,
              34.35
            ],
            [
              -88.03,
              34.37
            ],
            [
              -88.03,
              34.4
            ],
            [
              -88.02,
              34.42
            ],
            [
              -88.0,
              34.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1153,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2d5a5f5d4728f13f4025694923586d952379e18c67e558f54f937c46441cdf81",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1153,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ed95aa04e091c9861ee92e19d5d135f4a88d2b72e5b256632155f4fd896495b"
      },
      "receipt_sha256": "3ed95aa04e091c9861ee92e19d5d135f4a88d2b72e5b256632155f4fd896495b"
    },
    {
      "storm_id": "3390",
      "lat": 28.0606,
      "lon": -82.9112,
      "motion_east": 0.5,
      "motion_south": 0.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2138.0,
      "ebshear": 14.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.1381
        },
        {
          "name": "alignment",
          "value": -4.5013
        },
        {
          "name": "tau",
          "value": 3.2273
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1149
      },
      "coherence_score": 3.2273104190826416,
      "coherence_diagnostics": {
        "tau": 3.2273104190826416,
        "grad_tau": 0.1578616052865982,
        "torsion": 0.0,
        "alignment": -4.501319408416748,
        "S_field": 0.9678693413734436,
        "Gamma_field": 0.23465129733085632,
        "S_over_Gamma": 4.12471342086792,
        "Da": 14.366374015808105,
        "E_coh": 0.8750985860824585,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.96,
              28.16
            ],
            [
              -82.91,
              28.16
            ],
            [
              -82.9,
              28.15
            ],
            [
              -82.87,
              28.09
            ],
            [
              -82.87,
              28.07
            ],
            [
              -82.84,
              28.02
            ],
            [
              -82.84,
              27.96
            ],
            [
              -82.85,
              27.95
            ],
            [
              -82.91,
              27.95
            ],
            [
              -82.91,
              27.97
            ],
            [
              -82.93,
              27.98
            ],
            [
              -82.95,
              28.02
            ],
            [
              -82.95,
              28.08
            ],
            [
              -82.97,
              28.12
            ],
            [
              -82.96,
              28.13
            ],
            [
              -82.96,
              28.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1149,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0f5c0908e7c114adaf4d64b519476c498cb550ddca31fc68dead13d7c457d288",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1149,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "114db07f3793c227b7593f8dce298d6bc74a2f0e82fadbe5ad7234e3b675fb8d"
      },
      "receipt_sha256": "114db07f3793c227b7593f8dce298d6bc74a2f0e82fadbe5ad7234e3b675fb8d"
    },
    {
      "storm_id": "3475",
      "lat": 48.2892,
      "lon": -90.4833,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2347.0,
      "ebshear": 30.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6381
        },
        {
          "name": "alignment",
          "value": -1.7146
        },
        {
          "name": "tau",
          "value": 0.8202
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1146
      },
      "coherence_score": 0.8201839923858643,
      "coherence_diagnostics": {
        "tau": 0.8201839923858643,
        "grad_tau": 0.5948395133018494,
        "torsion": 0.0,
        "alignment": -1.7145699262619019,
        "S_field": 0.8124455213546753,
        "Gamma_field": 0.3038179576396942,
        "S_over_Gamma": 2.674119472503662,
        "Da": 18.669803619384766,
        "E_coh": 0.796836256980896,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.53,
              48.34
            ],
            [
              -90.46,
              48.34
            ],
            [
              -90.46,
              48.33
            ],
            [
              -90.43,
              48.3
            ],
            [
              -90.43,
              48.26
            ],
            [
              -90.45,
              48.23
            ],
            [
              -90.48,
              48.23
            ],
            [
              -90.49,
              48.25
            ],
            [
              -90.51,
              48.26
            ],
            [
              -90.51,
              48.29
            ],
            [
              -90.52,
              48.3
            ],
            [
              -90.53,
              48.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1146,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6695f3898a59e496ae84e3b00f5ee78c1c81cbcdd246572c1208eb188223b21f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1146,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "81600d44d8bf654bceb3572119a4144687f449b0f9637f33ec16b51fe99e6d57"
      },
      "receipt_sha256": "81600d44d8bf654bceb3572119a4144687f449b0f9637f33ec16b51fe99e6d57"
    },
    {
      "storm_id": "3325",
      "lat": 24.6582,
      "lon": -84.2191,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2623.0,
      "ebshear": 14.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8881
        },
        {
          "name": "alignment",
          "value": -4.6588
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1128
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.5554580688476562,
        "torsion": 0.0,
        "alignment": -4.65882682800293,
        "S_field": 1.1474695205688477,
        "Gamma_field": 0.22298462688922882,
        "S_over_Gamma": 5.145957946777344,
        "Da": 13.408707618713379,
        "E_coh": 0.9242206811904907,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.21,
              24.7
            ],
            [
              -84.19,
              24.67
            ],
            [
              -84.2,
              24.66
            ],
            [
              -84.19,
              24.64
            ],
            [
              -84.2,
              24.62
            ],
            [
              -84.22,
              24.62
            ],
            [
              -84.24,
              24.64
            ],
            [
              -84.26,
              24.64
            ],
            [
              -84.26,
              24.67
            ],
            [
              -84.23,
              24.68
            ],
            [
              -84.21,
              24.7
            ]
          ]
        ]
      },
      "raw_probability": 0.1128,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9cd31be4c4eff0f248661c0f4e69606e2add17f14d9490dd40612944df0855ee",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1128,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcc902f960b0a20ddc74a2a85cfde6220febc863aaa3d8be3eb57c065a9bcf35"
      },
      "receipt_sha256": "bcc902f960b0a20ddc74a2a85cfde6220febc863aaa3d8be3eb57c065a9bcf35"
    },
    {
      "storm_id": "3234",
      "lat": 34.2763,
      "lon": -82.2537,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2051.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.38,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3881
        },
        {
          "name": "alignment",
          "value": -4.4663
        },
        {
          "name": "tau",
          "value": 2.9954
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.111
      },
      "coherence_score": 2.9953906536102295,
      "coherence_diagnostics": {
        "tau": 2.9953906536102295,
        "grad_tau": 0.20667512714862823,
        "torsion": 0.0,
        "alignment": -4.466325759887695,
        "S_field": 0.6770851612091064,
        "Gamma_field": 0.25381794571876526,
        "S_over_Gamma": 2.6676015853881836,
        "Da": 15.919598579406738,
        "E_coh": 0.850079357624054,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.24,
              34.31
            ],
            [
              -82.22,
              34.29
            ],
            [
              -82.22,
              34.27
            ],
            [
              -82.24,
              34.24
            ],
            [
              -82.27,
              34.24
            ],
            [
              -82.3,
              34.27
            ],
            [
              -82.3,
              34.28
            ],
            [
              -82.24,
              34.31
            ]
          ]
        ]
      },
      "raw_probability": 0.111,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "77664806ae650430654c345026aa2a3c9389172f17575cbbc5a6ac5ce01f6d5b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.111,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3670bf3e280d17b42052376a26a64a296c37d1720d1da00fd30434eb074e93fb"
      },
      "receipt_sha256": "3670bf3e280d17b42052376a26a64a296c37d1720d1da00fd30434eb074e93fb"
    },
    {
      "storm_id": "3656",
      "lat": 27.2356,
      "lon": -80.28,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3275.0,
      "ebshear": 20.0,
      "srh01": 53.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2631
        },
        {
          "name": "alignment",
          "value": -0.9563
        },
        {
          "name": "tau",
          "value": 2.7074
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1107
      },
      "coherence_score": 2.7074289321899414,
      "coherence_diagnostics": {
        "tau": 2.7074289321899414,
        "grad_tau": 0.3044961988925934,
        "torsion": 0.0,
        "alignment": -0.956251859664917,
        "S_field": 0.5583383440971375,
        "Gamma_field": 0.2271512895822525,
        "S_over_Gamma": 2.4580020904541016,
        "Da": 13.60214614868164,
        "E_coh": 0.8656592965126038,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.32,
              27.28
            ],
            [
              -80.24,
              27.28
            ],
            [
              -80.24,
              27.17
            ],
            [
              -80.25,
              27.18
            ],
            [
              -80.25,
              27.22
            ],
            [
              -80.27,
              27.24
            ],
            [
              -80.31,
              27.24
            ],
            [
              -80.32,
              27.23
            ],
            [
              -80.32,
              27.28
            ]
          ]
        ]
      },
      "raw_probability": 0.1107,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "50ec91b2bda684dec3d48268553be27a229046df0570c153ac1f12e9e34d075c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1107,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7cfaca913c3a781e69cbe0b0c6fc88308f9b085630d1740c1a6d0c898851e10b"
      },
      "receipt_sha256": "7cfaca913c3a781e69cbe0b0c6fc88308f9b085630d1740c1a6d0c898851e10b"
    },
    {
      "storm_id": "3067",
      "lat": 30.046,
      "lon": -85.585,
      "motion_east": 0.0,
      "motion_south": 5.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2024.0,
      "ebshear": 18.0,
      "srh01": 51.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8881
        },
        {
          "name": "alignment",
          "value": -0.9252
        },
        {
          "name": "tau",
          "value": 2.9841
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1099
      },
      "coherence_score": 2.984079360961914,
      "coherence_diagnostics": {
        "tau": 2.984079360961914,
        "grad_tau": 0.11510089039802551,
        "torsion": 0.0,
        "alignment": -0.9252126216888428,
        "S_field": 1.0214744806289673,
        "Gamma_field": 0.3504846394062042,
        "S_over_Gamma": 2.9144628047943115,
        "Da": 21.679533004760742,
        "E_coh": 0.9732831716537476,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.67,
              30.13
            ],
            [
              -85.66,
              30.13
            ],
            [
              -85.66,
              30.12
            ],
            [
              -85.64,
              30.1
            ],
            [
              -85.61,
              30.1
            ],
            [
              -85.59,
              30.11
            ],
            [
              -85.56,
              30.08
            ],
            [
              -85.55,
              30.08
            ],
            [
              -85.55,
              30.07
            ],
            [
              -85.48,
              30.0
            ],
            [
              -85.47,
              29.98
            ],
            [
              -85.47,
              29.95
            ],
            [
              -85.5,
              29.92
            ],
            [
              -85.55,
              29.92
            ],
            [
              -85.56,
              29.93
            ],
            [
              -85.58,
              29.98
            ],
            [
              -85.63,
              30.03
            ],
            [
              -85.64,
              30.07
            ],
            [
              -85.66,
              30.09
            ],
            [
              -85.67,
              30.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1099,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "80488a17158bba9de8c47d8598d6e9cae0e08d9c3444eff4e3566a1ed2f208f5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1099,
        "probability": 0.002104,
        "confidence_lo": 0.002074,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b9fa0f4c058f363ef0984b19af897653fd88f7785db99af0f6fb16cfd1c2f24"
      },
      "receipt_sha256": "0b9fa0f4c058f363ef0984b19af897653fd88f7785db99af0f6fb16cfd1c2f24"
    },
    {
      "storm_id": "3632",
      "lat": 34.26,
      "lon": -81.9517,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2329.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3881
        },
        {
          "name": "alignment",
          "value": -4.4663
        },
        {
          "name": "tau",
          "value": 2.9954
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1081
      },
      "coherence_score": 2.9953906536102295,
      "coherence_diagnostics": {
        "tau": 2.9953906536102295,
        "grad_tau": 0.20667512714862823,
        "torsion": 0.0,
        "alignment": -4.466325759887695,
        "S_field": 0.6770851612091064,
        "Gamma_field": 0.25381794571876526,
        "S_over_Gamma": 2.6676015853881836,
        "Da": 15.919598579406738,
        "E_coh": 0.850079357624054,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.01,
              34.31
            ],
            [
              -81.92,
              34.31
            ],
            [
              -81.89,
              34.28
            ],
            [
              -81.92,
              34.24
            ],
            [
              -81.92,
              34.23
            ],
            [
              -81.9,
              34.21
            ],
            [
              -81.94,
              34.23
            ],
            [
              -81.96,
              34.22
            ],
            [
              -81.96,
              34.24
            ],
            [
              -81.99,
              34.27
            ],
            [
              -82.0,
              34.27
            ],
            [
              -82.01,
              34.31
            ]
          ]
        ]
      },
      "raw_probability": 0.1081,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e83204c5dab42ad4182f80f19949227b1d68eb44f29d0ed6add96a181b66821f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1081,
        "probability": 0.002103,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcda38fcdf7a27c4a554346fff165926cbf2524ecfd8aa7952ed21aa6db6e1c2"
      },
      "receipt_sha256": "bcda38fcdf7a27c4a554346fff165926cbf2524ecfd8aa7952ed21aa6db6e1c2"
    },
    {
      "storm_id": "2430",
      "lat": 34.4188,
      "lon": -87.2329,
      "motion_east": 4.7,
      "motion_south": 6.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2284.0,
      "ebshear": 16.0,
      "srh01": 36.0,
      "maxllaz": 0.006,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2631
        },
        {
          "name": "alignment",
          "value": 1.6836
        },
        {
          "name": "tau",
          "value": 3.6897
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1078
      },
      "coherence_score": 3.689654588699341,
      "coherence_diagnostics": {
        "tau": 3.689654588699341,
        "grad_tau": 0.20725855231285095,
        "torsion": 0.0,
        "alignment": 1.6835691928863525,
        "S_field": 1.177948236465454,
        "Gamma_field": 0.31881797313690186,
        "S_over_Gamma": 3.6947360038757324,
        "Da": 20.084514617919922,
        "E_coh": 1.0036894083023071,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.25,
              34.53
            ],
            [
              -87.2,
              34.53
            ],
            [
              -87.16,
              34.49
            ],
            [
              -87.17,
              34.47
            ],
            [
              -87.17,
              34.4
            ],
            [
              -87.16,
              34.39
            ],
            [
              -87.16,
              34.37
            ],
            [
              -87.19,
              34.33
            ],
            [
              -87.21,
              34.34
            ],
            [
              -87.22,
              34.33
            ],
            [
              -87.23,
              34.34
            ],
            [
              -87.3,
              34.35
            ],
            [
              -87.32,
              34.36
            ],
            [
              -87.35,
              34.4
            ],
            [
              -87.35,
              34.44
            ],
            [
              -87.27,
              34.52
            ],
            [
              -87.25,
              34.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1078,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b07ce6bb7dff211e6e2c79345037de52d13d391f11793a39294347f6864f42cf",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1078,
        "probability": 0.002103,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.002104,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe45948ce188acef75d9bb62a9369e4ffd8e508903f3698510c338964f04049b"
      },
      "receipt_sha256": "fe45948ce188acef75d9bb62a9369e4ffd8e508903f3698510c338964f04049b"
    },
    {
      "storm_id": "3581",
      "lat": 36.5271,
      "lon": -86.3957,
      "motion_east": 4.6,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3232.0,
      "ebshear": 21.0,
      "srh01": 42.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.5131
        },
        {
          "name": "alignment",
          "value": 0.6595
        },
        {
          "name": "tau",
          "value": 4.253
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1067
      },
      "coherence_score": 4.2530317306518555,
      "coherence_diagnostics": {
        "tau": 4.2530317306518555,
        "grad_tau": 0.33059242367744446,
        "torsion": 0.0,
        "alignment": 0.6594860553741455,
        "S_field": 1.5575246810913086,
        "Gamma_field": 0.22381794452667236,
        "S_over_Gamma": 6.958890914916992,
        "Da": 14.267340660095215,
        "E_coh": 0.9849865436553955,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.43,
              36.56
            ],
            [
              -86.35,
              36.55
            ],
            [
              -86.35,
              36.51
            ],
            [
              -86.36,
              36.5
            ],
            [
              -86.42,
              36.5
            ],
            [
              -86.43,
              36.51
            ],
            [
              -86.43,
              36.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1067,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff22a480215e02d10ec6c7315a216fbec94fa3baf0214691825e45eac728c88a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1067,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2474d48a74e40935979ea802d5cc2d5a51318e65882c3126e15b9b362aa4b6e8"
      },
      "receipt_sha256": "2474d48a74e40935979ea802d5cc2d5a51318e65882c3126e15b9b362aa4b6e8"
    },
    {
      "storm_id": "3602",
      "lat": 30.1931,
      "lon": -85.5738,
      "motion_east": 0.0,
      "motion_south": 5.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2269.0,
      "ebshear": 16.0,
      "srh01": 36.0,
      "maxllaz": 0.011,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8881
        },
        {
          "name": "alignment",
          "value": -0.9252
        },
        {
          "name": "tau",
          "value": 2.9841
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1063
      },
      "coherence_score": 2.984079360961914,
      "coherence_diagnostics": {
        "tau": 2.984079360961914,
        "grad_tau": 0.11510089039802551,
        "torsion": 0.0,
        "alignment": -0.9252126216888428,
        "S_field": 1.0214744806289673,
        "Gamma_field": 0.3504846394062042,
        "S_over_Gamma": 2.9144628047943115,
        "Da": 21.679533004760742,
        "E_coh": 0.9732831716537476,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.61,
              30.23
            ],
            [
              -85.57,
              30.23
            ],
            [
              -85.56,
              30.22
            ],
            [
              -85.54,
              30.22
            ],
            [
              -85.52,
              30.2
            ],
            [
              -85.52,
              30.17
            ],
            [
              -85.53,
              30.15
            ],
            [
              -85.57,
              30.15
            ],
            [
              -85.59,
              30.14
            ],
            [
              -85.61,
              30.16
            ],
            [
              -85.61,
              30.2
            ],
            [
              -85.62,
              30.21
            ],
            [
              -85.61,
              30.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1063,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "dc5f66b85f058a1779764f5ba460c3994e72de4e4d2cc0e4aebfd4f128ad8843",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1063,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68f872e2275ca286099472518c8cc9bd147bf0fc31420ce91efc38cf7115b925"
      },
      "receipt_sha256": "68f872e2275ca286099472518c8cc9bd147bf0fc31420ce91efc38cf7115b925"
    },
    {
      "storm_id": "3063",
      "lat": 35.997,
      "lon": -86.413,
      "motion_east": 4.6,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3518.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2631
        },
        {
          "name": "alignment",
          "value": 1.3665
        },
        {
          "name": "tau",
          "value": 4.3096
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1021
      },
      "coherence_score": 4.309560775756836,
      "coherence_diagnostics": {
        "tau": 4.309560775756836,
        "grad_tau": 0.18417266011238098,
        "torsion": 0.0,
        "alignment": 1.36646568775177,
        "S_field": 1.6014468669891357,
        "Gamma_field": 0.23048461973667145,
        "S_over_Gamma": 6.948172569274902,
        "Da": 15.190495491027832,
        "E_coh": 0.9946117401123047,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.39,
              36.03
            ],
            [
              -86.38,
              36.02
            ],
            [
              -86.38,
              35.98
            ],
            [
              -86.39,
              35.96
            ],
            [
              -86.44,
              35.96
            ],
            [
              -86.45,
              35.97
            ],
            [
              -86.45,
              35.99
            ],
            [
              -86.43,
              36.01
            ],
            [
              -86.43,
              36.02
            ],
            [
              -86.39,
              36.03
            ]
          ]
        ]
      },
      "raw_probability": 0.1021,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b333f9231cfe7387f388a32d0c9745b1e96cbd5b4a89128338331179309ac895",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1021,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f88ec8008196ed8338a8366e38679264b42eb9a84d90f8217425c09f7c067dde"
      },
      "receipt_sha256": "f88ec8008196ed8338a8366e38679264b42eb9a84d90f8217425c09f7c067dde"
    },
    {
      "storm_id": "3622",
      "lat": 36.448,
      "lon": -85.927,
      "motion_east": 5.0,
      "motion_south": 2.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2840.0,
      "ebshear": 18.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2631
        },
        {
          "name": "alignment",
          "value": 1.3665
        },
        {
          "name": "tau",
          "value": 4.3096
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1018
      },
      "coherence_score": 4.309560775756836,
      "coherence_diagnostics": {
        "tau": 4.309560775756836,
        "grad_tau": 0.18417266011238098,
        "torsion": 0.0,
        "alignment": 1.36646568775177,
        "S_field": 1.6014468669891357,
        "Gamma_field": 0.23048461973667145,
        "S_over_Gamma": 6.948172569274902,
        "Da": 15.190495491027832,
        "E_coh": 0.9946117401123047,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.94,
              36.49
            ],
            [
              -85.93,
              36.47
            ],
            [
              -85.88,
              36.43
            ],
            [
              -85.89,
              36.43
            ],
            [
              -85.91,
              36.41
            ],
            [
              -85.94,
              36.41
            ],
            [
              -85.95,
              36.42
            ],
            [
              -85.95,
              36.46
            ],
            [
              -85.94,
              36.47
            ],
            [
              -85.94,
              36.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1018,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f49fdcbe8db9fb4ead3534b40a67aedf177472b10579de069902a71d9fa7a160",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1018,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b918569104e04bbc7feafbfea11e55e511c24e27a4aa113b450ae5967f449a4a"
      },
      "receipt_sha256": "b918569104e04bbc7feafbfea11e55e511c24e27a4aa113b450ae5967f449a4a"
    },
    {
      "storm_id": "3648",
      "lat": 29.9578,
      "lon": -83.7467,
      "motion_east": 0.2,
      "motion_south": 0.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2101.0,
      "ebshear": 15.0,
      "srh01": 66.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8881
        },
        {
          "name": "alignment",
          "value": 3.5434
        },
        {
          "name": "tau",
          "value": 3.1212
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1015
      },
      "coherence_score": 3.1212124824523926,
      "coherence_diagnostics": {
        "tau": 3.1212124824523926,
        "grad_tau": 0.2731114625930786,
        "torsion": 0.0,
        "alignment": 3.5433621406555176,
        "S_field": 1.129135251045227,
        "Gamma_field": 0.22798462212085724,
        "S_over_Gamma": 4.952681541442871,
        "Da": 13.743690490722656,
        "E_coh": 0.9471255540847778,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.76,
              29.99
            ],
            [
              -83.74,
              29.99
            ],
            [
              -83.7,
              29.96
            ],
            [
              -83.72,
              29.92
            ],
            [
              -83.73,
              29.93
            ],
            [
              -83.76,
              29.93
            ],
            [
              -83.77,
              29.94
            ],
            [
              -83.78,
              29.97
            ],
            [
              -83.76,
              29.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1015,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1015,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15d780c542fc6d8f7aac07fead2e9bdc36365a94c35596a0fa804c942e6f50c5"
      },
      "receipt_sha256": "15d780c542fc6d8f7aac07fead2e9bdc36365a94c35596a0fa804c942e6f50c5"
    },
    {
      "storm_id": "3653",
      "lat": 29.1,
      "lon": -83.93,
      "motion_east": -4.0,
      "motion_south": -5.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1773.0,
      "ebshear": 11.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.3881
        },
        {
          "name": "alignment",
          "value": 1.4042
        },
        {
          "name": "tau",
          "value": 3.3037
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1001
      },
      "coherence_score": 3.3037149906158447,
      "coherence_diagnostics": {
        "tau": 3.3037149906158447,
        "grad_tau": 0.09585108608007431,
        "torsion": 0.0,
        "alignment": 1.404199242591858,
        "S_field": 1.073266625404358,
        "Gamma_field": 0.23215128481388092,
        "S_over_Gamma": 4.623134613037109,
        "Da": 14.760981559753418,
        "E_coh": 0.9781112670898438,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.94,
              29.13
            ],
            [
              -83.91,
              29.13
            ],
            [
              -83.9,
              29.12
            ],
            [
              -83.91,
              29.11
            ],
            [
              -83.91,
              29.07
            ],
            [
              -83.92,
              29.06
            ],
            [
              -83.95,
              29.06
            ],
            [
              -83.96,
              29.07
            ],
            [
              -83.96,
              29.12
            ],
            [
              -83.94,
              29.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1001,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2bbe8d3dc5244e323574980441bf0feac30a981b43bbe82495257c3d99842a3d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.1001,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac8a549970ddb3b6195ba73313c05e4cd08d1d750ded70a4693761d44ea5e279"
      },
      "receipt_sha256": "ac8a549970ddb3b6195ba73313c05e4cd08d1d750ded70a4693761d44ea5e279"
    },
    {
      "storm_id": "3638",
      "lat": 31.2133,
      "lon": -87.4822,
      "motion_east": -1.0,
      "motion_south": 9.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3110.0,
      "ebshear": 16.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8881
        },
        {
          "name": "alignment",
          "value": -1.1764
        },
        {
          "name": "tau",
          "value": 2.895
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0999
      },
      "coherence_score": 2.8950066566467285,
      "coherence_diagnostics": {
        "tau": 2.8950066566467285,
        "grad_tau": 0.4772973656654358,
        "torsion": 0.0,
        "alignment": -1.176425576210022,
        "S_field": 1.3476977348327637,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 4.088252544403076,
        "Da": 21.173202514648438,
        "E_coh": 0.9810166358947754,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.48,
              31.24
            ],
            [
              -87.46,
              31.24
            ],
            [
              -87.45,
              31.23
            ],
            [
              -87.45,
              31.21
            ],
            [
              -87.47,
              31.17
            ],
            [
              -87.51,
              31.18
            ],
            [
              -87.52,
              31.19
            ],
            [
              -87.52,
              31.22
            ],
            [
              -87.48,
              31.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0999,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0fcc3daee0408a0dcb237cb350813139640f1d57adfddd844ab3f56391646eed",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0999,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab4bbc85b6eedf0caf430d3e29a78d26eb82d02c9c60c8a9d025ce7d0a8cce30"
      },
      "receipt_sha256": "ab4bbc85b6eedf0caf430d3e29a78d26eb82d02c9c60c8a9d025ce7d0a8cce30"
    },
    {
      "storm_id": "3552",
      "lat": 34.334,
      "lon": -88.114,
      "motion_east": 2.4,
      "motion_south": 6.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0017,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3776.0,
      "ebshear": 17.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3881
        },
        {
          "name": "alignment",
          "value": 1.5246
        },
        {
          "name": "tau",
          "value": 3.2208
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 3.2207624912261963,
      "coherence_diagnostics": {
        "tau": 3.2207624912261963,
        "grad_tau": 0.4665432274341583,
        "torsion": 0.0,
        "alignment": 1.5245810747146606,
        "S_field": 1.0778422355651855,
        "Gamma_field": 0.3363179564476013,
        "S_over_Gamma": 3.204831123352051,
        "Da": 21.903562545776367,
        "E_coh": 0.9997044801712036,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.1,
              34.37
            ],
            [
              -88.08,
              34.35
            ],
            [
              -88.08,
              34.3
            ],
            [
              -88.09,
              34.29
            ],
            [
              -88.14,
              34.29
            ],
            [
              -88.15,
              34.3
            ],
            [
              -88.15,
              34.35
            ],
            [
              -88.14,
              34.36
            ],
            [
              -88.11,
              34.36
            ],
            [
              -88.1,
              34.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0014,
      "confidence_hi": 0.0017,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0996,
        "probability": 0.001672,
        "confidence_lo": 0.001439,
        "confidence_hi": 0.001673,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4149da314e8b20513c4878bef083f2c03a6899bf3139a12a2ff3dfdae7e0734"
      },
      "receipt_sha256": "f4149da314e8b20513c4878bef083f2c03a6899bf3139a12a2ff3dfdae7e0734"
    },
    {
      "storm_id": "2361",
      "lat": 34.0015,
      "lon": -87.5931,
      "motion_east": 2.5,
      "motion_south": 6.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2123.0,
      "ebshear": 17.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.3881
        },
        {
          "name": "alignment",
          "value": 1.5246
        },
        {
          "name": "tau",
          "value": 3.2208
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0981
      },
      "coherence_score": 3.2207624912261963,
      "coherence_diagnostics": {
        "tau": 3.2207624912261963,
        "grad_tau": 0.4665432274341583,
        "torsion": 0.0,
        "alignment": 1.5245810747146606,
        "S_field": 1.0778422355651855,
        "Gamma_field": 0.3363179564476013,
        "S_over_Gamma": 3.204831123352051,
        "Da": 21.903562545776367,
        "E_coh": 0.9997044801712036,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.62,
              34.06
            ],
            [
              -87.59,
              34.06
            ],
            [
              -87.58,
              34.04
            ],
            [
              -87.56,
              34.03
            ],
            [
              -87.56,
              34.01
            ],
            [
              -87.55,
              34.0
            ],
            [
              -87.55,
              33.95
            ],
            [
              -87.56,
              33.93
            ],
            [
              -87.61,
              33.93
            ],
            [
              -87.63,
              33.95
            ],
            [
              -87.63,
              33.98
            ],
            [
              -87.65,
              34.02
            ],
            [
              -87.62,
              34.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0981,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "20800d9747a33807952c93c572a8e0aebf9fd0252d45a21bdf751a93eca54644",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0981,
        "probability": 0.001644,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001644,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b496f71897f59838c775f04098e60df08abf5239798ba60e15802544e1c2495e"
      },
      "receipt_sha256": "b496f71897f59838c775f04098e60df08abf5239798ba60e15802544e1c2495e"
    },
    {
      "storm_id": "3125",
      "lat": 34.1469,
      "lon": -82.1708,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2060.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.26,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.3881
        },
        {
          "name": "alignment",
          "value": -4.4663
        },
        {
          "name": "tau",
          "value": 2.9954
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0974
      },
      "coherence_score": 2.9953906536102295,
      "coherence_diagnostics": {
        "tau": 2.9953906536102295,
        "grad_tau": 0.20667512714862823,
        "torsion": 0.0,
        "alignment": -4.466325759887695,
        "S_field": 0.6770851612091064,
        "Gamma_field": 0.25381794571876526,
        "S_over_Gamma": 2.6676015853881836,
        "Da": 15.919598579406738,
        "E_coh": 0.850079357624054,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.19,
              34.19
            ],
            [
              -82.14,
              34.19
            ],
            [
              -82.11,
              34.17
            ],
            [
              -82.11,
              34.15
            ],
            [
              -82.13,
              34.11
            ],
            [
              -82.15,
              34.1
            ],
            [
              -82.18,
              34.1
            ],
            [
              -82.2,
              34.11
            ],
            [
              -82.2,
              34.12
            ],
            [
              -82.22,
              34.14
            ],
            [
              -82.2,
              34.16
            ],
            [
              -82.2,
              34.18
            ],
            [
              -82.19,
              34.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0974,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0974,
        "probability": 0.001644,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001644,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b26dad04f3d715d6b791e52d1b8c715891602539c4b2fbea494c092fde80ab89"
      },
      "receipt_sha256": "b26dad04f3d715d6b791e52d1b8c715891602539c4b2fbea494c092fde80ab89"
    },
    {
      "storm_id": "3448",
      "lat": 36.144,
      "lon": -76.491,
      "motion_east": 4.4,
      "motion_south": 0.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3523.0,
      "ebshear": 29.0,
      "srh01": 60.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3881
        },
        {
          "name": "alignment",
          "value": 0.1964
        },
        {
          "name": "tau",
          "value": 3.4086
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.097
      },
      "coherence_score": 3.4085936546325684,
      "coherence_diagnostics": {
        "tau": 3.4085936546325684,
        "grad_tau": 0.116568423807621,
        "torsion": 0.0,
        "alignment": 0.19641828536987305,
        "S_field": 1.0432246923446655,
        "Gamma_field": 0.3313179612159729,
        "S_over_Gamma": 3.1487114429473877,
        "Da": 19.786334991455078,
        "E_coh": 0.9392775297164917,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.48,
              36.18
            ],
            [
              -76.42,
              36.18
            ],
            [
              -76.42,
              36.12
            ],
            [
              -76.43,
              36.11
            ],
            [
              -76.52,
              36.11
            ],
            [
              -76.53,
              36.12
            ],
            [
              -76.56,
              36.12
            ],
            [
              -76.56,
              36.16
            ],
            [
              -76.51,
              36.16
            ],
            [
              -76.48,
              36.18
            ]
          ]
        ]
      },
      "raw_probability": 0.097,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4f5c53ad6fbd65a01724d0626d167bf31f7cde792ff746ce6b81c155976332ee",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.097,
        "probability": 0.001561,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001561,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "285d5b0ded46deeb3736317a3152bb66b284982656568914f46939d7b62b2a1a"
      },
      "receipt_sha256": "285d5b0ded46deeb3736317a3152bb66b284982656568914f46939d7b62b2a1a"
    },
    {
      "storm_id": "3640",
      "lat": 30.985,
      "lon": -87.442,
      "motion_east": 0.5,
      "motion_south": 10.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2592.0,
      "ebshear": 15.0,
      "srh01": 28.0,
      "maxllaz": 0.006,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8881
        },
        {
          "name": "alignment",
          "value": -1.1764
        },
        {
          "name": "tau",
          "value": 2.895
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0968
      },
      "coherence_score": 2.8950066566467285,
      "coherence_diagnostics": {
        "tau": 2.8950066566467285,
        "grad_tau": 0.4772973656654358,
        "torsion": 0.0,
        "alignment": -1.176425576210022,
        "S_field": 1.3476977348327637,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 4.088252544403076,
        "Da": 21.173202514648438,
        "E_coh": 0.9810166358947754,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.46,
              31.03
            ],
            [
              -87.4,
              31.03
            ],
            [
              -87.39,
              31.02
            ],
            [
              -87.39,
              30.98
            ],
            [
              -87.4,
              30.96
            ],
            [
              -87.44,
              30.93
            ],
            [
              -87.48,
              30.93
            ],
            [
              -87.5,
              30.95
            ],
            [
              -87.5,
              30.99
            ],
            [
              -87.46,
              31.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0968,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3f3e10dcf73b834eed999aee428f80b7e4a9e847070a0407afd41bdbd1f2bf7e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0968,
        "probability": 0.001561,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001561,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb2272f62e876e8682ef62dacc9544288dadb777e45fe888330039f163fc5479"
      },
      "receipt_sha256": "eb2272f62e876e8682ef62dacc9544288dadb777e45fe888330039f163fc5479"
    },
    {
      "storm_id": "3631",
      "lat": 34.3042,
      "lon": -81.2625,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2854.0,
      "ebshear": 3.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0131
        },
        {
          "name": "alignment",
          "value": -3.8788
        },
        {
          "name": "tau",
          "value": 2.9438
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0937
      },
      "coherence_score": 2.9438235759735107,
      "coherence_diagnostics": {
        "tau": 2.9438235759735107,
        "grad_tau": 0.07753423601388931,
        "torsion": 0.0,
        "alignment": -3.878833770751953,
        "S_field": 0.7738800644874573,
        "Gamma_field": 0.36965128779411316,
        "S_over_Gamma": 2.093540906906128,
        "Da": 22.543216705322266,
        "E_coh": 0.8809791207313538,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.29,
              34.34
            ],
            [
              -81.22,
              34.34
            ],
            [
              -81.22,
              34.32
            ],
            [
              -81.23,
              34.31
            ],
            [
              -81.2,
              34.27
            ],
            [
              -81.22,
              34.26
            ],
            [
              -81.31,
              34.26
            ],
            [
              -81.31,
              34.27
            ],
            [
              -81.28,
              34.3
            ],
            [
              -81.28,
              34.31
            ],
            [
              -81.3,
              34.33
            ],
            [
              -81.29,
              34.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0937,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f416e99454626c789689582abecbffae270a783f28cdd21c23784133f0892fe4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0937,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "844dc0171bb103bf4b244adad1660938f93058dcc919785f490197f8a3be3013"
      },
      "receipt_sha256": "844dc0171bb103bf4b244adad1660938f93058dcc919785f490197f8a3be3013"
    },
    {
      "storm_id": "3346",
      "lat": 33.04,
      "lon": -97.3775,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2553.0,
      "ebshear": 16.0,
      "srh01": 82.0,
      "maxllaz": 0.008,
      "mesh": 0.73,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3881
        },
        {
          "name": "alignment",
          "value": 2.6497
        },
        {
          "name": "tau",
          "value": 2.1857
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0935
      },
      "coherence_score": 2.1856865882873535,
      "coherence_diagnostics": {
        "tau": 2.1856865882873535,
        "grad_tau": 0.4022560715675354,
        "torsion": 0.0,
        "alignment": 2.6497130393981934,
        "S_field": 1.0811896324157715,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 3.2797977924346924,
        "Da": 19.61779022216797,
        "E_coh": 0.9915540814399719,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.38,
              33.07
            ],
            [
              -97.35,
              33.07
            ],
            [
              -97.33,
              33.03
            ],
            [
              -97.36,
              32.99
            ],
            [
              -97.41,
              32.99
            ],
            [
              -97.41,
              33.04
            ],
            [
              -97.4,
              33.06
            ],
            [
              -97.38,
              33.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0935,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d895f286b714f5d670de02264ae3b8c0fff9c6286462f21661a37548f21e5d53",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0935,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "335e01faaecc2853d764c243a0e2eb18a0156a3c745ee0b3e872c6e3ac660287"
      },
      "receipt_sha256": "335e01faaecc2853d764c243a0e2eb18a0156a3c745ee0b3e872c6e3ac660287"
    },
    {
      "storm_id": "3477",
      "lat": 46.1987,
      "lon": -71.4162,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 64.0,
      "ebshear": 20.0,
      "srh01": 76.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.3881
        },
        {
          "name": "alignment",
          "value": -3.4049
        },
        {
          "name": "tau",
          "value": 0.6376
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0922
      },
      "coherence_score": 0.637622058391571,
      "coherence_diagnostics": {
        "tau": 0.637622058391571,
        "grad_tau": 0.08887524157762527,
        "torsion": 0.0,
        "alignment": -3.4048657417297363,
        "S_field": 0.19751839339733124,
        "Gamma_field": 0.32798463106155396,
        "S_over_Gamma": 0.6022184491157532,
        "Da": 17.267715454101562,
        "E_coh": 0.40457943081855774,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.46,
              46.24
            ],
            [
              -71.38,
              46.24
            ],
            [
              -71.38,
              46.18
            ],
            [
              -71.39,
              46.19
            ],
            [
              -71.4,
              46.18
            ],
            [
              -71.4,
              46.16
            ],
            [
              -71.46,
              46.16
            ],
            [
              -71.46,
              46.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0922,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8d88232fef3c4a180b0e076d4450e31a90c280e3b019e729980260b85b53b1d5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0922,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4cd9b83b801e175770fb7d3d4312168609e81a0401416250818fd36db7e49b86"
      },
      "receipt_sha256": "4cd9b83b801e175770fb7d3d4312168609e81a0401416250818fd36db7e49b86"
    },
    {
      "storm_id": "3657",
      "lat": 26.2573,
      "lon": -81.8355,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3795.0,
      "ebshear": 19.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5131
        },
        {
          "name": "alignment",
          "value": -2.906
        },
        {
          "name": "tau",
          "value": 1.5913
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0921
      },
      "coherence_score": 1.591275930404663,
      "coherence_diagnostics": {
        "tau": 1.591275930404663,
        "grad_tau": 1.2601594924926758,
        "torsion": 0.0,
        "alignment": -2.9060494899749756,
        "S_field": 1.1289727687835693,
        "Gamma_field": 0.20215128362178802,
        "S_over_Gamma": 5.584791660308838,
        "Da": 11.633525848388672,
        "E_coh": 0.9502367377281189,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.83,
              26.3
            ],
            [
              -81.78,
              26.3
            ],
            [
              -81.8,
              26.26
            ],
            [
              -81.8,
              26.22
            ],
            [
              -81.81,
              26.21
            ],
            [
              -81.87,
              26.21
            ],
            [
              -81.88,
              26.22
            ],
            [
              -81.87,
              26.23
            ],
            [
              -81.88,
              26.29
            ],
            [
              -81.84,
              26.29
            ],
            [
              -81.83,
              26.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0921,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4c93fe36ac21abe96a152810c32ea8fc8cfe39de9765ae49043b6c3ab731e7e8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0921,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4183fbd803eae942ffa97ff8bfb49e2b0cacc7fbd71358231c9ac774825703bf"
      },
      "receipt_sha256": "4183fbd803eae942ffa97ff8bfb49e2b0cacc7fbd71358231c9ac774825703bf"
    },
    {
      "storm_id": "3474",
      "lat": 49.7533,
      "lon": -91.2008,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1046.0,
      "ebshear": 33.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0131
        },
        {
          "name": "alignment",
          "value": -3.7787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.09
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7620508670806885,
        "torsion": 0.0,
        "alignment": -3.7786731719970703,
        "S_field": 0.9104386568069458,
        "Gamma_field": 0.38131797313690186,
        "S_over_Gamma": 2.3876101970672607,
        "Da": 23.80118751525879,
        "E_coh": 0.8553248047828674,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.23,
              49.79
            ],
            [
              -91.2,
              49.79
            ],
            [
              -91.19,
              49.78
            ],
            [
              -91.19,
              49.77
            ],
            [
              -91.16,
              49.74
            ],
            [
              -91.16,
              49.72
            ],
            [
              -91.17,
              49.71
            ],
            [
              -91.2,
              49.71
            ],
            [
              -91.22,
              49.72
            ],
            [
              -91.22,
              49.75
            ],
            [
              -91.24,
              49.77
            ],
            [
              -91.23,
              49.79
            ]
          ]
        ]
      },
      "raw_probability": 0.09,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.09,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "637ac6bd991c90b0fb449be78c433e623ab95c3b1ec167131eb4a05a0d6d2e39"
      },
      "receipt_sha256": "637ac6bd991c90b0fb449be78c433e623ab95c3b1ec167131eb4a05a0d6d2e39"
    },
    {
      "storm_id": "3136",
      "lat": 30.5518,
      "lon": -86.6118,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2120.0,
      "ebshear": 21.0,
      "srh01": 48.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1381
        },
        {
          "name": "alignment",
          "value": -2.977
        },
        {
          "name": "tau",
          "value": 3.0538
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 3.053833484649658,
      "coherence_diagnostics": {
        "tau": 3.053833484649658,
        "grad_tau": 0.2942916750907898,
        "torsion": 0.0,
        "alignment": -2.9770448207855225,
        "S_field": 1.4893196821212769,
        "Gamma_field": 0.24381795525550842,
        "S_over_Gamma": 6.108326435089111,
        "Da": 15.566390037536621,
        "E_coh": 0.9537467360496521,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.64,
              30.59
            ],
            [
              -86.59,
              30.59
            ],
            [
              -86.57,
              30.58
            ],
            [
              -86.57,
              30.55
            ],
            [
              -86.55,
              30.53
            ],
            [
              -86.59,
              30.52
            ],
            [
              -86.6,
              30.51
            ],
            [
              -86.64,
              30.51
            ],
            [
              -86.68,
              30.53
            ],
            [
              -86.66,
              30.57
            ],
            [
              -86.64,
              30.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0895,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "509023c22e710bebc904b1ee9878da5a601f71f6fbb66d93e28094bba83d7b62"
      },
      "receipt_sha256": "509023c22e710bebc904b1ee9878da5a601f71f6fbb66d93e28094bba83d7b62"
    },
    {
      "storm_id": "3389",
      "lat": 28.8809,
      "lon": -82.2173,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2640.0,
      "ebshear": 26.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8881
        },
        {
          "name": "alignment",
          "value": -0.6759
        },
        {
          "name": "tau",
          "value": 3.161
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 3.1610379219055176,
      "coherence_diagnostics": {
        "tau": 3.1610379219055176,
        "grad_tau": 0.11039695143699646,
        "torsion": 0.0,
        "alignment": -0.6758737564086914,
        "S_field": 0.7757195830345154,
        "Gamma_field": 0.20965129137039185,
        "S_over_Gamma": 3.7000467777252197,
        "Da": 13.705930709838867,
        "E_coh": 0.9375326633453369,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.24,
              28.96
            ],
            [
              -82.19,
              28.96
            ],
            [
              -82.17,
              28.93
            ],
            [
              -82.17,
              28.88
            ],
            [
              -82.19,
              28.84
            ],
            [
              -82.19,
              28.81
            ],
            [
              -82.21,
              28.8
            ],
            [
              -82.26,
              28.8
            ],
            [
              -82.27,
              28.81
            ],
            [
              -82.26,
              28.94
            ],
            [
              -82.24,
              28.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0895,
        "probability": 0.001398,
        "confidence_lo": 0.001305,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "509023c22e710bebc904b1ee9878da5a601f71f6fbb66d93e28094bba83d7b62"
      },
      "receipt_sha256": "509023c22e710bebc904b1ee9878da5a601f71f6fbb66d93e28094bba83d7b62"
    },
    {
      "storm_id": "3321",
      "lat": 30.2636,
      "lon": -82.1218,
      "motion_east": 0.0,
      "motion_south": -3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1864.0,
      "ebshear": 21.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.84,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6381
        },
        {
          "name": "alignment",
          "value": -2.2445
        },
        {
          "name": "tau",
          "value": 3.1007
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0856
      },
      "coherence_score": 3.1007423400878906,
      "coherence_diagnostics": {
        "tau": 3.1007423400878906,
        "grad_tau": 0.16581475734710693,
        "torsion": 0.0,
        "alignment": -2.2445456981658936,
        "S_field": 0.5795699954032898,
        "Gamma_field": 0.2296512871980667,
        "S_over_Gamma": 2.523695945739746,
        "Da": 13.116171836853027,
        "E_coh": 0.9712100028991699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.14,
              30.3
            ],
            [
              -82.08,
              30.3
            ],
            [
              -82.07,
              30.29
            ],
            [
              -82.07,
              30.25
            ],
            [
              -82.09,
              30.23
            ],
            [
              -82.11,
              30.23
            ],
            [
              -82.12,
              30.22
            ],
            [
              -82.16,
              30.22
            ],
            [
              -82.19,
              30.28
            ],
            [
              -82.17,
              30.28
            ],
            [
              -82.14,
              30.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0856,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0856,
        "probability": 0.001398,
        "confidence_lo": 0.001211,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b040d931d97f1154afb465d06c08a0db7d2f4bce89848f952057d1e70080463"
      },
      "receipt_sha256": "6b040d931d97f1154afb465d06c08a0db7d2f4bce89848f952057d1e70080463"
    },
    {
      "storm_id": "3535",
      "lat": 26.9131,
      "lon": -85.0708,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1794.0,
      "ebshear": 11.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1381
        },
        {
          "name": "alignment",
          "value": -2.35
        },
        {
          "name": "tau",
          "value": 2.7695
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0853
      },
      "coherence_score": 2.7694921493530273,
      "coherence_diagnostics": {
        "tau": 2.7694921493530273,
        "grad_tau": 0.5963981747627258,
        "torsion": 0.0,
        "alignment": -2.349963426589966,
        "S_field": 1.7575500011444092,
        "Gamma_field": 0.18715128302574158,
        "S_over_Gamma": 9.39106559753418,
        "Da": 11.925153732299805,
        "E_coh": 0.9574563503265381,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.12,
              26.98
            ],
            [
              -85.09,
              26.98
            ],
            [
              -85.02,
              26.91
            ],
            [
              -84.99,
              26.9
            ],
            [
              -84.98,
              26.86
            ],
            [
              -85.0,
              26.84
            ],
            [
              -85.04,
              26.84
            ],
            [
              -85.09,
              26.89
            ],
            [
              -85.1,
              26.89
            ],
            [
              -85.12,
              26.91
            ],
            [
              -85.12,
              26.94
            ],
            [
              -85.13,
              26.95
            ],
            [
              -85.12,
              26.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0853,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "55ae3e07cedbc0fb87ff5da42dd985b7786d8a65a105092e57e480e91f56aa28",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0853,
        "probability": 0.001398,
        "confidence_lo": 0.001211,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ab104e21b8e7eef6ffe66cc31669f0d996ba2257c9a78188a6b59b6128d09bb"
      },
      "receipt_sha256": "7ab104e21b8e7eef6ffe66cc31669f0d996ba2257c9a78188a6b59b6128d09bb"
    },
    {
      "storm_id": "3633",
      "lat": 33.5482,
      "lon": -88.4691,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3661.0,
      "ebshear": 15.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8881
        },
        {
          "name": "alignment",
          "value": 0.6015
        },
        {
          "name": "tau",
          "value": 2.6272
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0851
      },
      "coherence_score": 2.627150774002075,
      "coherence_diagnostics": {
        "tau": 2.627150774002075,
        "grad_tau": 0.14931215345859528,
        "torsion": 0.0,
        "alignment": 0.601490318775177,
        "S_field": 0.3540198802947998,
        "Gamma_field": 0.4488179683685303,
        "S_over_Gamma": 0.7887827754020691,
        "Da": 28.926193237304688,
        "E_coh": 0.9398216009140015,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.5,
              33.59
            ],
            [
              -88.45,
              33.59
            ],
            [
              -88.45,
              33.54
            ],
            [
              -88.43,
              33.52
            ],
            [
              -88.44,
              33.51
            ],
            [
              -88.45,
              33.52
            ],
            [
              -88.49,
              33.53
            ],
            [
              -88.47,
              33.54
            ],
            [
              -88.48,
              33.55
            ],
            [
              -88.5,
              33.55
            ],
            [
              -88.5,
              33.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0851,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0851,
        "probability": 0.001398,
        "confidence_lo": 0.001211,
        "confidence_hi": 0.001398,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9670d508ad620bcfb6f71bbf5ad38636e8c8d2130c05e1b8324dc041a672e9d"
      },
      "receipt_sha256": "d9670d508ad620bcfb6f71bbf5ad38636e8c8d2130c05e1b8324dc041a672e9d"
    },
    {
      "storm_id": "3251",
      "lat": 26.179,
      "lon": -80.6724,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3578.0,
      "ebshear": 21.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.0131
        },
        {
          "name": "alignment",
          "value": -0.9522
        },
        {
          "name": "tau",
          "value": 1.4608
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0844
      },
      "coherence_score": 1.4608144760131836,
      "coherence_diagnostics": {
        "tau": 1.4608144760131836,
        "grad_tau": 1.1578290462493896,
        "torsion": 0.0,
        "alignment": -0.9521801471710205,
        "S_field": 0.9130062460899353,
        "Gamma_field": 0.2104846090078354,
        "S_over_Gamma": 4.337638854980469,
        "Da": 11.716551780700684,
        "E_coh": 0.9474415183067322,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.71,
              26.29
            ],
            [
              -80.67,
              26.27
            ],
            [
              -80.65,
              26.27
            ],
            [
              -80.64,
              26.26
            ],
            [
              -80.64,
              26.16
            ],
            [
              -80.63,
              26.15
            ],
            [
              -80.63,
              26.13
            ],
            [
              -80.61,
              26.11
            ],
            [
              -80.6,
              26.11
            ],
            [
              -80.62,
              26.1
            ],
            [
              -80.64,
              26.09
            ],
            [
              -80.65,
              26.1
            ],
            [
              -80.71,
              26.1
            ],
            [
              -80.71,
              26.12
            ],
            [
              -80.72,
              26.13
            ],
            [
              -80.72,
              26.18
            ],
            [
              -80.71,
              26.19
            ],
            [
              -80.71,
              26.21
            ],
            [
              -80.72,
              26.22
            ],
            [
              -80.72,
              26.28
            ],
            [
              -80.71,
              26.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0844,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cefe349443a43ea822b4e8e519fe33835bb90c0379c3d95fbec731181190a046",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0844,
        "probability": 0.001373,
        "confidence_lo": 0.001211,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2267d598a2d51ed0712dd8ffab23cfdad8e4ae91ef854796f4ed738284a01a8"
      },
      "receipt_sha256": "a2267d598a2d51ed0712dd8ffab23cfdad8e4ae91ef854796f4ed738284a01a8"
    },
    {
      "storm_id": "3368",
      "lat": 36.9625,
      "lon": -87.9587,
      "motion_east": 2.8,
      "motion_south": 4.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3785.0,
      "ebshear": 15.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0131
        },
        {
          "name": "alignment",
          "value": 1.6249
        },
        {
          "name": "tau",
          "value": 3.8189
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0833
      },
      "coherence_score": 3.818875312805176,
      "coherence_diagnostics": {
        "tau": 3.818875312805176,
        "grad_tau": 0.25294727087020874,
        "torsion": 0.0,
        "alignment": 1.624929666519165,
        "S_field": 1.2321743965148926,
        "Gamma_field": 0.23798461258411407,
        "S_over_Gamma": 5.17753791809082,
        "Da": 15.494078636169434,
        "E_coh": 0.9916472434997559,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.96,
              36.99
            ],
            [
              -87.94,
              36.99
            ],
            [
              -87.92,
              36.97
            ],
            [
              -87.93,
              36.93
            ],
            [
              -87.98,
              36.93
            ],
            [
              -87.99,
              36.94
            ],
            [
              -87.99,
              36.96
            ],
            [
              -87.96,
              36.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0833,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "c5554679d8c49540a06e2ebaf88a72cd9cd0cab0608a8802719dc4f1cafd20ac",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0833,
        "probability": 0.001373,
        "confidence_lo": 0.001211,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09e24e7d9620ef24554acac08a70b5911ebe107384a643c55be551dc3c926cf0"
      },
      "receipt_sha256": "09e24e7d9620ef24554acac08a70b5911ebe107384a643c55be551dc3c926cf0"
    },
    {
      "storm_id": "3351",
      "lat": 30.8624,
      "lon": -84.2806,
      "motion_east": 0.0,
      "motion_south": 5.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2315.0,
      "ebshear": 9.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5131
        },
        {
          "name": "alignment",
          "value": -1.8063
        },
        {
          "name": "tau",
          "value": 2.6641
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0823
      },
      "coherence_score": 2.6641080379486084,
      "coherence_diagnostics": {
        "tau": 2.6641080379486084,
        "grad_tau": 0.19221554696559906,
        "torsion": 0.0,
        "alignment": -1.806334137916565,
        "S_field": 0.32240161299705505,
        "Gamma_field": 0.6154846549034119,
        "S_over_Gamma": 0.5238174796104431,
        "Da": 35.56476974487305,
        "E_coh": 0.7013037800788879,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.14,
              30.96
            ],
            [
              -84.11,
              30.96
            ],
            [
              -84.1,
              30.95
            ],
            [
              -84.1,
              30.9
            ],
            [
              -84.11,
              30.89
            ],
            [
              -84.16,
              30.89
            ],
            [
              -84.17,
              30.88
            ],
            [
              -84.17,
              30.81
            ],
            [
              -84.19,
              30.79
            ],
            [
              -84.24,
              30.79
            ],
            [
              -84.27,
              30.81
            ],
            [
              -84.3,
              30.81
            ],
            [
              -84.38,
              30.75
            ],
            [
              -84.46,
              30.75
            ],
            [
              -84.47,
              30.76
            ],
            [
              -84.49,
              30.8
            ],
            [
              -84.48,
              30.82
            ],
            [
              -84.47,
              30.83
            ],
            [
              -84.44,
              30.83
            ],
            [
              -84.42,
              30.85
            ],
            [
              -84.42,
              30.89
            ],
            [
              -84.41,
              30.9
            ],
            [
              -84.39,
              30.88
            ],
            [
              -84.37,
              30.88
            ],
            [
              -84.36,
              30.87
            ],
            [
              -84.3,
              30.87
            ],
            [
              -84.27,
              30.89
            ],
            [
              -84.22,
              30.89
            ],
            [
              -84.21,
              30.88
            ],
            [
              -84.18,
              30.88
            ],
            [
              -84.16,
              30.9
            ],
            [
              -84.16,
              30.94
            ],
            [
              -84.14,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0823,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1f5d571030fc284d3e15b144b506bebde63485afc2603ea650aca015902274de",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0823,
        "probability": 0.001372,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da6a55c19845496812979f1f8d62731dffa750bf006ec43c48a5b08aab4a702a"
      },
      "receipt_sha256": "da6a55c19845496812979f1f8d62731dffa750bf006ec43c48a5b08aab4a702a"
    },
    {
      "storm_id": "3579",
      "lat": 36.8582,
      "lon": -87.4782,
      "motion_east": 1.0,
      "motion_south": 4.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3731.0,
      "ebshear": 19.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0131
        },
        {
          "name": "alignment",
          "value": 1.6249
        },
        {
          "name": "tau",
          "value": 3.8189
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0822
      },
      "coherence_score": 3.818875312805176,
      "coherence_diagnostics": {
        "tau": 3.818875312805176,
        "grad_tau": 0.25294727087020874,
        "torsion": 0.0,
        "alignment": 1.624929666519165,
        "S_field": 1.2321743965148926,
        "Gamma_field": 0.23798461258411407,
        "S_over_Gamma": 5.17753791809082,
        "Da": 15.494078636169434,
        "E_coh": 0.9916472434997559,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.47,
              36.9
            ],
            [
              -87.45,
              36.88
            ],
            [
              -87.44,
              36.88
            ],
            [
              -87.44,
              36.87
            ],
            [
              -87.47,
              36.82
            ],
            [
              -87.47,
              36.8
            ],
            [
              -87.51,
              36.8
            ],
            [
              -87.53,
              36.83
            ],
            [
              -87.53,
              36.88
            ],
            [
              -87.48,
              36.88
            ],
            [
              -87.47,
              36.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0822,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9cc138d0cf5182418427352d5d10f7ba4548c2913986afc1c5d44141e1d4d048",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0822,
        "probability": 0.001372,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db3dc0c4309bc64e8e11c5840ecc53a50a14855fb3c98b69faf059e0099da22b"
      },
      "receipt_sha256": "db3dc0c4309bc64e8e11c5840ecc53a50a14855fb3c98b69faf059e0099da22b"
    },
    {
      "storm_id": "3496",
      "lat": 28.6793,
      "lon": -82.2143,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2392.0,
      "ebshear": 26.0,
      "srh01": 49.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.8881
        },
        {
          "name": "alignment",
          "value": -0.6759
        },
        {
          "name": "tau",
          "value": 3.161
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 3.1610379219055176,
      "coherence_diagnostics": {
        "tau": 3.1610379219055176,
        "grad_tau": 0.11039695143699646,
        "torsion": 0.0,
        "alignment": -0.6758737564086914,
        "S_field": 0.7757195830345154,
        "Gamma_field": 0.20965129137039185,
        "S_over_Gamma": 3.7000467777252197,
        "Da": 13.705930709838867,
        "E_coh": 0.9375326633453369,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.23,
              28.73
            ],
            [
              -82.22,
              28.72
            ],
            [
              -82.2,
              28.73
            ],
            [
              -82.18,
              28.72
            ],
            [
              -82.16,
              28.69
            ],
            [
              -82.16,
              28.67
            ],
            [
              -82.18,
              28.63
            ],
            [
              -82.2,
              28.62
            ],
            [
              -82.21,
              28.63
            ],
            [
              -82.24,
              28.61
            ],
            [
              -82.26,
              28.63
            ],
            [
              -82.27,
              28.69
            ],
            [
              -82.26,
              28.71
            ],
            [
              -82.23,
              28.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0819,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0819,
        "probability": 0.001372,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.001373,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3b981dbdaa667f4a6c8bfa208fecc33d823ccda96366b48dc81c403335fd291"
      },
      "receipt_sha256": "b3b981dbdaa667f4a6c8bfa208fecc33d823ccda96366b48dc81c403335fd291"
    },
    {
      "storm_id": "3601",
      "lat": 30.3536,
      "lon": -85.8718,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2642.0,
      "ebshear": 18.0,
      "srh01": 34.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8881
        },
        {
          "name": "alignment",
          "value": -0.9252
        },
        {
          "name": "tau",
          "value": 2.9841
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0813
      },
      "coherence_score": 2.984079360961914,
      "coherence_diagnostics": {
        "tau": 2.984079360961914,
        "grad_tau": 0.11510089039802551,
        "torsion": 0.0,
        "alignment": -0.9252126216888428,
        "S_field": 1.0214744806289673,
        "Gamma_field": 0.3504846394062042,
        "S_over_Gamma": 2.9144628047943115,
        "Da": 21.679533004760742,
        "E_coh": 0.9732831716537476,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.86,
              30.39
            ],
            [
              -85.84,
              30.38
            ],
            [
              -85.84,
              30.32
            ],
            [
              -85.85,
              30.31
            ],
            [
              -85.86,
              30.32
            ],
            [
              -85.89,
              30.32
            ],
            [
              -85.91,
              30.33
            ],
            [
              -85.91,
              30.37
            ],
            [
              -85.9,
              30.38
            ],
            [
              -85.87,
              30.38
            ],
            [
              -85.86,
              30.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0813,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1b06997dae310592b448cc68e922faab95c9765fa28bf760e1b611dcb8c29b28",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0813,
        "probability": 0.001219,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.001219,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dac548a651b2adaa6b8c5725d33b1ffd4a8bf9fc063b926f96e4b565594dcd8"
      },
      "receipt_sha256": "1dac548a651b2adaa6b8c5725d33b1ffd4a8bf9fc063b926f96e4b565594dcd8"
    },
    {
      "storm_id": "2753",
      "lat": 47.2463,
      "lon": -101.5168,
      "motion_east": 9.5,
      "motion_south": 4.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1964.0,
      "ebshear": 32.0,
      "srh01": 28.0,
      "maxllaz": 0.007,
      "mesh": 0.94,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.5131
        },
        {
          "name": "alignment",
          "value": 0.0647
        },
        {
          "name": "tau",
          "value": 0.4194
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0811
      },
      "coherence_score": 0.4193655848503113,
      "coherence_diagnostics": {
        "tau": 0.4193655848503113,
        "grad_tau": 0.03633582592010498,
        "torsion": 0.0,
        "alignment": 0.06467124819755554,
        "S_field": 0.18968401849269867,
        "Gamma_field": 0.4446513056755066,
        "S_over_Gamma": 0.4265905022621155,
        "Da": 24.118051528930664,
        "E_coh": 0.3783726394176483,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.57,
              47.35
            ],
            [
              -101.5,
              47.35
            ],
            [
              -101.43,
              47.28
            ],
            [
              -101.43,
              47.26
            ],
            [
              -101.42,
              47.25
            ],
            [
              -101.42,
              47.21
            ],
            [
              -101.44,
              47.19
            ],
            [
              -101.44,
              47.16
            ],
            [
              -101.45,
              47.15
            ],
            [
              -101.48,
              47.14
            ],
            [
              -101.49,
              47.15
            ],
            [
              -101.53,
              47.16
            ],
            [
              -101.57,
              47.2
            ],
            [
              -101.61,
              47.22
            ],
            [
              -101.65,
              47.27
            ],
            [
              -101.64,
              47.31
            ],
            [
              -101.6,
              47.34
            ],
            [
              -101.58,
              47.34
            ],
            [
              -101.57,
              47.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0811,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f347218cd885ffe2d8fd61e6eee2b43f9c75806e7b0a882911535ee3755d99dd",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0811,
        "probability": 0.001219,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.001219,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb388d867a1619dce640f22932e2bdc9e17d80f93a47fb27864f28ca4b62c739"
      },
      "receipt_sha256": "bb388d867a1619dce640f22932e2bdc9e17d80f93a47fb27864f28ca4b62c739"
    },
    {
      "storm_id": "3450",
      "lat": 36.131,
      "lon": -86.669,
      "motion_east": 1.5,
      "motion_south": 1.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3135.0,
      "ebshear": 19.0,
      "srh01": 33.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1381
        },
        {
          "name": "alignment",
          "value": 1.3619
        },
        {
          "name": "tau",
          "value": 4.0095
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0807
      },
      "coherence_score": 4.009548664093018,
      "coherence_diagnostics": {
        "tau": 4.009548664093018,
        "grad_tau": 0.3753681778907776,
        "torsion": 0.0,
        "alignment": 1.3619304895401,
        "S_field": 1.230306625366211,
        "Gamma_field": 0.2713179588317871,
        "S_over_Gamma": 4.5345563888549805,
        "Da": 17.871471405029297,
        "E_coh": 0.9985658526420593,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.69,
              36.16
            ],
            [
              -86.67,
              36.15
            ],
            [
              -86.64,
              36.15
            ],
            [
              -86.62,
              36.13
            ],
            [
              -86.63,
              36.09
            ],
            [
              -86.67,
              36.09
            ],
            [
              -86.69,
              36.11
            ],
            [
              -86.69,
              36.13
            ],
            [
              -86.7,
              36.14
            ],
            [
              -86.69,
              36.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0807,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0807,
        "probability": 0.001219,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.001219,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b60be654aca025ea2f20473d324b88e508b05c7e4e80a63b8a2c97e33531f771"
      },
      "receipt_sha256": "b60be654aca025ea2f20473d324b88e508b05c7e4e80a63b8a2c97e33531f771"
    },
    {
      "storm_id": "2458",
      "lat": 25.2358,
      "lon": -83.3592,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3009.0,
      "ebshear": 12.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8881
        },
        {
          "name": "alignment",
          "value": -2.8463
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.558020830154419,
        "torsion": 0.0,
        "alignment": -2.8463268280029297,
        "S_field": 0.9875246286392212,
        "Gamma_field": 0.2204846292734146,
        "S_over_Gamma": 4.4788818359375,
        "Da": 12.903225898742676,
        "E_coh": 0.948164165019989,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.37,
              25.28
            ],
            [
              -83.36,
              25.28
            ],
            [
              -83.34,
              25.26
            ],
            [
              -83.31,
              25.26
            ],
            [
              -83.31,
              25.22
            ],
            [
              -83.35,
              25.23
            ],
            [
              -83.37,
              25.21
            ],
            [
              -83.37,
              25.19
            ],
            [
              -83.4,
              25.16
            ],
            [
              -83.38,
              25.2
            ],
            [
              -83.38,
              25.26
            ],
            [
              -83.37,
              25.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0785,
        "probability": 0.00102,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.00102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e7ea4e1be9d91e0df4e1329d9c71560d7fd46e0ec28d716e2fa07950cc2b7fc1"
      },
      "receipt_sha256": "e7ea4e1be9d91e0df4e1329d9c71560d7fd46e0ec28d716e2fa07950cc2b7fc1"
    },
    {
      "storm_id": "1994",
      "lat": 31.3336,
      "lon": -86.14,
      "motion_east": -5.0,
      "motion_south": 5.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2354.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.005,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6381
        },
        {
          "name": "alignment",
          "value": -0.722
        },
        {
          "name": "tau",
          "value": 2.9506
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0778
      },
      "coherence_score": 2.9506168365478516,
      "coherence_diagnostics": {
        "tau": 2.9506168365478516,
        "grad_tau": 0.23437413573265076,
        "torsion": 0.0,
        "alignment": -0.7219570279121399,
        "S_field": 1.0020922422409058,
        "Gamma_field": 0.32298463582992554,
        "S_over_Gamma": 3.102600336074829,
        "Da": 20.595951080322266,
        "E_coh": 0.9790967702865601,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.14,
              31.39
            ],
            [
              -86.11,
              31.39
            ],
            [
              -86.08,
              31.36
            ],
            [
              -86.08,
              31.35
            ],
            [
              -86.09,
              31.33
            ],
            [
              -86.15,
              31.27
            ],
            [
              -86.16,
              31.28
            ],
            [
              -86.19,
              31.28
            ],
            [
              -86.2,
              31.29
            ],
            [
              -86.2,
              31.34
            ],
            [
              -86.14,
              31.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0778,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6a9cc93c6a0e9ecc1c5278203442e4662b1e4c0534933060635537f7d9e0859b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0778,
        "probability": 0.00102,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.00102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6883f91870c98e43e4adc9bb3b5e4b16345a0b3da952b6ba0f4c8a49972785e"
      },
      "receipt_sha256": "f6883f91870c98e43e4adc9bb3b5e4b16345a0b3da952b6ba0f4c8a49972785e"
    },
    {
      "storm_id": "3619",
      "lat": 37.0111,
      "lon": -77.1444,
      "motion_east": 1.5,
      "motion_south": 1.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2966.0,
      "ebshear": 33.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1381
        },
        {
          "name": "alignment",
          "value": 1.4206
        },
        {
          "name": "tau",
          "value": 3.0643
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0766
      },
      "coherence_score": 3.0643489360809326,
      "coherence_diagnostics": {
        "tau": 3.0643489360809326,
        "grad_tau": 0.37545692920684814,
        "torsion": 0.0,
        "alignment": 1.4206011295318604,
        "S_field": 0.8762796521186829,
        "Gamma_field": 0.3146513104438782,
        "S_over_Gamma": 2.7849228382110596,
        "Da": 19.53536605834961,
        "E_coh": 0.9081708788871765,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.19,
              37.05
            ],
            [
              -77.12,
              37.04
            ],
            [
              -77.1,
              37.02
            ],
            [
              -77.12,
              37.0
            ],
            [
              -77.12,
              36.98
            ],
            [
              -77.13,
              36.97
            ],
            [
              -77.14,
              36.97
            ],
            [
              -77.19,
              37.02
            ],
            [
              -77.19,
              37.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0766,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2f177e7edad3769414f6c2442d494c729f10312e73e10c12db23c66c2d7b61c1",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0766,
        "probability": 0.00102,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.00102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c8efdcc4642c46f04e0321f432f2d6034cdb790887fda293d6215b5922fbbc9"
      },
      "receipt_sha256": "6c8efdcc4642c46f04e0321f432f2d6034cdb790887fda293d6215b5922fbbc9"
    },
    {
      "storm_id": "3595",
      "lat": 31.5011,
      "lon": -86.1744,
      "motion_east": -5.0,
      "motion_south": 5.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2105.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7631
        },
        {
          "name": "alignment",
          "value": -1.6375
        },
        {
          "name": "tau",
          "value": 2.8279
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0764
      },
      "coherence_score": 2.8278892040252686,
      "coherence_diagnostics": {
        "tau": 2.8278892040252686,
        "grad_tau": 0.11291251331567764,
        "torsion": 0.0,
        "alignment": -1.6374576091766357,
        "S_field": 0.2703545093536377,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 0.710552990436554,
        "Da": 23.717283248901367,
        "E_coh": 0.9830847382545471,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.19,
              31.53
            ],
            [
              -86.15,
              31.53
            ],
            [
              -86.14,
              31.52
            ],
            [
              -86.13,
              31.5
            ],
            [
              -86.15,
              31.46
            ],
            [
              -86.2,
              31.46
            ],
            [
              -86.21,
              31.47
            ],
            [
              -86.21,
              31.51
            ],
            [
              -86.19,
              31.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0764,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69ff8a16e67001e9c3b879fb7e7f0105d2d9096c6b7bb233b7f67a6193597071",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0764,
        "probability": 0.00102,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.00102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cd069ed18aaff64276efb14887751b4c2082a4b305023a31be8b3e25d6adb18"
      },
      "receipt_sha256": "3cd069ed18aaff64276efb14887751b4c2082a4b305023a31be8b3e25d6adb18"
    },
    {
      "storm_id": "3099",
      "lat": 28.77,
      "lon": -84.1908,
      "motion_east": 0.7,
      "motion_south": 1.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2060.0,
      "ebshear": 13.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.3881
        },
        {
          "name": "alignment",
          "value": 1.4042
        },
        {
          "name": "tau",
          "value": 3.3037
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0763
      },
      "coherence_score": 3.3037149906158447,
      "coherence_diagnostics": {
        "tau": 3.3037149906158447,
        "grad_tau": 0.09585108608007431,
        "torsion": 0.0,
        "alignment": 1.404199242591858,
        "S_field": 1.073266625404358,
        "Gamma_field": 0.23215128481388092,
        "S_over_Gamma": 4.623134613037109,
        "Da": 14.760981559753418,
        "E_coh": 0.9781112670898438,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.22,
              28.81
            ],
            [
              -84.18,
              28.81
            ],
            [
              -84.17,
              28.8
            ],
            [
              -84.15,
              28.8
            ],
            [
              -84.13,
              28.78
            ],
            [
              -84.13,
              28.73
            ],
            [
              -84.15,
              28.72
            ],
            [
              -84.21,
              28.72
            ],
            [
              -84.23,
              28.73
            ],
            [
              -84.25,
              28.75
            ],
            [
              -84.25,
              28.78
            ],
            [
              -84.22,
              28.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0763,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4cb7d06b31e727411f7d85add4a42c08c1dc28f7ae7b765eefc41599fd7a1d41",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0763,
        "probability": 0.00102,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.00102,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "274088a1d6b151f9875ec15caeba787685080ce8a8acc13a356e8c92a7ceb92f"
      },
      "receipt_sha256": "274088a1d6b151f9875ec15caeba787685080ce8a8acc13a356e8c92a7ceb92f"
    },
    {
      "storm_id": "3312",
      "lat": 33.73,
      "lon": -83.1255,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3190.0,
      "ebshear": 7.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.1381
        },
        {
          "name": "alignment",
          "value": -4.5189
        },
        {
          "name": "tau",
          "value": 2.8788
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 2.878816604614258,
      "coherence_diagnostics": {
        "tau": 2.878816604614258,
        "grad_tau": 0.4557999074459076,
        "torsion": 0.0,
        "alignment": -4.518857002258301,
        "S_field": 0.5157026052474976,
        "Gamma_field": 0.39048463106155396,
        "S_over_Gamma": 1.3206732273101807,
        "Da": 24.902830123901367,
        "E_coh": 0.7923591136932373,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.08,
              33.78
            ],
            [
              -83.08,
              33.74
            ],
            [
              -83.1,
              33.7
            ],
            [
              -83.12,
              33.68
            ],
            [
              -83.13,
              33.69
            ],
            [
              -83.16,
              33.69
            ],
            [
              -83.17,
              33.7
            ],
            [
              -83.18,
              33.75
            ],
            [
              -83.16,
              33.76
            ],
            [
              -83.12,
              33.76
            ],
            [
              -83.08,
              33.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0744,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0744,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69e9ace6515a4e720009f3fd37bedeaff7bbbb4396e05199c8936d564c3d9bbd"
      },
      "receipt_sha256": "69e9ace6515a4e720009f3fd37bedeaff7bbbb4396e05199c8936d564c3d9bbd"
    },
    {
      "storm_id": "2477",
      "lat": 36.684,
      "lon": -87.412,
      "motion_east": 0.8,
      "motion_south": 4.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3690.0,
      "ebshear": 18.0,
      "srh01": 56.0,
      "maxllaz": 0.009,
      "mesh": 0.62,
      "flash_rate": 39.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0131
        },
        {
          "name": "alignment",
          "value": 1.6249
        },
        {
          "name": "tau",
          "value": 3.8189
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 3.818875312805176,
      "coherence_diagnostics": {
        "tau": 3.818875312805176,
        "grad_tau": 0.25294727087020874,
        "torsion": 0.0,
        "alignment": 1.624929666519165,
        "S_field": 1.2321743965148926,
        "Gamma_field": 0.23798461258411407,
        "S_over_Gamma": 5.17753791809082,
        "Da": 15.494078636169434,
        "E_coh": 0.9916472434997559,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.43,
              36.72
            ],
            [
              -87.38,
              36.72
            ],
            [
              -87.37,
              36.71
            ],
            [
              -87.36,
              36.67
            ],
            [
              -87.38,
              36.64
            ],
            [
              -87.43,
              36.64
            ],
            [
              -87.44,
              36.65
            ],
            [
              -87.45,
              36.67
            ],
            [
              -87.45,
              36.7
            ],
            [
              -87.43,
              36.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0735,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc944b8a267f8b12bf58b134c1292f7dc59966106280a2ec44e5df4855878469"
      },
      "receipt_sha256": "bc944b8a267f8b12bf58b134c1292f7dc59966106280a2ec44e5df4855878469"
    },
    {
      "storm_id": "3600",
      "lat": 30.642,
      "lon": -86.467,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2162.0,
      "ebshear": 16.0,
      "srh01": 28.0,
      "maxllaz": 0.005,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1381
        },
        {
          "name": "alignment",
          "value": -2.977
        },
        {
          "name": "tau",
          "value": 3.0538
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0728
      },
      "coherence_score": 3.053833484649658,
      "coherence_diagnostics": {
        "tau": 3.053833484649658,
        "grad_tau": 0.2942916750907898,
        "torsion": 0.0,
        "alignment": -2.9770448207855225,
        "S_field": 1.4893196821212769,
        "Gamma_field": 0.24381795525550842,
        "S_over_Gamma": 6.108326435089111,
        "Da": 15.566390037536621,
        "E_coh": 0.9537467360496521,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.48,
              30.68
            ],
            [
              -86.45,
              30.68
            ],
            [
              -86.43,
              30.66
            ],
            [
              -86.43,
              30.64
            ],
            [
              -86.45,
              30.62
            ],
            [
              -86.45,
              30.6
            ],
            [
              -86.49,
              30.6
            ],
            [
              -86.5,
              30.61
            ],
            [
              -86.51,
              30.65
            ],
            [
              -86.48,
              30.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0728,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0728,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74b0e464340df584367e5337774f8edc2d332e2619d810cc3eff3615a68aade7"
      },
      "receipt_sha256": "74b0e464340df584367e5337774f8edc2d332e2619d810cc3eff3615a68aade7"
    },
    {
      "storm_id": "2496",
      "lat": 31.4012,
      "lon": -87.7435,
      "motion_east": -1.0,
      "motion_south": 9.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2471.0,
      "ebshear": 17.0,
      "srh01": 23.0,
      "maxllaz": 0.006,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8881
        },
        {
          "name": "alignment",
          "value": -1.1764
        },
        {
          "name": "tau",
          "value": 2.895
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0723
      },
      "coherence_score": 2.8950066566467285,
      "coherence_diagnostics": {
        "tau": 2.8950066566467285,
        "grad_tau": 0.4772973656654358,
        "torsion": 0.0,
        "alignment": -1.176425576210022,
        "S_field": 1.3476977348327637,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 4.088252544403076,
        "Da": 21.173202514648438,
        "E_coh": 0.9810166358947754,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.78,
              31.51
            ],
            [
              -87.77,
              31.5
            ],
            [
              -87.74,
              31.5
            ],
            [
              -87.72,
              31.47
            ],
            [
              -87.66,
              31.44
            ],
            [
              -87.66,
              31.42
            ],
            [
              -87.61,
              31.36
            ],
            [
              -87.61,
              31.31
            ],
            [
              -87.62,
              31.3
            ],
            [
              -87.64,
              31.29
            ],
            [
              -87.67,
              31.29
            ],
            [
              -87.73,
              31.35
            ],
            [
              -87.74,
              31.35
            ],
            [
              -87.76,
              31.33
            ],
            [
              -87.81,
              31.33
            ],
            [
              -87.83,
              31.31
            ],
            [
              -87.84,
              31.31
            ],
            [
              -87.84,
              31.37
            ],
            [
              -87.8,
              31.41
            ],
            [
              -87.78,
              31.41
            ],
            [
              -87.76,
              31.43
            ],
            [
              -87.79,
              31.46
            ],
            [
              -87.79,
              31.48
            ],
            [
              -87.8,
              31.49
            ],
            [
              -87.8,
              31.5
            ],
            [
              -87.78,
              31.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0723,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f689d97d00e234512425e7e6796a98075868874a52ab2f8183e4b8a9b350e28c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0723,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a00fffd226baafad39879965619d84dcadb1bdd04899ef61114beafe3f14ddb"
      },
      "receipt_sha256": "8a00fffd226baafad39879965619d84dcadb1bdd04899ef61114beafe3f14ddb"
    },
    {
      "storm_id": "2825",
      "lat": 50.513,
      "lon": -99.529,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3774.0,
      "ebshear": 36.0,
      "srh01": 77.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.5131
        },
        {
          "name": "alignment",
          "value": 0.8463
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0716
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.43671154975891113,
        "torsion": 0.0,
        "alignment": 0.8463268280029297,
        "S_field": 0.27736514806747437,
        "Gamma_field": 0.905484676361084,
        "S_over_Gamma": 0.3063167631626129,
        "Da": 47.39231491088867,
        "E_coh": 0.775094211101532,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.54,
              50.55
            ],
            [
              -99.51,
              50.55
            ],
            [
              -99.5,
              50.54
            ],
            [
              -99.49,
              50.48
            ],
            [
              -99.51,
              50.47
            ],
            [
              -99.54,
              50.47
            ],
            [
              -99.56,
              50.48
            ],
            [
              -99.55,
              50.5
            ],
            [
              -99.55,
              50.54
            ],
            [
              -99.54,
              50.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0716,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "48008c542dfde8aba9acf852bc99b6d34e868d0efe4d7cb17ac50d87e0243dd4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0716,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3013de973bb857374b79d1f604674534eb6f44fff6a269e8ea6c5125d4a8b5e"
      },
      "receipt_sha256": "d3013de973bb857374b79d1f604674534eb6f44fff6a269e8ea6c5125d4a8b5e"
    },
    {
      "storm_id": "3565",
      "lat": 28.6827,
      "lon": -83.6318,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2244.0,
      "ebshear": 15.0,
      "srh01": 54.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.1381
        },
        {
          "name": "alignment",
          "value": 5.9022
        },
        {
          "name": "tau",
          "value": 3.2299
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.071
      },
      "coherence_score": 3.22989559173584,
      "coherence_diagnostics": {
        "tau": 3.22989559173584,
        "grad_tau": 0.10953067988157272,
        "torsion": 0.0,
        "alignment": 5.902178764343262,
        "S_field": 0.8709350228309631,
        "Gamma_field": 0.23215129971504211,
        "S_over_Gamma": 3.7515835762023926,
        "Da": 14.635772705078125,
        "E_coh": 0.8977144360542297,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.67,
              28.73
            ],
            [
              -83.6,
              28.73
            ],
            [
              -83.56,
              28.71
            ],
            [
              -83.56,
              28.65
            ],
            [
              -83.6,
              28.62
            ],
            [
              -83.64,
              28.62
            ],
            [
              -83.64,
              28.63
            ],
            [
              -83.68,
              28.68
            ],
            [
              -83.66,
              28.7
            ],
            [
              -83.67,
              28.71
            ],
            [
              -83.67,
              28.73
            ]
          ]
        ]
      },
      "raw_probability": 0.071,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9975770156538d08ef34e2e70a73cef2df64b6b1f60384dd66467832d088b760",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.071,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bff8a901ded84dd1537ec41337fa3472ec2a64db3fdfc578277cbe54604a5e4"
      },
      "receipt_sha256": "4bff8a901ded84dd1537ec41337fa3472ec2a64db3fdfc578277cbe54604a5e4"
    },
    {
      "storm_id": "2841",
      "lat": 36.6833,
      "lon": -82.7722,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2740.0,
      "ebshear": 19.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3881
        },
        {
          "name": "alignment",
          "value": -0.5071
        },
        {
          "name": "tau",
          "value": 3.9645
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.069
      },
      "coherence_score": 3.96449613571167,
      "coherence_diagnostics": {
        "tau": 3.96449613571167,
        "grad_tau": 0.47383952140808105,
        "torsion": 0.0,
        "alignment": -0.5070973038673401,
        "S_field": 1.3957479000091553,
        "Gamma_field": 0.215484619140625,
        "S_over_Gamma": 6.477250576019287,
        "Da": 12.89060115814209,
        "E_coh": 0.9633880853652954,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.79,
              36.71
            ],
            [
              -82.76,
              36.71
            ],
            [
              -82.74,
              36.69
            ],
            [
              -82.74,
              36.66
            ],
            [
              -82.75,
              36.65
            ],
            [
              -82.78,
              36.65
            ],
            [
              -82.8,
              36.67
            ],
            [
              -82.8,
              36.7
            ],
            [
              -82.79,
              36.71
            ]
          ]
        ]
      },
      "raw_probability": 0.069,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e2d5bf8a2d337e2d65720248c59e9661b1883b202022000a85b1512a9d1509c5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.069,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f12319006cf6b532c9a8c32433b0e1ff741db8e53810c54cb0874e73324bd290"
      },
      "receipt_sha256": "f12319006cf6b532c9a8c32433b0e1ff741db8e53810c54cb0874e73324bd290"
    },
    {
      "storm_id": "3395",
      "lat": 45.2079,
      "lon": -108.2614,
      "motion_east": 8.4,
      "motion_south": 1.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 525.0,
      "ebshear": 31.0,
      "srh01": 18.0,
      "maxllaz": 0.006,
      "mesh": 0.36,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.5131
        },
        {
          "name": "alignment",
          "value": -1.4467
        },
        {
          "name": "tau",
          "value": 0.4998
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.068
      },
      "coherence_score": 0.4998144507408142,
      "coherence_diagnostics": {
        "tau": 0.4998144507408142,
        "grad_tau": 0.045596666634082794,
        "torsion": 0.0,
        "alignment": -1.446658968925476,
        "S_field": 0.28232279419898987,
        "Gamma_field": 1.0079846382141113,
        "S_over_Gamma": 0.2800863981246948,
        "Da": 58.04949188232422,
        "E_coh": 0.014884859323501587,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.31,
              45.29
            ],
            [
              -108.25,
              45.29
            ],
            [
              -108.22,
              45.27
            ],
            [
              -108.16,
              45.26
            ],
            [
              -108.14,
              45.24
            ],
            [
              -108.14,
              45.2
            ],
            [
              -108.25,
              45.15
            ],
            [
              -108.27,
              45.13
            ],
            [
              -108.27,
              45.12
            ],
            [
              -108.33,
              45.12
            ],
            [
              -108.33,
              45.14
            ],
            [
              -108.34,
              45.15
            ],
            [
              -108.34,
              45.26
            ],
            [
              -108.31,
              45.29
            ]
          ]
        ]
      },
      "raw_probability": 0.068,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d024633a73f0a4b235c973f28f286726f3935e3e03d1e0bedec889d2d88800ea",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.068,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a7fe5144edba41fb6b62118d18107fbfb3caf3fdb1c712df03ae439241b88f03"
      },
      "receipt_sha256": "a7fe5144edba41fb6b62118d18107fbfb3caf3fdb1c712df03ae439241b88f03"
    },
    {
      "storm_id": "3610",
      "lat": 46.3042,
      "lon": -75.0142,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 79.0,
      "ebshear": 26.0,
      "srh01": 57.0,
      "maxllaz": 0.0,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.1381
        },
        {
          "name": "alignment",
          "value": 5.6194
        },
        {
          "name": "tau",
          "value": 0.7186
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0675
      },
      "coherence_score": 0.7185794711112976,
      "coherence_diagnostics": {
        "tau": 0.7185794711112976,
        "grad_tau": 0.04802316799759865,
        "torsion": 0.0,
        "alignment": 5.619433879852295,
        "S_field": 0.24211503565311432,
        "Gamma_field": 0.30131796002388,
        "S_over_Gamma": 0.8035200834274292,
        "Da": 16.215957641601562,
        "E_coh": 0.13376009464263916,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.0,
              46.35
            ],
            [
              -74.92,
              46.35
            ],
            [
              -74.92,
              46.27
            ],
            [
              -74.99,
              46.23
            ],
            [
              -75.05,
              46.23
            ],
            [
              -75.05,
              46.28
            ],
            [
              -75.07,
              46.29
            ],
            [
              -75.07,
              46.31
            ],
            [
              -75.06,
              46.31
            ],
            [
              -75.03,
              46.34
            ],
            [
              -75.01,
              46.34
            ],
            [
              -75.0,
              46.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0675,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "fa02e54f18a180b6a56b0ee9cf892134008718fd9ec4193a2d36a6342b5bd106",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0675,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52268e72093349dcacc76392e071ac2d62eef7b44468770c0fdb848ddf534f71"
      },
      "receipt_sha256": "52268e72093349dcacc76392e071ac2d62eef7b44468770c0fdb848ddf534f71"
    },
    {
      "storm_id": "2742",
      "lat": 31.7445,
      "lon": -87.9818,
      "motion_east": -1.0,
      "motion_south": 6.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3108.0,
      "ebshear": 19.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1381
        },
        {
          "name": "alignment",
          "value": -1.8418
        },
        {
          "name": "tau",
          "value": 3.0845
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0672
      },
      "coherence_score": 3.0844972133636475,
      "coherence_diagnostics": {
        "tau": 3.0844972133636475,
        "grad_tau": 0.23142105340957642,
        "torsion": 0.0,
        "alignment": -1.8418262004852295,
        "S_field": 1.364150047302246,
        "Gamma_field": 0.2846513092517853,
        "S_over_Gamma": 4.792354583740234,
        "Da": 18.150529861450195,
        "E_coh": 0.9757684469223022,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.98,
              31.79
            ],
            [
              -87.95,
              31.79
            ],
            [
              -87.91,
              31.77
            ],
            [
              -87.91,
              31.74
            ],
            [
              -87.94,
              31.71
            ],
            [
              -87.98,
              31.69
            ],
            [
              -88.04,
              31.7
            ],
            [
              -88.05,
              31.71
            ],
            [
              -88.03,
              31.74
            ],
            [
              -88.03,
              31.76
            ],
            [
              -87.98,
              31.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0672,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7d3571a727572d14680e1e4872b58b07b4cee710550ccd232d66d3ab6ee61337",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0672,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6edc458c42dfebc34cc77185bdfb51bf18e053e2a3a71d828c4cdf25858e7d00"
      },
      "receipt_sha256": "6edc458c42dfebc34cc77185bdfb51bf18e053e2a3a71d828c4cdf25858e7d00"
    },
    {
      "storm_id": "3271",
      "lat": 37.785,
      "lon": -93.02,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1913.0,
      "ebshear": 9.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0131
        },
        {
          "name": "alignment",
          "value": -0.8139
        },
        {
          "name": "tau",
          "value": 3.111
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 3.1110317707061768,
      "coherence_diagnostics": {
        "tau": 3.1110317707061768,
        "grad_tau": 0.19763262569904327,
        "torsion": 0.0,
        "alignment": -0.8139289617538452,
        "S_field": 1.1480835676193237,
        "Gamma_field": 0.3379846513271332,
        "S_over_Gamma": 3.3968513011932373,
        "Da": 21.089954376220703,
        "E_coh": 0.9969692826271057,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.03,
              37.82
            ],
            [
              -92.99,
              37.8
            ],
            [
              -92.99,
              37.76
            ],
            [
              -93.0,
              37.75
            ],
            [
              -93.03,
              37.75
            ],
            [
              -93.05,
              37.77
            ],
            [
              -93.04,
              37.81
            ],
            [
              -93.03,
              37.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0665,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65e77375bb8d6bca05ae75ce681dfadaf9a66703a619dfe37cf8e3f77b111203"
      },
      "receipt_sha256": "65e77375bb8d6bca05ae75ce681dfadaf9a66703a619dfe37cf8e3f77b111203"
    },
    {
      "storm_id": "2491",
      "lat": 32.222,
      "lon": -87.5391,
      "motion_east": -2.0,
      "motion_south": 8.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3318.0,
      "ebshear": 16.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3881
        },
        {
          "name": "alignment",
          "value": 2.3384
        },
        {
          "name": "tau",
          "value": 3.1088
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 3.1087918281555176,
      "coherence_diagnostics": {
        "tau": 3.1087918281555176,
        "grad_tau": 0.18756914138793945,
        "torsion": 0.0,
        "alignment": 2.3384199142456055,
        "S_field": 1.3153218030929565,
        "Gamma_field": 0.2754846215248108,
        "S_over_Gamma": 4.774574279785156,
        "Da": 17.540006637573242,
        "E_coh": 0.9812637567520142,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.55,
              32.4
            ],
            [
              -87.51,
              32.4
            ],
            [
              -87.5,
              32.39
            ],
            [
              -87.5,
              32.33
            ],
            [
              -87.52,
              32.31
            ],
            [
              -87.49,
              32.28
            ],
            [
              -87.45,
              32.26
            ],
            [
              -87.45,
              32.24
            ],
            [
              -87.43,
              32.2
            ],
            [
              -87.43,
              32.17
            ],
            [
              -87.42,
              32.16
            ],
            [
              -87.43,
              32.15
            ],
            [
              -87.43,
              32.1
            ],
            [
              -87.45,
              32.07
            ],
            [
              -87.45,
              32.05
            ],
            [
              -87.49,
              32.03
            ],
            [
              -87.53,
              32.03
            ],
            [
              -87.54,
              32.02
            ],
            [
              -87.57,
              32.03
            ],
            [
              -87.61,
              32.07
            ],
            [
              -87.63,
              32.11
            ],
            [
              -87.63,
              32.13
            ],
            [
              -87.64,
              32.14
            ],
            [
              -87.64,
              32.17
            ],
            [
              -87.65,
              32.18
            ],
            [
              -87.64,
              32.24
            ],
            [
              -87.59,
              32.28
            ],
            [
              -87.59,
              32.29
            ],
            [
              -87.61,
              32.3
            ],
            [
              -87.61,
              32.34
            ],
            [
              -87.6,
              32.35
            ],
            [
              -87.6,
              32.37
            ],
            [
              -87.58,
              32.39
            ],
            [
              -87.56,
              32.39
            ],
            [
              -87.55,
              32.4
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.066,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c459127ebbd192c1099c88062f3a7c476b3724d059173c580cba2057dbdebe56"
      },
      "receipt_sha256": "c459127ebbd192c1099c88062f3a7c476b3724d059173c580cba2057dbdebe56"
    },
    {
      "storm_id": "2972",
      "lat": 36.5237,
      "lon": -80.5004,
      "motion_east": 4.2,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2397.0,
      "ebshear": 22.0,
      "srh01": 48.0,
      "maxllaz": 0.005,
      "mesh": 0.48,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8881
        },
        {
          "name": "alignment",
          "value": -0.132
        },
        {
          "name": "tau",
          "value": 3.1806
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 3.180630683898926,
      "coherence_diagnostics": {
        "tau": 3.180630683898926,
        "grad_tau": 0.4406481981277466,
        "torsion": 0.0,
        "alignment": -0.13195785880088806,
        "S_field": 1.1750565767288208,
        "Gamma_field": 0.21131795644760132,
        "S_over_Gamma": 5.560609340667725,
        "Da": 12.85935115814209,
        "E_coh": 0.9456644654273987,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.56,
              36.59
            ],
            [
              -80.55,
              36.58
            ],
            [
              -80.52,
              36.58
            ],
            [
              -80.51,
              36.59
            ],
            [
              -80.5,
              36.58
            ],
            [
              -80.42,
              36.57
            ],
            [
              -80.39,
              36.55
            ],
            [
              -80.39,
              36.53
            ],
            [
              -80.36,
              36.5
            ],
            [
              -80.36,
              36.49
            ],
            [
              -80.38,
              36.47
            ],
            [
              -80.43,
              36.47
            ],
            [
              -80.44,
              36.48
            ],
            [
              -80.47,
              36.48
            ],
            [
              -80.5,
              36.46
            ],
            [
              -80.53,
              36.46
            ],
            [
              -80.54,
              36.45
            ],
            [
              -80.57,
              36.47
            ],
            [
              -80.6,
              36.47
            ],
            [
              -80.63,
              36.5
            ],
            [
              -80.63,
              36.55
            ],
            [
              -80.6,
              36.58
            ],
            [
              -80.57,
              36.58
            ],
            [
              -80.56,
              36.59
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.066,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c459127ebbd192c1099c88062f3a7c476b3724d059173c580cba2057dbdebe56"
      },
      "receipt_sha256": "c459127ebbd192c1099c88062f3a7c476b3724d059173c580cba2057dbdebe56"
    },
    {
      "storm_id": "2725",
      "lat": 37.3452,
      "lon": -76.4,
      "motion_east": 7.6,
      "motion_south": 3.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1632.0,
      "ebshear": 47.0,
      "srh01": 23.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2631
        },
        {
          "name": "alignment",
          "value": 0.4204
        },
        {
          "name": "tau",
          "value": 2.97
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0658
      },
      "coherence_score": 2.9699909687042236,
      "coherence_diagnostics": {
        "tau": 2.9699909687042236,
        "grad_tau": 0.4389616549015045,
        "torsion": 0.0,
        "alignment": 0.420418918132782,
        "S_field": 1.1010868549346924,
        "Gamma_field": 0.30215129256248474,
        "S_over_Gamma": 3.6441574096679688,
        "Da": 17.994199752807617,
        "E_coh": 0.968831479549408,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.45,
              37.44
            ],
            [
              -76.41,
              37.44
            ],
            [
              -76.39,
              37.42
            ],
            [
              -76.36,
              37.42
            ],
            [
              -76.35,
              37.4
            ],
            [
              -76.3,
              37.36
            ],
            [
              -76.3,
              37.34
            ],
            [
              -76.31,
              37.33
            ],
            [
              -76.3,
              37.3
            ],
            [
              -76.32,
              37.28
            ],
            [
              -76.32,
              37.26
            ],
            [
              -76.36,
              37.23
            ],
            [
              -76.46,
              37.23
            ],
            [
              -76.48,
              37.24
            ],
            [
              -76.49,
              37.26
            ],
            [
              -76.49,
              37.31
            ],
            [
              -76.47,
              37.33
            ],
            [
              -76.47,
              37.39
            ],
            [
              -76.46,
              37.4
            ],
            [
              -76.46,
              37.43
            ],
            [
              -76.45,
              37.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0658,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0658,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96de05b865be5eb7a8c19e4032877dffbe26f89ccbe4b727f121be46dcbbb502"
      },
      "receipt_sha256": "96de05b865be5eb7a8c19e4032877dffbe26f89ccbe4b727f121be46dcbbb502"
    },
    {
      "storm_id": "2493",
      "lat": 32.517,
      "lon": -98.157,
      "motion_east": 1.3,
      "motion_south": 0.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3469.0,
      "ebshear": 7.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.47,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7631
        },
        {
          "name": "alignment",
          "value": 3.1243
        },
        {
          "name": "tau",
          "value": 2.0475
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0656
      },
      "coherence_score": 2.04748272895813,
      "coherence_diagnostics": {
        "tau": 2.04748272895813,
        "grad_tau": 0.36586135625839233,
        "torsion": 0.0,
        "alignment": 3.1243340969085693,
        "S_field": 1.2104504108428955,
        "Gamma_field": 0.2596513032913208,
        "S_over_Gamma": 4.661830902099609,
        "Da": 15.231807708740234,
        "E_coh": 0.9428423047065735,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.17,
              32.55
            ],
            [
              -98.13,
              32.55
            ],
            [
              -98.12,
              32.54
            ],
            [
              -98.12,
              32.5
            ],
            [
              -98.14,
              32.48
            ],
            [
              -98.17,
              32.48
            ],
            [
              -98.18,
              32.49
            ],
            [
              -98.18,
              32.51
            ],
            [
              -98.19,
              32.52
            ],
            [
              -98.17,
              32.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0656,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b0231e5d9410b24aea1dcc7eb634d389bd263c20ebb8ecb577a0e2347cba6960",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0656,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51c5a223d4e3f1fcc0f2298a6cc063167b0be276512ce08c3b778776507c1eb9"
      },
      "receipt_sha256": "51c5a223d4e3f1fcc0f2298a6cc063167b0be276512ce08c3b778776507c1eb9"
    },
    {
      "storm_id": "3594",
      "lat": 31.7282,
      "lon": -85.8943,
      "motion_east": -4.0,
      "motion_south": 5.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1490.0,
      "ebshear": 11.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7631
        },
        {
          "name": "alignment",
          "value": -1.6375
        },
        {
          "name": "tau",
          "value": 2.8279
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0654
      },
      "coherence_score": 2.8278892040252686,
      "coherence_diagnostics": {
        "tau": 2.8278892040252686,
        "grad_tau": 0.11291251331567764,
        "torsion": 0.0,
        "alignment": -1.6374576091766357,
        "S_field": 0.2703545093536377,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 0.710552990436554,
        "Da": 23.717283248901367,
        "E_coh": 0.9830847382545471,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.82,
              31.84
            ],
            [
              -85.79,
              31.84
            ],
            [
              -85.76,
              31.81
            ],
            [
              -85.76,
              31.79
            ],
            [
              -85.75,
              31.78
            ],
            [
              -85.77,
              31.76
            ],
            [
              -85.77,
              31.75
            ],
            [
              -85.81,
              31.74
            ],
            [
              -85.83,
              31.72
            ],
            [
              -85.83,
              31.68
            ],
            [
              -85.87,
              31.66
            ],
            [
              -85.89,
              31.66
            ],
            [
              -85.9,
              31.67
            ],
            [
              -85.96,
              31.67
            ],
            [
              -85.99,
              31.63
            ],
            [
              -86.03,
              31.63
            ],
            [
              -86.04,
              31.64
            ],
            [
              -86.04,
              31.66
            ],
            [
              -86.06,
              31.68
            ],
            [
              -86.06,
              31.7
            ],
            [
              -86.05,
              31.71
            ],
            [
              -86.03,
              31.72
            ],
            [
              -85.96,
              31.72
            ],
            [
              -85.91,
              31.75
            ],
            [
              -85.86,
              31.75
            ],
            [
              -85.83,
              31.78
            ],
            [
              -85.85,
              31.81
            ],
            [
              -85.82,
              31.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0654,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "fb292679d0489f89965fa8e8580a89f007ebe07cccb2a412512b3c00e1cb7f7e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0654,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "056a89992c932c8a2f7a7bbd0fb6bb736862120e8d22d3323bc3730669d84c25"
      },
      "receipt_sha256": "056a89992c932c8a2f7a7bbd0fb6bb736862120e8d22d3323bc3730669d84c25"
    },
    {
      "storm_id": "3046",
      "lat": 41.9539,
      "lon": -105.2839,
      "motion_east": 5.4,
      "motion_south": 0.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 704.0,
      "ebshear": 23.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6381
        },
        {
          "name": "alignment",
          "value": -0.4986
        },
        {
          "name": "tau",
          "value": 0.3454
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0642
      },
      "coherence_score": 0.3454153537750244,
      "coherence_diagnostics": {
        "tau": 0.3454153537750244,
        "grad_tau": 0.06131759285926819,
        "torsion": 0.0,
        "alignment": -0.49862948060035706,
        "S_field": 0.09237129986286163,
        "Gamma_field": 0.512151300907135,
        "S_over_Gamma": 0.1803593933582306,
        "Da": 29.946455001831055,
        "E_coh": 0.33393537998199463,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.2,
              42.06
            ],
            [
              -105.19,
              42.05
            ],
            [
              -105.15,
              42.05
            ],
            [
              -105.14,
              42.04
            ],
            [
              -105.14,
              42.01
            ],
            [
              -105.16,
              42.0
            ],
            [
              -105.17,
              42.01
            ],
            [
              -105.2,
              42.01
            ],
            [
              -105.26,
              41.94
            ],
            [
              -105.26,
              41.92
            ],
            [
              -105.3,
              41.88
            ],
            [
              -105.31,
              41.88
            ],
            [
              -105.37,
              41.81
            ],
            [
              -105.43,
              41.8
            ],
            [
              -105.45,
              41.82
            ],
            [
              -105.45,
              41.87
            ],
            [
              -105.43,
              41.89
            ],
            [
              -105.43,
              41.9
            ],
            [
              -105.41,
              41.92
            ],
            [
              -105.36,
              41.94
            ],
            [
              -105.28,
              42.04
            ],
            [
              -105.24,
              42.04
            ],
            [
              -105.2,
              42.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0642,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0642,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc7b30b9c7bf22082b037417cff3bf1dba15d21f56d42d592899a9daf03af7ed"
      },
      "receipt_sha256": "bc7b30b9c7bf22082b037417cff3bf1dba15d21f56d42d592899a9daf03af7ed"
    },
    {
      "storm_id": "2781",
      "lat": 31.565,
      "lon": -82.992,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2271.0,
      "ebshear": 16.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.5131
        },
        {
          "name": "alignment",
          "value": 1.4894
        },
        {
          "name": "tau",
          "value": 3.1445
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0634
      },
      "coherence_score": 3.1445374488830566,
      "coherence_diagnostics": {
        "tau": 3.1445374488830566,
        "grad_tau": 0.041107043623924255,
        "torsion": 0.0,
        "alignment": 1.48939847946167,
        "S_field": 1.198859691619873,
        "Gamma_field": 0.27715128660202026,
        "S_over_Gamma": 4.325650691986084,
        "Da": 15.667176246643066,
        "E_coh": 0.9466145038604736,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.01,
              31.59
            ],
            [
              -82.97,
              31.59
            ],
            [
              -82.96,
              31.58
            ],
            [
              -82.97,
              31.57
            ],
            [
              -82.96,
              31.54
            ],
            [
              -82.99,
              31.54
            ],
            [
              -83.01,
              31.53
            ],
            [
              -83.02,
              31.54
            ],
            [
              -83.02,
              31.58
            ],
            [
              -83.01,
              31.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0634,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f4b4cd5d9c5100b474f24569b748ce81f1b0ed96947d803725d3e833ce5ee6fa",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0634,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "13f789214064ec2cc54c84acf4a91efec847b8b700c312c9b87f1bb077e426bd"
      },
      "receipt_sha256": "13f789214064ec2cc54c84acf4a91efec847b8b700c312c9b87f1bb077e426bd"
    },
    {
      "storm_id": "3052",
      "lat": 37.7977,
      "lon": -77.7,
      "motion_east": 6.7,
      "motion_south": 4.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2377.0,
      "ebshear": 35.0,
      "srh01": 19.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7631
        },
        {
          "name": "alignment",
          "value": 3.8065
        },
        {
          "name": "tau",
          "value": 2.7528
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0627
      },
      "coherence_score": 2.7528209686279297,
      "coherence_diagnostics": {
        "tau": 2.7528209686279297,
        "grad_tau": 0.49971944093704224,
        "torsion": 0.0,
        "alignment": 3.8064584732055664,
        "S_field": 0.7838455438613892,
        "Gamma_field": 0.21465128660202026,
        "S_over_Gamma": 3.6517159938812256,
        "Da": 13.035934448242188,
        "E_coh": 0.8850073218345642,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.78,
              37.85
            ],
            [
              -77.76,
              37.84
            ],
            [
              -77.68,
              37.84
            ],
            [
              -77.67,
              37.85
            ],
            [
              -77.63,
              37.85
            ],
            [
              -77.62,
              37.84
            ],
            [
              -77.6,
              37.84
            ],
            [
              -77.58,
              37.83
            ],
            [
              -77.58,
              37.77
            ],
            [
              -77.6,
              37.75
            ],
            [
              -77.65,
              37.75
            ],
            [
              -77.66,
              37.74
            ],
            [
              -77.69,
              37.74
            ],
            [
              -77.7,
              37.75
            ],
            [
              -77.72,
              37.75
            ],
            [
              -77.73,
              37.76
            ],
            [
              -77.77,
              37.76
            ],
            [
              -77.78,
              37.77
            ],
            [
              -77.84,
              37.77
            ],
            [
              -77.79,
              37.81
            ],
            [
              -77.79,
              37.84
            ],
            [
              -77.78,
              37.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0627,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3756718427e1566fea94043d5625e929a31821269afb8bd03ec1c9f291d17a7a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0627,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b64a3bd797e6c86af10c72113bb01a91153405aa33663d5c1cfd8818015f89d"
      },
      "receipt_sha256": "5b64a3bd797e6c86af10c72113bb01a91153405aa33663d5c1cfd8818015f89d"
    },
    {
      "storm_id": "1673",
      "lat": 48.7453,
      "lon": -89.9593,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1196.0,
      "ebshear": 32.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1381
        },
        {
          "name": "alignment",
          "value": -0.6244
        },
        {
          "name": "tau",
          "value": 0.8015
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 0.8014726638793945,
      "coherence_diagnostics": {
        "tau": 0.8014726638793945,
        "grad_tau": 0.6156857013702393,
        "torsion": 0.0,
        "alignment": -0.6243572235107422,
        "S_field": 0.794815719127655,
        "Gamma_field": 0.3563179671764374,
        "S_over_Gamma": 2.2306361198425293,
        "Da": 21.29131507873535,
        "E_coh": 0.8573117852210999,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.01,
              48.8
            ],
            [
              -89.95,
              48.8
            ],
            [
              -89.91,
              48.77
            ],
            [
              -89.91,
              48.75
            ],
            [
              -89.9,
              48.74
            ],
            [
              -89.9,
              48.71
            ],
            [
              -89.91,
              48.69
            ],
            [
              -89.93,
              48.68
            ],
            [
              -89.97,
              48.68
            ],
            [
              -89.99,
              48.7
            ],
            [
              -90.0,
              48.72
            ],
            [
              -90.0,
              48.77
            ],
            [
              -89.99,
              48.78
            ],
            [
              -90.01,
              48.79
            ],
            [
              -90.01,
              48.8
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.062,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a9f735fe0b76469ce5666fd4a074ab3ff0152ac1af7c81f2244542fcc0c35e8"
      },
      "receipt_sha256": "0a9f735fe0b76469ce5666fd4a074ab3ff0152ac1af7c81f2244542fcc0c35e8"
    },
    {
      "storm_id": "3364",
      "lat": 37.6245,
      "lon": -77.2591,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2967.0,
      "ebshear": 38.0,
      "srh01": 43.0,
      "maxllaz": 0.006,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7631
        },
        {
          "name": "alignment",
          "value": 3.8065
        },
        {
          "name": "tau",
          "value": 2.7528
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 2.7528209686279297,
      "coherence_diagnostics": {
        "tau": 2.7528209686279297,
        "grad_tau": 0.49971944093704224,
        "torsion": 0.0,
        "alignment": 3.8064584732055664,
        "S_field": 0.7838455438613892,
        "Gamma_field": 0.21465128660202026,
        "S_over_Gamma": 3.6517159938812256,
        "Da": 13.035934448242188,
        "E_coh": 0.8850073218345642,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.29,
              37.66
            ],
            [
              -77.22,
              37.66
            ],
            [
              -77.22,
              37.64
            ],
            [
              -77.24,
              37.63
            ],
            [
              -77.23,
              37.59
            ],
            [
              -77.25,
              37.59
            ],
            [
              -77.26,
              37.58
            ],
            [
              -77.28,
              37.59
            ],
            [
              -77.28,
              37.63
            ],
            [
              -77.29,
              37.64
            ],
            [
              -77.29,
              37.66
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.062,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a9f735fe0b76469ce5666fd4a074ab3ff0152ac1af7c81f2244542fcc0c35e8"
      },
      "receipt_sha256": "0a9f735fe0b76469ce5666fd4a074ab3ff0152ac1af7c81f2244542fcc0c35e8"
    },
    {
      "storm_id": "3492",
      "lat": 34.53,
      "lon": -88.315,
      "motion_east": 1.4,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4167.0,
      "ebshear": 16.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": -0.4399
        },
        {
          "name": "tau",
          "value": 3.4378
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 3.4377810955047607,
      "coherence_diagnostics": {
        "tau": 3.4377810955047607,
        "grad_tau": 0.376690149307251,
        "torsion": 0.0,
        "alignment": -0.4399166405200958,
        "S_field": 1.2522709369659424,
        "Gamma_field": 0.28381797671318054,
        "S_over_Gamma": 4.412232398986816,
        "Da": 18.158838272094727,
        "E_coh": 0.9788815379142761,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.33,
              34.58
            ],
            [
              -88.29,
              34.57
            ],
            [
              -88.27,
              34.53
            ],
            [
              -88.28,
              34.52
            ],
            [
              -88.28,
              34.49
            ],
            [
              -88.3,
              34.48
            ],
            [
              -88.33,
              34.48
            ],
            [
              -88.37,
              34.51
            ],
            [
              -88.37,
              34.56
            ],
            [
              -88.33,
              34.58
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.062,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a9f735fe0b76469ce5666fd4a074ab3ff0152ac1af7c81f2244542fcc0c35e8"
      },
      "receipt_sha256": "0a9f735fe0b76469ce5666fd4a074ab3ff0152ac1af7c81f2244542fcc0c35e8"
    },
    {
      "storm_id": "3070",
      "lat": 44.5724,
      "lon": -108.4741,
      "motion_east": 7.3,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 375.0,
      "ebshear": 29.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.6381
        },
        {
          "name": "alignment",
          "value": 0.4143
        },
        {
          "name": "tau",
          "value": 0.5628
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.5627948045730591,
      "coherence_diagnostics": {
        "tau": 0.5627948045730591,
        "grad_tau": 0.04185846075415611,
        "torsion": 0.0,
        "alignment": 0.41426780819892883,
        "S_field": 0.23698276281356812,
        "Gamma_field": 0.36965131759643555,
        "S_over_Gamma": 0.641098141670227,
        "Da": 19.9156494140625,
        "E_coh": 0.3356934189796448,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.47,
              44.64
            ],
            [
              -108.44,
              44.64
            ],
            [
              -108.43,
              44.63
            ],
            [
              -108.4,
              44.63
            ],
            [
              -108.38,
              44.62
            ],
            [
              -108.38,
              44.56
            ],
            [
              -108.43,
              44.54
            ],
            [
              -108.44,
              44.52
            ],
            [
              -108.48,
              44.51
            ],
            [
              -108.49,
              44.5
            ],
            [
              -108.53,
              44.5
            ],
            [
              -108.55,
              44.51
            ],
            [
              -108.56,
              44.52
            ],
            [
              -108.56,
              44.57
            ],
            [
              -108.53,
              44.6
            ],
            [
              -108.52,
              44.6
            ],
            [
              -108.47,
              44.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0608,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae56bf8174b1173c297e6034dafb7086600d3667a46bb7a679fe2d4fa0a7f119"
      },
      "receipt_sha256": "ae56bf8174b1173c297e6034dafb7086600d3667a46bb7a679fe2d4fa0a7f119"
    },
    {
      "storm_id": "3365",
      "lat": 37.31,
      "lon": -87.9133,
      "motion_east": 1.0,
      "motion_south": 1.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3945.0,
      "ebshear": 18.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5131
        },
        {
          "name": "alignment",
          "value": 4.648
        },
        {
          "name": "tau",
          "value": 3.5516
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 3.5515518188476562,
      "coherence_diagnostics": {
        "tau": 3.5515518188476562,
        "grad_tau": 0.3696845471858978,
        "torsion": 0.0,
        "alignment": 4.6480231285095215,
        "S_field": 0.8798887729644775,
        "Gamma_field": 0.2738179564476013,
        "S_over_Gamma": 3.2134077548980713,
        "Da": 16.12887191772461,
        "E_coh": 0.944000244140625,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.92,
              37.35
            ],
            [
              -87.88,
              37.35
            ],
            [
              -87.87,
              37.34
            ],
            [
              -87.87,
              37.3
            ],
            [
              -87.89,
              37.28
            ],
            [
              -87.94,
              37.28
            ],
            [
              -87.95,
              37.27
            ],
            [
              -87.98,
              37.27
            ],
            [
              -87.92,
              37.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0608,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae56bf8174b1173c297e6034dafb7086600d3667a46bb7a679fe2d4fa0a7f119"
      },
      "receipt_sha256": "ae56bf8174b1173c297e6034dafb7086600d3667a46bb7a679fe2d4fa0a7f119"
    },
    {
      "storm_id": "3339",
      "lat": 35.272,
      "lon": -109.269,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 910.0,
      "ebshear": 22.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.39,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7631
        },
        {
          "name": "alignment",
          "value": -3.6487
        },
        {
          "name": "tau",
          "value": 0.6038
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 0.6038389801979065,
      "coherence_diagnostics": {
        "tau": 0.6038389801979065,
        "grad_tau": 0.046553365886211395,
        "torsion": 0.0,
        "alignment": -3.6487274169921875,
        "S_field": 0.25978711247444153,
        "Gamma_field": 0.4913179278373718,
        "S_over_Gamma": 0.5287556052207947,
        "Da": 29.440105438232422,
        "E_coh": 0.5805711150169373,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.29,
              35.32
            ],
            [
              -109.26,
              35.32
            ],
            [
              -109.23,
              35.29
            ],
            [
              -109.23,
              35.25
            ],
            [
              -109.24,
              35.24
            ],
            [
              -109.24,
              35.22
            ],
            [
              -109.28,
              35.22
            ],
            [
              -109.31,
              35.25
            ],
            [
              -109.32,
              35.29
            ],
            [
              -109.29,
              35.32
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.06,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f822e8c21c45c3d510e0f0d5993bba5baba38b5ee9be97902da5f40fc9c153d7"
      },
      "receipt_sha256": "f822e8c21c45c3d510e0f0d5993bba5baba38b5ee9be97902da5f40fc9c153d7"
    },
    {
      "storm_id": "3489",
      "lat": 35.306,
      "lon": -79.7727,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2586.0,
      "ebshear": 16.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.59,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2631
        },
        {
          "name": "alignment",
          "value": 0.1022
        },
        {
          "name": "tau",
          "value": 3.0967
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 3.0966854095458984,
      "coherence_diagnostics": {
        "tau": 3.0966854095458984,
        "grad_tau": 0.13144837319850922,
        "torsion": 0.0,
        "alignment": 0.10219939053058624,
        "S_field": 0.9744480848312378,
        "Gamma_field": 0.3038179576396942,
        "S_over_Gamma": 3.2073419094085693,
        "Da": 19.483795166015625,
        "E_coh": 0.9768944382667542,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.81,
              35.35
            ],
            [
              -79.8,
              35.34
            ],
            [
              -79.76,
              35.34
            ],
            [
              -79.75,
              35.35
            ],
            [
              -79.75,
              35.34
            ],
            [
              -79.73,
              35.32
            ],
            [
              -79.73,
              35.29
            ],
            [
              -79.74,
              35.28
            ],
            [
              -79.74,
              35.25
            ],
            [
              -79.75,
              35.23
            ],
            [
              -79.78,
              35.23
            ],
            [
              -79.81,
              35.27
            ],
            [
              -79.81,
              35.32
            ],
            [
              -79.82,
              35.33
            ],
            [
              -79.81,
              35.35
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.06,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f822e8c21c45c3d510e0f0d5993bba5baba38b5ee9be97902da5f40fc9c153d7"
      },
      "receipt_sha256": "f822e8c21c45c3d510e0f0d5993bba5baba38b5ee9be97902da5f40fc9c153d7"
    },
    {
      "storm_id": "2752",
      "lat": 28.277,
      "lon": -102.518,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2419.0,
      "ebshear": 23.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7631
        },
        {
          "name": "alignment",
          "value": -0.8152
        },
        {
          "name": "tau",
          "value": 1.0577
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 1.0577116012573242,
      "coherence_diagnostics": {
        "tau": 1.0577116012573242,
        "grad_tau": 0.08651665598154068,
        "torsion": 0.0,
        "alignment": -0.8151851296424866,
        "S_field": 0.4124833643436432,
        "Gamma_field": 0.4004846513271332,
        "S_over_Gamma": 1.0299605131149292,
        "Da": 24.17367935180664,
        "E_coh": 0.967336118221283,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.54,
              28.31
            ],
            [
              -102.5,
              28.31
            ],
            [
              -102.49,
              28.3
            ],
            [
              -102.47,
              28.26
            ],
            [
              -102.48,
              28.24
            ],
            [
              -102.53,
              28.24
            ],
            [
              -102.54,
              28.25
            ],
            [
              -102.54,
              28.27
            ],
            [
              -102.55,
              28.28
            ],
            [
              -102.54,
              28.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0598,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12b68d54d4a8a66ddb247636d3009355b336d29ffae081cc15c4dfbc9a57112b"
      },
      "receipt_sha256": "12b68d54d4a8a66ddb247636d3009355b336d29ffae081cc15c4dfbc9a57112b"
    },
    {
      "storm_id": "682",
      "lat": 37.0732,
      "lon": -86.9582,
      "motion_east": 2.3,
      "motion_south": 2.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3732.0,
      "ebshear": 18.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.7631
        },
        {
          "name": "alignment",
          "value": 1.2288
        },
        {
          "name": "tau",
          "value": 4.121
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0597
      },
      "coherence_score": 4.120971202850342,
      "coherence_diagnostics": {
        "tau": 4.120971202850342,
        "grad_tau": 0.2753492295742035,
        "torsion": 0.0,
        "alignment": 1.2287588119506836,
        "S_field": 1.5655338764190674,
        "Gamma_field": 0.20298461616039276,
        "S_over_Gamma": 7.712574005126953,
        "Da": 12.61237907409668,
        "E_coh": 0.9826666116714478,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.97,
              37.17
            ],
            [
              -86.89,
              37.17
            ],
            [
              -86.88,
              37.16
            ],
            [
              -86.82,
              37.16
            ],
            [
              -86.8,
              37.14
            ],
            [
              -86.81,
              37.12
            ],
            [
              -86.81,
              37.09
            ],
            [
              -86.83,
              37.07
            ],
            [
              -86.87,
              37.07
            ],
            [
              -86.88,
              37.06
            ],
            [
              -86.94,
              37.05
            ],
            [
              -86.96,
              37.04
            ],
            [
              -86.98,
              37.02
            ],
            [
              -86.98,
              37.01
            ],
            [
              -87.01,
              37.01
            ],
            [
              -87.02,
              37.0
            ],
            [
              -87.04,
              37.01
            ],
            [
              -87.05,
              37.0
            ],
            [
              -87.08,
              37.0
            ],
            [
              -87.07,
              37.02
            ],
            [
              -87.06,
              37.02
            ],
            [
              -87.04,
              37.04
            ],
            [
              -87.04,
              37.06
            ],
            [
              -87.05,
              37.07
            ],
            [
              -87.02,
              37.07
            ],
            [
              -86.98,
              37.1
            ],
            [
              -86.98,
              37.15
            ],
            [
              -86.97,
              37.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0597,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0597,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3a4e0fbfc5341635b9459f927078960fb4e3c6f530189102cbccaa1fc6b23d5"
      },
      "receipt_sha256": "d3a4e0fbfc5341635b9459f927078960fb4e3c6f530189102cbccaa1fc6b23d5"
    },
    {
      "storm_id": "3366",
      "lat": 37.089,
      "lon": -76.451,
      "motion_east": 7.8,
      "motion_south": 3.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1840.0,
      "ebshear": 43.0,
      "srh01": 24.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1381
        },
        {
          "name": "alignment",
          "value": 0.1079
        },
        {
          "name": "tau",
          "value": 3.2234
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 3.223445177078247,
      "coherence_diagnostics": {
        "tau": 3.223445177078247,
        "grad_tau": 0.30587148666381836,
        "torsion": 0.0,
        "alignment": 0.10791921615600586,
        "S_field": 0.9326314330101013,
        "Gamma_field": 0.3171513080596924,
        "S_over_Gamma": 2.9406514167785645,
        "Da": 20.712013244628906,
        "E_coh": 0.9900060892105103,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.46,
              37.12
            ],
            [
              -76.44,
              37.12
            ],
            [
              -76.41,
              37.1
            ],
            [
              -76.41,
              37.06
            ],
            [
              -76.42,
              37.05
            ],
            [
              -76.46,
              37.04
            ],
            [
              -76.49,
              37.06
            ],
            [
              -76.49,
              37.11
            ],
            [
              -76.47,
              37.11
            ],
            [
              -76.46,
              37.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0596,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "956f3913f0effba5fea6fbd85c4a3c04c32f966967a18ccb6f975a787b351031"
      },
      "receipt_sha256": "956f3913f0effba5fea6fbd85c4a3c04c32f966967a18ccb6f975a787b351031"
    },
    {
      "storm_id": "1880",
      "lat": 28.4371,
      "lon": -102.3514,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2868.0,
      "ebshear": 20.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.6381
        },
        {
          "name": "alignment",
          "value": -0.3306
        },
        {
          "name": "tau",
          "value": 1.1922
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 1.192206621170044,
      "coherence_diagnostics": {
        "tau": 1.192206621170044,
        "grad_tau": 0.15748165547847748,
        "torsion": 0.0,
        "alignment": -0.33056625723838806,
        "S_field": 0.6059139966964722,
        "Gamma_field": 0.4263179898262024,
        "S_over_Gamma": 1.4212723970413208,
        "Da": 26.46307945251465,
        "E_coh": 0.9795801043510437,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.38,
              28.46
            ],
            [
              -102.34,
              28.46
            ],
            [
              -102.33,
              28.45
            ],
            [
              -102.32,
              28.43
            ],
            [
              -102.33,
              28.4
            ],
            [
              -102.38,
              28.4
            ],
            [
              -102.38,
              28.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0593,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05dcf244ea3a1cbeab09eef8aea8d0112c2d74befe6cc3ae4227ca3474270e02"
      },
      "receipt_sha256": "05dcf244ea3a1cbeab09eef8aea8d0112c2d74befe6cc3ae4227ca3474270e02"
    },
    {
      "storm_id": "3654",
      "lat": 28.9589,
      "lon": -84.5889,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1730.0,
      "ebshear": 16.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1381
        },
        {
          "name": "alignment",
          "value": 1.01
        },
        {
          "name": "tau",
          "value": 3.2159
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 3.2159440517425537,
      "coherence_diagnostics": {
        "tau": 3.2159440517425537,
        "grad_tau": 0.2546936273574829,
        "torsion": 0.0,
        "alignment": 1.010008454322815,
        "S_field": 1.4164972305297852,
        "Gamma_field": 0.21048462390899658,
        "S_over_Gamma": 6.729694366455078,
        "Da": 12.80163860321045,
        "E_coh": 0.9505028128623962,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.62,
              29.0
            ],
            [
              -84.56,
              29.0
            ],
            [
              -84.55,
              28.98
            ],
            [
              -84.55,
              28.94
            ],
            [
              -84.58,
              28.91
            ],
            [
              -84.6,
              28.92
            ],
            [
              -84.6,
              28.93
            ],
            [
              -84.62,
              28.95
            ],
            [
              -84.62,
              29.0
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.059,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f722d4125606fb974906594bb9885988752e3f4b026c6627dec574fd8cd49f13"
      },
      "receipt_sha256": "f722d4125606fb974906594bb9885988752e3f4b026c6627dec574fd8cd49f13"
    },
    {
      "storm_id": "2919",
      "lat": 34.8991,
      "lon": -80.2141,
      "motion_east": 4.6,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2347.0,
      "ebshear": 13.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.57,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7631
        },
        {
          "name": "alignment",
          "value": 1.6014
        },
        {
          "name": "tau",
          "value": 3.1008
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 3.100780725479126,
      "coherence_diagnostics": {
        "tau": 3.100780725479126,
        "grad_tau": 0.09474390000104904,
        "torsion": 0.0,
        "alignment": 1.601381778717041,
        "S_field": 0.909805417060852,
        "Gamma_field": 0.3171513080596924,
        "S_over_Gamma": 2.8686792850494385,
        "Da": 19.867101669311523,
        "E_coh": 0.981048583984375,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.23,
              34.95
            ],
            [
              -80.17,
              34.95
            ],
            [
              -80.16,
              34.94
            ],
            [
              -80.12,
              34.94
            ],
            [
              -80.1,
              34.95
            ],
            [
              -80.07,
              34.93
            ],
            [
              -80.07,
              34.89
            ],
            [
              -80.1,
              34.87
            ],
            [
              -80.13,
              34.87
            ],
            [
              -80.14,
              34.86
            ],
            [
              -80.21,
              34.86
            ],
            [
              -80.24,
              34.84
            ],
            [
              -80.27,
              34.84
            ],
            [
              -80.29,
              34.82
            ],
            [
              -80.33,
              34.83
            ],
            [
              -80.35,
              34.85
            ],
            [
              -80.35,
              34.9
            ],
            [
              -80.32,
              34.93
            ],
            [
              -80.3,
              34.93
            ],
            [
              -80.29,
              34.94
            ],
            [
              -80.24,
              34.94
            ],
            [
              -80.23,
              34.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0589,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e874a5ba9e6ab84e7763555967dd18745e2515d69ecd311a6b2413adee2db74c"
      },
      "receipt_sha256": "e874a5ba9e6ab84e7763555967dd18745e2515d69ecd311a6b2413adee2db74c"
    },
    {
      "storm_id": "3315",
      "lat": 32.8371,
      "lon": -85.0725,
      "motion_east": 1.0,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2235.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8881
        },
        {
          "name": "alignment",
          "value": -2.3269
        },
        {
          "name": "tau",
          "value": 2.8586
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0588
      },
      "coherence_score": 2.8585855960845947,
      "coherence_diagnostics": {
        "tau": 2.8585855960845947,
        "grad_tau": 0.10505790263414383,
        "torsion": 0.0,
        "alignment": -2.3269221782684326,
        "S_field": 0.5467067956924438,
        "Gamma_field": 0.371317982673645,
        "S_over_Gamma": 1.4723412990570068,
        "Da": 24.045076370239258,
        "E_coh": 0.9220835566520691,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.17,
              32.98
            ],
            [
              -85.13,
              32.96
            ],
            [
              -85.08,
              32.9
            ],
            [
              -85.05,
              32.89
            ],
            [
              -85.07,
              32.85
            ],
            [
              -85.06,
              32.83
            ],
            [
              -85.05,
              32.82
            ],
            [
              -85.02,
              32.82
            ],
            [
              -85.0,
              32.81
            ],
            [
              -84.97,
              32.78
            ],
            [
              -84.97,
              32.74
            ],
            [
              -84.99,
              32.7
            ],
            [
              -85.03,
              32.7
            ],
            [
              -85.08,
              32.74
            ],
            [
              -85.08,
              32.76
            ],
            [
              -85.06,
              32.79
            ],
            [
              -85.06,
              32.81
            ],
            [
              -85.07,
              32.83
            ],
            [
              -85.08,
              32.84
            ],
            [
              -85.1,
              32.84
            ],
            [
              -85.11,
              32.86
            ],
            [
              -85.16,
              32.91
            ],
            [
              -85.18,
              32.95
            ],
            [
              -85.17,
              32.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0588,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "244bf299b36abe033d5ed6b7ab1114902808a3d6f78370de26e7318c132f5c86",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0588,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5a36392aad01326d4d90f8f288ea048d1e15eca5696b2ecd340df9457355185f"
      },
      "receipt_sha256": "5a36392aad01326d4d90f8f288ea048d1e15eca5696b2ecd340df9457355185f"
    },
    {
      "storm_id": "3208",
      "lat": 33.2091,
      "lon": -97.5,
      "motion_east": 0.9,
      "motion_south": 1.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2327.0,
      "ebshear": 13.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3881
        },
        {
          "name": "alignment",
          "value": 2.6497
        },
        {
          "name": "tau",
          "value": 2.1857
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 2.1856865882873535,
      "coherence_diagnostics": {
        "tau": 2.1856865882873535,
        "grad_tau": 0.4022560715675354,
        "torsion": 0.0,
        "alignment": 2.6497130393981934,
        "S_field": 1.0811896324157715,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 3.2797977924346924,
        "Da": 19.61779022216797,
        "E_coh": 0.9915540814399719,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.5,
              33.24
            ],
            [
              -97.45,
              33.24
            ],
            [
              -97.44,
              33.2
            ],
            [
              -97.43,
              33.19
            ],
            [
              -97.47,
              33.16
            ],
            [
              -97.55,
              33.16
            ],
            [
              -97.55,
              33.2
            ],
            [
              -97.56,
              33.21
            ],
            [
              -97.54,
              33.23
            ],
            [
              -97.51,
              33.23
            ],
            [
              -97.5,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0585,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f26082f0cd26021f5bc6641539052b84fbba3be587907bbd80444f16c79f1182"
      },
      "receipt_sha256": "f26082f0cd26021f5bc6641539052b84fbba3be587907bbd80444f16c79f1182"
    },
    {
      "storm_id": "2388",
      "lat": 38.3137,
      "lon": -92.3312,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3224.0,
      "ebshear": 9.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": 0.3559
        },
        {
          "name": "tau",
          "value": 3.1629
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0581
      },
      "coherence_score": 3.1628570556640625,
      "coherence_diagnostics": {
        "tau": 3.1628570556640625,
        "grad_tau": 0.1684226542711258,
        "torsion": 0.0,
        "alignment": 0.35592132806777954,
        "S_field": 1.1340446472167969,
        "Gamma_field": 0.2946512997150421,
        "S_over_Gamma": 3.848768472671509,
        "Da": 18.117767333984375,
        "E_coh": 0.9928690791130066,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.35,
              38.35
            ],
            [
              -92.32,
              38.35
            ],
            [
              -92.3,
              38.33
            ],
            [
              -92.3,
              38.29
            ],
            [
              -92.32,
              38.29
            ],
            [
              -92.35,
              38.27
            ],
            [
              -92.36,
              38.28
            ],
            [
              -92.35,
              38.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0581,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0581,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d68d27cc4bb6eb20ee7022f0ef0ce2e8e6e904fd0d6ac58f4f6fdbd4685c94b"
      },
      "receipt_sha256": "2d68d27cc4bb6eb20ee7022f0ef0ce2e8e6e904fd0d6ac58f4f6fdbd4685c94b"
    },
    {
      "storm_id": "3196",
      "lat": 37.4038,
      "lon": -77.2462,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2765.0,
      "ebshear": 38.0,
      "srh01": 36.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7631
        },
        {
          "name": "alignment",
          "value": 3.8065
        },
        {
          "name": "tau",
          "value": 2.7528
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0581
      },
      "coherence_score": 2.7528209686279297,
      "coherence_diagnostics": {
        "tau": 2.7528209686279297,
        "grad_tau": 0.49971944093704224,
        "torsion": 0.0,
        "alignment": 3.8064584732055664,
        "S_field": 0.7838455438613892,
        "Gamma_field": 0.21465128660202026,
        "S_over_Gamma": 3.6517159938812256,
        "Da": 13.035934448242188,
        "E_coh": 0.8850073218345642,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.24,
              37.44
            ],
            [
              -77.21,
              37.44
            ],
            [
              -77.21,
              37.42
            ],
            [
              -77.2,
              37.41
            ],
            [
              -77.2,
              37.37
            ],
            [
              -77.21,
              37.36
            ],
            [
              -77.29,
              37.36
            ],
            [
              -77.3,
              37.37
            ],
            [
              -77.28,
              37.39
            ],
            [
              -77.29,
              37.41
            ],
            [
              -77.28,
              37.42
            ],
            [
              -77.25,
              37.42
            ],
            [
              -77.24,
              37.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0581,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0581,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d68d27cc4bb6eb20ee7022f0ef0ce2e8e6e904fd0d6ac58f4f6fdbd4685c94b"
      },
      "receipt_sha256": "2d68d27cc4bb6eb20ee7022f0ef0ce2e8e6e904fd0d6ac58f4f6fdbd4685c94b"
    },
    {
      "storm_id": "3615",
      "lat": 38.23,
      "lon": -92.3971,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3000.0,
      "ebshear": 9.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": 0.3559
        },
        {
          "name": "tau",
          "value": 3.1629
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0581
      },
      "coherence_score": 3.1628570556640625,
      "coherence_diagnostics": {
        "tau": 3.1628570556640625,
        "grad_tau": 0.1684226542711258,
        "torsion": 0.0,
        "alignment": 0.35592132806777954,
        "S_field": 1.1340446472167969,
        "Gamma_field": 0.2946512997150421,
        "S_over_Gamma": 3.848768472671509,
        "Da": 18.117767333984375,
        "E_coh": 0.9928690791130066,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.42,
              38.26
            ],
            [
              -92.36,
              38.25
            ],
            [
              -92.36,
              38.21
            ],
            [
              -92.38,
              38.2
            ],
            [
              -92.41,
              38.2
            ],
            [
              -92.43,
              38.23
            ],
            [
              -92.42,
              38.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0581,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0581,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d68d27cc4bb6eb20ee7022f0ef0ce2e8e6e904fd0d6ac58f4f6fdbd4685c94b"
      },
      "receipt_sha256": "2d68d27cc4bb6eb20ee7022f0ef0ce2e8e6e904fd0d6ac58f4f6fdbd4685c94b"
    },
    {
      "storm_id": "3435",
      "lat": 27.595,
      "lon": -80.78,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3909.0,
      "ebshear": 22.0,
      "srh01": 28.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2631
        },
        {
          "name": "alignment",
          "value": -0.9563
        },
        {
          "name": "tau",
          "value": 2.7074
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 2.7074289321899414,
      "coherence_diagnostics": {
        "tau": 2.7074289321899414,
        "grad_tau": 0.3044961988925934,
        "torsion": 0.0,
        "alignment": -0.956251859664917,
        "S_field": 0.5583383440971375,
        "Gamma_field": 0.2271512895822525,
        "S_over_Gamma": 2.4580020904541016,
        "Da": 13.60214614868164,
        "E_coh": 0.8656592965126038,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.79,
              27.63
            ],
            [
              -80.76,
              27.63
            ],
            [
              -80.75,
              27.61
            ],
            [
              -80.75,
              27.59
            ],
            [
              -80.74,
              27.58
            ],
            [
              -80.76,
              27.55
            ],
            [
              -80.8,
              27.55
            ],
            [
              -80.83,
              27.57
            ],
            [
              -80.83,
              27.61
            ],
            [
              -80.79,
              27.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0571,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0571,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "667aecfa39b7abd7635a6b5331d3e9a33145cfda80abb1379f91d6ef8ddb845c"
      },
      "receipt_sha256": "667aecfa39b7abd7635a6b5331d3e9a33145cfda80abb1379f91d6ef8ddb845c"
    },
    {
      "storm_id": "2339",
      "lat": 32.1847,
      "lon": -85.6193,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2085.0,
      "ebshear": 8.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.7631
        },
        {
          "name": "alignment",
          "value": -1.6375
        },
        {
          "name": "tau",
          "value": 2.8279
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 2.8278892040252686,
      "coherence_diagnostics": {
        "tau": 2.8278892040252686,
        "grad_tau": 0.11291251331567764,
        "torsion": 0.0,
        "alignment": -1.6374576091766357,
        "S_field": 0.2703545093536377,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 0.710552990436554,
        "Da": 23.717283248901367,
        "E_coh": 0.9830847382545471,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.6,
              32.23
            ],
            [
              -85.57,
              32.23
            ],
            [
              -85.55,
              32.21
            ],
            [
              -85.54,
              32.15
            ],
            [
              -85.56,
              32.14
            ],
            [
              -85.59,
              32.14
            ],
            [
              -85.6,
              32.15
            ],
            [
              -85.66,
              32.15
            ],
            [
              -85.67,
              32.16
            ],
            [
              -85.69,
              32.16
            ],
            [
              -85.69,
              32.2
            ],
            [
              -85.67,
              32.2
            ],
            [
              -85.66,
              32.21
            ],
            [
              -85.64,
              32.21
            ],
            [
              -85.6,
              32.23
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.057,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36db1671c04ecd35e740d145318f3cbb984f6742f338bb36bd5a22542f7d0e2d"
      },
      "receipt_sha256": "36db1671c04ecd35e740d145318f3cbb984f6742f338bb36bd5a22542f7d0e2d"
    },
    {
      "storm_id": "3569",
      "lat": 47.0254,
      "lon": -101.7315,
      "motion_east": 8.3,
      "motion_south": 3.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1566.0,
      "ebshear": 29.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.5131
        },
        {
          "name": "alignment",
          "value": 0.0647
        },
        {
          "name": "tau",
          "value": 0.4194
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 0.4193655848503113,
      "coherence_diagnostics": {
        "tau": 0.4193655848503113,
        "grad_tau": 0.03633582592010498,
        "torsion": 0.0,
        "alignment": 0.06467124819755554,
        "S_field": 0.18968401849269867,
        "Gamma_field": 0.4446513056755066,
        "S_over_Gamma": 0.4265905022621155,
        "Da": 24.118051528930664,
        "E_coh": 0.3783726394176483,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.8,
              47.08
            ],
            [
              -101.71,
              47.08
            ],
            [
              -101.7,
              47.07
            ],
            [
              -101.66,
              47.06
            ],
            [
              -101.65,
              47.04
            ],
            [
              -101.65,
              47.0
            ],
            [
              -101.67,
              46.98
            ],
            [
              -101.71,
              46.97
            ],
            [
              -101.72,
              46.96
            ],
            [
              -101.8,
              46.96
            ],
            [
              -101.82,
              46.98
            ],
            [
              -101.82,
              47.07
            ],
            [
              -101.8,
              47.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0568,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0568,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1a98509ac4b6fa1c7e157ade6e1ae4e1fb63886a9b0adb8ae9f4f9a0b47dad2"
      },
      "receipt_sha256": "b1a98509ac4b6fa1c7e157ade6e1ae4e1fb63886a9b0adb8ae9f4f9a0b47dad2"
    },
    {
      "storm_id": "2937",
      "lat": 48.55,
      "lon": -89.976,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1193.0,
      "ebshear": 33.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.1381
        },
        {
          "name": "alignment",
          "value": -0.6244
        },
        {
          "name": "tau",
          "value": 0.8015
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 0.8014726638793945,
      "coherence_diagnostics": {
        "tau": 0.8014726638793945,
        "grad_tau": 0.6156857013702393,
        "torsion": 0.0,
        "alignment": -0.6243572235107422,
        "S_field": 0.794815719127655,
        "Gamma_field": 0.3563179671764374,
        "S_over_Gamma": 2.2306361198425293,
        "Da": 21.29131507873535,
        "E_coh": 0.8573117852210999,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.0,
              48.58
            ],
            [
              -89.97,
              48.58
            ],
            [
              -89.95,
              48.57
            ],
            [
              -89.94,
              48.56
            ],
            [
              -89.93,
              48.52
            ],
            [
              -89.96,
              48.5
            ],
            [
              -89.99,
              48.51
            ],
            [
              -90.01,
              48.53
            ],
            [
              -90.01,
              48.57
            ],
            [
              -90.0,
              48.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0566,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d0e0b954bfdbc5c665baa62c363da55075a1456f5c28dc9b8ecae4d551039d1"
      },
      "receipt_sha256": "8d0e0b954bfdbc5c665baa62c363da55075a1456f5c28dc9b8ecae4d551039d1"
    },
    {
      "storm_id": "2944",
      "lat": 38.604,
      "lon": -90.843,
      "motion_east": 2.1,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3839.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.008,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.2631
        },
        {
          "name": "alignment",
          "value": -1.3876
        },
        {
          "name": "tau",
          "value": 3.5048
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 3.5048389434814453,
      "coherence_diagnostics": {
        "tau": 3.5048389434814453,
        "grad_tau": 0.2461685836315155,
        "torsion": 0.0,
        "alignment": -1.3875595331192017,
        "S_field": 1.742668867111206,
        "Gamma_field": 0.21881796419620514,
        "S_over_Gamma": 7.9640116691589355,
        "Da": 13.513021469116211,
        "E_coh": 0.9926150441169739,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.86,
              38.65
            ],
            [
              -90.82,
              38.63
            ],
            [
              -90.82,
              38.61
            ],
            [
              -90.8,
              38.59
            ],
            [
              -90.8,
              38.57
            ],
            [
              -90.84,
              38.57
            ],
            [
              -90.85,
              38.56
            ],
            [
              -90.89,
              38.58
            ],
            [
              -90.89,
              38.63
            ],
            [
              -90.86,
              38.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0566,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d0e0b954bfdbc5c665baa62c363da55075a1456f5c28dc9b8ecae4d551039d1"
      },
      "receipt_sha256": "8d0e0b954bfdbc5c665baa62c363da55075a1456f5c28dc9b8ecae4d551039d1"
    },
    {
      "storm_id": "3410",
      "lat": 37.9937,
      "lon": -92.8063,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2358.0,
      "ebshear": 8.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": 0.3559
        },
        {
          "name": "tau",
          "value": 3.1629
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 3.1628570556640625,
      "coherence_diagnostics": {
        "tau": 3.1628570556640625,
        "grad_tau": 0.1684226542711258,
        "torsion": 0.0,
        "alignment": 0.35592132806777954,
        "S_field": 1.1340446472167969,
        "Gamma_field": 0.2946512997150421,
        "S_over_Gamma": 3.848768472671509,
        "Da": 18.117767333984375,
        "E_coh": 0.9928690791130066,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.84,
              38.02
            ],
            [
              -92.8,
              38.02
            ],
            [
              -92.78,
              38.01
            ],
            [
              -92.78,
              37.98
            ],
            [
              -92.77,
              37.96
            ],
            [
              -92.82,
              37.96
            ],
            [
              -92.82,
              37.98
            ],
            [
              -92.84,
              38.02
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.056,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75bdfabf13d3e32731badcd69b46a6d477a5616fabcc88772e68c44db131ac1c"
      },
      "receipt_sha256": "75bdfabf13d3e32731badcd69b46a6d477a5616fabcc88772e68c44db131ac1c"
    },
    {
      "storm_id": "3481",
      "lat": 38.0562,
      "lon": -92.65,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2670.0,
      "ebshear": 8.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": 0.3559
        },
        {
          "name": "tau",
          "value": 3.1629
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 3.1628570556640625,
      "coherence_diagnostics": {
        "tau": 3.1628570556640625,
        "grad_tau": 0.1684226542711258,
        "torsion": 0.0,
        "alignment": 0.35592132806777954,
        "S_field": 1.1340446472167969,
        "Gamma_field": 0.2946512997150421,
        "S_over_Gamma": 3.848768472671509,
        "Da": 18.117767333984375,
        "E_coh": 0.9928690791130066,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.66,
              38.1
            ],
            [
              -92.62,
              38.07
            ],
            [
              -92.62,
              38.03
            ],
            [
              -92.63,
              38.02
            ],
            [
              -92.66,
              38.02
            ],
            [
              -92.67,
              38.03
            ],
            [
              -92.68,
              38.08
            ],
            [
              -92.66,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.056,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75bdfabf13d3e32731badcd69b46a6d477a5616fabcc88772e68c44db131ac1c"
      },
      "receipt_sha256": "75bdfabf13d3e32731badcd69b46a6d477a5616fabcc88772e68c44db131ac1c"
    },
    {
      "storm_id": "3460",
      "lat": 32.3071,
      "lon": -85.46,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1792.0,
      "ebshear": 9.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8881
        },
        {
          "name": "alignment",
          "value": -2.3269
        },
        {
          "name": "tau",
          "value": 2.8586
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 2.8585855960845947,
      "coherence_diagnostics": {
        "tau": 2.8585855960845947,
        "grad_tau": 0.10505790263414383,
        "torsion": 0.0,
        "alignment": -2.3269221782684326,
        "S_field": 0.5467067956924438,
        "Gamma_field": 0.371317982673645,
        "S_over_Gamma": 1.4723412990570068,
        "Da": 24.045076370239258,
        "E_coh": 0.9220835566520691,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.45,
              32.34
            ],
            [
              -85.43,
              32.33
            ],
            [
              -85.43,
              32.27
            ],
            [
              -85.47,
              32.27
            ],
            [
              -85.5,
              32.29
            ],
            [
              -85.49,
              32.31
            ],
            [
              -85.45,
              32.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0559,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8787ab22d6a26c7df2add886c9f4550d5f1690645a7dffacfd854ae2306fe4a"
      },
      "receipt_sha256": "f8787ab22d6a26c7df2add886c9f4550d5f1690645a7dffacfd854ae2306fe4a"
    },
    {
      "storm_id": "3523",
      "lat": 31.445,
      "lon": -86.487,
      "motion_east": -3.0,
      "motion_south": 4.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1620.0,
      "ebshear": 11.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -1.3033
        },
        {
          "name": "tau",
          "value": 3.1627
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 3.162660598754883,
      "coherence_diagnostics": {
        "tau": 3.162660598754883,
        "grad_tau": 0.0423872284591198,
        "torsion": 0.0,
        "alignment": -1.3033126592636108,
        "S_field": 1.570225715637207,
        "Gamma_field": 0.30048462748527527,
        "S_over_Gamma": 5.225644111633301,
        "Da": 19.612842559814453,
        "E_coh": 0.9869683980941772,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.48,
              31.48
            ],
            [
              -86.43,
              31.42
            ],
            [
              -86.45,
              31.43
            ],
            [
              -86.46,
              31.42
            ],
            [
              -86.49,
              31.42
            ],
            [
              -86.5,
              31.43
            ],
            [
              -86.55,
              31.43
            ],
            [
              -86.54,
              31.47
            ],
            [
              -86.49,
              31.47
            ],
            [
              -86.48,
              31.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0556,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c1b8d7304a67d5cba144c129290fda54bd31d4ed21deb8609830697a6c0a87c"
      },
      "receipt_sha256": "7c1b8d7304a67d5cba144c129290fda54bd31d4ed21deb8609830697a6c0a87c"
    },
    {
      "storm_id": "3572",
      "lat": 38.6615,
      "lon": -90.3531,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3622.0,
      "ebshear": 18.0,
      "srh01": 18.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.2631
        },
        {
          "name": "alignment",
          "value": -1.3876
        },
        {
          "name": "tau",
          "value": 3.5048
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 3.5048389434814453,
      "coherence_diagnostics": {
        "tau": 3.5048389434814453,
        "grad_tau": 0.2461685836315155,
        "torsion": 0.0,
        "alignment": -1.3875595331192017,
        "S_field": 1.742668867111206,
        "Gamma_field": 0.21881796419620514,
        "S_over_Gamma": 7.9640116691589355,
        "Da": 13.513021469116211,
        "E_coh": 0.9926150441169739,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.41,
              38.71
            ],
            [
              -90.35,
              38.71
            ],
            [
              -90.33,
              38.7
            ],
            [
              -90.32,
              38.69
            ],
            [
              -90.32,
              38.67
            ],
            [
              -90.33,
              38.66
            ],
            [
              -90.32,
              38.65
            ],
            [
              -90.32,
              38.62
            ],
            [
              -90.34,
              38.62
            ],
            [
              -90.35,
              38.61
            ],
            [
              -90.39,
              38.62
            ],
            [
              -90.4,
              38.63
            ],
            [
              -90.41,
              38.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0553,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d25597b452e950f683889491792242faef57f7f4853f5311de56257ac6a376f"
      },
      "receipt_sha256": "3d25597b452e950f683889491792242faef57f7f4853f5311de56257ac6a376f"
    },
    {
      "storm_id": "3516",
      "lat": 32.3892,
      "lon": -85.2369,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1570.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8881
        },
        {
          "name": "alignment",
          "value": -2.3269
        },
        {
          "name": "tau",
          "value": 2.8586
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 2.8585855960845947,
      "coherence_diagnostics": {
        "tau": 2.8585855960845947,
        "grad_tau": 0.10505790263414383,
        "torsion": 0.0,
        "alignment": -2.3269221782684326,
        "S_field": 0.5467067956924438,
        "Gamma_field": 0.371317982673645,
        "S_over_Gamma": 1.4723412990570068,
        "Da": 24.045076370239258,
        "E_coh": 0.9220835566520691,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.25,
              32.44
            ],
            [
              -85.2,
              32.44
            ],
            [
              -85.2,
              32.36
            ],
            [
              -85.21,
              32.36
            ],
            [
              -85.22,
              32.34
            ],
            [
              -85.25,
              32.34
            ],
            [
              -85.24,
              32.35
            ],
            [
              -85.25,
              32.36
            ],
            [
              -85.25,
              32.39
            ],
            [
              -85.26,
              32.4
            ],
            [
              -85.26,
              32.41
            ],
            [
              -85.24,
              32.43
            ],
            [
              -85.25,
              32.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0552,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1749cb6566af020bbd864f906e5eebd6cd0c36c226042440b3ce0a9dd527c361"
      },
      "receipt_sha256": "1749cb6566af020bbd864f906e5eebd6cd0c36c226042440b3ce0a9dd527c361"
    },
    {
      "storm_id": "3644",
      "lat": 30.876,
      "lon": -109.358,
      "motion_east": 0.4,
      "motion_south": 2.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1113.0,
      "ebshear": 8.0,
      "srh01": 12.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7631
        },
        {
          "name": "alignment",
          "value": 0.8073
        },
        {
          "name": "tau",
          "value": 0.5344
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 0.5344066619873047,
      "coherence_diagnostics": {
        "tau": 0.5344066619873047,
        "grad_tau": 0.20902219414710999,
        "torsion": 0.0,
        "alignment": 0.8073155879974365,
        "S_field": 0.05906990170478821,
        "Gamma_field": 0.5538179874420166,
        "S_over_Gamma": 0.1066594123840332,
        "Da": 34.162513732910156,
        "E_coh": 0.5990824103355408,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.37,
              30.91
            ],
            [
              -109.36,
              30.91
            ],
            [
              -109.32,
              30.87
            ],
            [
              -109.32,
              30.85
            ],
            [
              -109.33,
              30.84
            ],
            [
              -109.37,
              30.84
            ],
            [
              -109.39,
              30.86
            ],
            [
              -109.39,
              30.87
            ],
            [
              -109.36,
              30.9
            ],
            [
              -109.37,
              30.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0552,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1749cb6566af020bbd864f906e5eebd6cd0c36c226042440b3ce0a9dd527c361"
      },
      "receipt_sha256": "1749cb6566af020bbd864f906e5eebd6cd0c36c226042440b3ce0a9dd527c361"
    },
    {
      "storm_id": "3292",
      "lat": 46.6967,
      "lon": -102.1094,
      "motion_east": 7.8,
      "motion_south": 2.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1763.0,
      "ebshear": 28.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.5131
        },
        {
          "name": "alignment",
          "value": 0.0647
        },
        {
          "name": "tau",
          "value": 0.4194
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.055
      },
      "coherence_score": 0.4193655848503113,
      "coherence_diagnostics": {
        "tau": 0.4193655848503113,
        "grad_tau": 0.03633582592010498,
        "torsion": 0.0,
        "alignment": 0.06467124819755554,
        "S_field": 0.18968401849269867,
        "Gamma_field": 0.4446513056755066,
        "S_over_Gamma": 0.4265905022621155,
        "Da": 24.118051528930664,
        "E_coh": 0.3783726394176483,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.11,
              46.79
            ],
            [
              -102.05,
              46.78
            ],
            [
              -102.01,
              46.71
            ],
            [
              -102.01,
              46.67
            ],
            [
              -102.02,
              46.66
            ],
            [
              -102.03,
              46.62
            ],
            [
              -102.05,
              46.62
            ],
            [
              -102.06,
              46.61
            ],
            [
              -102.16,
              46.61
            ],
            [
              -102.17,
              46.62
            ],
            [
              -102.17,
              46.65
            ],
            [
              -102.16,
              46.67
            ],
            [
              -102.18,
              46.69
            ],
            [
              -102.18,
              46.75
            ],
            [
              -102.19,
              46.76
            ],
            [
              -102.18,
              46.77
            ],
            [
              -102.13,
              46.77
            ],
            [
              -102.11,
              46.79
            ]
          ]
        ]
      },
      "raw_probability": 0.055,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2efca9e75e788f5c0b401e4faa886d9abe458831f22166e21d773c85ece94d4b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.055,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "99fefaf60012491b54a744cc34be49c9ed0ca264bfa2245ec767dd89023a8e35"
      },
      "receipt_sha256": "99fefaf60012491b54a744cc34be49c9ed0ca264bfa2245ec767dd89023a8e35"
    },
    {
      "storm_id": "3202",
      "lat": 35.5171,
      "lon": -74.9957,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4401.0,
      "ebshear": 32.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2631
        },
        {
          "name": "alignment",
          "value": 3.8142
        },
        {
          "name": "tau",
          "value": 3.7539
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0549
      },
      "coherence_score": 3.753910541534424,
      "coherence_diagnostics": {
        "tau": 3.753910541534424,
        "grad_tau": 0.5214951634407043,
        "torsion": 0.0,
        "alignment": 3.814195156097412,
        "S_field": 0.6948835253715515,
        "Gamma_field": 0.42298465967178345,
        "S_over_Gamma": 1.6428102254867554,
        "Da": 24.290111541748047,
        "E_coh": 0.9098173975944519,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.01,
              35.54
            ],
            [
              -74.95,
              35.54
            ],
            [
              -74.95,
              35.48
            ],
            [
              -75.01,
              35.49
            ],
            [
              -75.02,
              35.5
            ],
            [
              -75.02,
              35.53
            ],
            [
              -75.01,
              35.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0549,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0549,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb578580cf64b6fed01ae07ae435cb0efdb2e6d8196fcd22cb331b8254fcc1b9"
      },
      "receipt_sha256": "fb578580cf64b6fed01ae07ae435cb0efdb2e6d8196fcd22cb331b8254fcc1b9"
    },
    {
      "storm_id": "3641",
      "lat": 30.96,
      "lon": -109.515,
      "motion_east": 0.0,
      "motion_south": 4.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1075.0,
      "ebshear": 7.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7631
        },
        {
          "name": "alignment",
          "value": 0.8073
        },
        {
          "name": "tau",
          "value": 0.5344
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 0.5344066619873047,
      "coherence_diagnostics": {
        "tau": 0.5344066619873047,
        "grad_tau": 0.20902219414710999,
        "torsion": 0.0,
        "alignment": 0.8073155879974365,
        "S_field": 0.05906990170478821,
        "Gamma_field": 0.5538179874420166,
        "S_over_Gamma": 0.1066594123840332,
        "Da": 34.162513732910156,
        "E_coh": 0.5990824103355408,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.53,
              30.99
            ],
            [
              -109.48,
              30.98
            ],
            [
              -109.48,
              30.94
            ],
            [
              -109.49,
              30.93
            ],
            [
              -109.51,
              30.93
            ],
            [
              -109.55,
              30.95
            ],
            [
              -109.55,
              30.97
            ],
            [
              -109.53,
              30.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0548,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6f2841ced6f7bbfaeb055bcb3b97ce053dc3f75f1eb85473c19d58006e789e5"
      },
      "receipt_sha256": "f6f2841ced6f7bbfaeb055bcb3b97ce053dc3f75f1eb85473c19d58006e789e5"
    },
    {
      "storm_id": "3468",
      "lat": 27.4769,
      "lon": -78.5562,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3155.0,
      "ebshear": 10.0,
      "srh01": 30.0,
      "maxllaz": 0.0,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.8881
        },
        {
          "name": "alignment",
          "value": 2.4072
        },
        {
          "name": "tau",
          "value": 2.9849
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 2.9849421977996826,
      "coherence_diagnostics": {
        "tau": 2.9849421977996826,
        "grad_tau": 0.4586952030658722,
        "torsion": 0.0,
        "alignment": 2.407168388366699,
        "S_field": 0.7617664933204651,
        "Gamma_field": 0.22381795942783356,
        "S_over_Gamma": 3.4035091400146484,
        "Da": 12.959150314331055,
        "E_coh": 0.9047876000404358,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.53,
              27.51
            ],
            [
              -78.53,
              27.5
            ],
            [
              -78.52,
              27.49
            ],
            [
              -78.52,
              27.44
            ],
            [
              -78.53,
              27.44
            ],
            [
              -78.57,
              27.47
            ],
            [
              -78.59,
              27.45
            ],
            [
              -78.6,
              27.45
            ],
            [
              -78.6,
              27.49
            ],
            [
              -78.59,
              27.48
            ],
            [
              -78.57,
              27.48
            ],
            [
              -78.55,
              27.49
            ],
            [
              -78.53,
              27.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0544,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0df0acb13df2c96a6e66dba847cfb3bda26ca187257338cc0edc34503d45e0b"
      },
      "receipt_sha256": "c0df0acb13df2c96a6e66dba847cfb3bda26ca187257338cc0edc34503d45e0b"
    },
    {
      "storm_id": "1668",
      "lat": 28.63,
      "lon": -84.049,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2286.0,
      "ebshear": 14.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 62.3881
        },
        {
          "name": "alignment",
          "value": 1.4042
        },
        {
          "name": "tau",
          "value": 3.3037
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 3.3037149906158447,
      "coherence_diagnostics": {
        "tau": 3.3037149906158447,
        "grad_tau": 0.09585108608007431,
        "torsion": 0.0,
        "alignment": 1.404199242591858,
        "S_field": 1.073266625404358,
        "Gamma_field": 0.23215128481388092,
        "S_over_Gamma": 4.623134613037109,
        "Da": 14.760981559753418,
        "E_coh": 0.9781112670898438,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.04,
              28.66
            ],
            [
              -84.02,
              28.65
            ],
            [
              -84.02,
              28.61
            ],
            [
              -84.01,
              28.6
            ],
            [
              -84.05,
              28.58
            ],
            [
              -84.09,
              28.6
            ],
            [
              -84.09,
              28.64
            ],
            [
              -84.08,
              28.65
            ],
            [
              -84.05,
              28.65
            ],
            [
              -84.04,
              28.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0539,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fff0342b63ba9df7218fa81cef8f38581191159e7519ae7f35c26782a9c0407d"
      },
      "receipt_sha256": "fff0342b63ba9df7218fa81cef8f38581191159e7519ae7f35c26782a9c0407d"
    },
    {
      "storm_id": "3645",
      "lat": 30.789,
      "lon": -86.468,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2331.0,
      "ebshear": 11.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -1.3033
        },
        {
          "name": "tau",
          "value": 3.1627
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0536
      },
      "coherence_score": 3.162660598754883,
      "coherence_diagnostics": {
        "tau": 3.162660598754883,
        "grad_tau": 0.0423872284591198,
        "torsion": 0.0,
        "alignment": -1.3033126592636108,
        "S_field": 1.570225715637207,
        "Gamma_field": 0.30048462748527527,
        "S_over_Gamma": 5.225644111633301,
        "Da": 19.612842559814453,
        "E_coh": 0.9869683980941772,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.47,
              30.82
            ],
            [
              -86.45,
              30.81
            ],
            [
              -86.45,
              30.78
            ],
            [
              -86.44,
              30.77
            ],
            [
              -86.45,
              30.75
            ],
            [
              -86.47,
              30.75
            ],
            [
              -86.5,
              30.77
            ],
            [
              -86.5,
              30.81
            ],
            [
              -86.48,
              30.81
            ],
            [
              -86.47,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0536,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "148588755093e3888efdd08ab1780447d8c7c98839d34d5387ff3e94e8afc66b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0536,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57cb5d2519422f1c09cd2249faa2d14fff5a24073bf68001a87bfe66cca46a3f"
      },
      "receipt_sha256": "57cb5d2519422f1c09cd2249faa2d14fff5a24073bf68001a87bfe66cca46a3f"
    },
    {
      "storm_id": "3642",
      "lat": 30.9013,
      "lon": -86.5913,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2128.0,
      "ebshear": 12.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -1.3033
        },
        {
          "name": "tau",
          "value": 3.1627
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.053
      },
      "coherence_score": 3.162660598754883,
      "coherence_diagnostics": {
        "tau": 3.162660598754883,
        "grad_tau": 0.0423872284591198,
        "torsion": 0.0,
        "alignment": -1.3033126592636108,
        "S_field": 1.570225715637207,
        "Gamma_field": 0.30048462748527527,
        "S_over_Gamma": 5.225644111633301,
        "Da": 19.612842559814453,
        "E_coh": 0.9869683980941772,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.61,
              30.94
            ],
            [
              -86.55,
              30.91
            ],
            [
              -86.55,
              30.88
            ],
            [
              -86.56,
              30.87
            ],
            [
              -86.61,
              30.87
            ],
            [
              -86.62,
              30.88
            ],
            [
              -86.62,
              30.92
            ],
            [
              -86.61,
              30.94
            ]
          ]
        ]
      },
      "raw_probability": 0.053,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "c48334b32d898da5b29e13b38daff6715062495a5dfec3bae88676e8cefc2705",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.053,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4632315b3fdc37078e12ff33b56b3ad07ca922da1d9248360ab6bd7567949c5"
      },
      "receipt_sha256": "a4632315b3fdc37078e12ff33b56b3ad07ca922da1d9248360ab6bd7567949c5"
    },
    {
      "storm_id": "2522",
      "lat": 38.405,
      "lon": -89.08,
      "motion_east": 0.8,
      "motion_south": 1.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3100.0,
      "ebshear": 18.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3881
        },
        {
          "name": "alignment",
          "value": -0.4136
        },
        {
          "name": "tau",
          "value": 3.3154
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 3.315427541732788,
      "coherence_diagnostics": {
        "tau": 3.315427541732788,
        "grad_tau": 0.6142790913581848,
        "torsion": 0.0,
        "alignment": -0.41357001662254333,
        "S_field": 1.4926246404647827,
        "Gamma_field": 0.21965129673480988,
        "S_over_Gamma": 6.795428276062012,
        "Da": 12.926758766174316,
        "E_coh": 0.9700987935066223,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.08,
              38.45
            ],
            [
              -89.04,
              38.42
            ],
            [
              -89.04,
              38.38
            ],
            [
              -89.07,
              38.36
            ],
            [
              -89.09,
              38.36
            ],
            [
              -89.12,
              38.38
            ],
            [
              -89.12,
              38.44
            ],
            [
              -89.08,
              38.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0528,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f80a78642d2aabf40bced54bc9cb1b760b4cb65e098fc72d1a65b98c8983452c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0528,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2a50369cce48a3055c3cd8c155830fec81948bea0964e04cef9afc09168f8b5"
      },
      "receipt_sha256": "d2a50369cce48a3055c3cd8c155830fec81948bea0964e04cef9afc09168f8b5"
    },
    {
      "storm_id": "571",
      "lat": 28.7578,
      "lon": -101.8256,
      "motion_east": 4.0,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3448.0,
      "ebshear": 19.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.78,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6381
        },
        {
          "name": "alignment",
          "value": 0.7748
        },
        {
          "name": "tau",
          "value": 1.1671
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 1.1670925617218018,
      "coherence_diagnostics": {
        "tau": 1.1670925617218018,
        "grad_tau": 0.2137959748506546,
        "torsion": 0.0,
        "alignment": 0.774818480014801,
        "S_field": 0.34517771005630493,
        "Gamma_field": 0.5138179659843445,
        "S_over_Gamma": 0.6717898845672607,
        "Da": 32.82822036743164,
        "E_coh": 0.9233132004737854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.89,
              28.84
            ],
            [
              -101.85,
              28.84
            ],
            [
              -101.81,
              28.82
            ],
            [
              -101.77,
              28.78
            ],
            [
              -101.76,
              28.78
            ],
            [
              -101.73,
              28.75
            ],
            [
              -101.72,
              28.73
            ],
            [
              -101.72,
              28.7
            ],
            [
              -101.73,
              28.69
            ],
            [
              -101.78,
              28.69
            ],
            [
              -101.83,
              28.73
            ],
            [
              -101.85,
              28.72
            ],
            [
              -101.87,
              28.72
            ],
            [
              -101.88,
              28.73
            ],
            [
              -101.92,
              28.73
            ],
            [
              -101.93,
              28.75
            ],
            [
              -101.93,
              28.8
            ],
            [
              -101.89,
              28.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0526,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b0c4cb6aea8ca0d96d361552f2053ae7eb6b48ef09cbde31b5e7847fa47ac7b"
      },
      "receipt_sha256": "1b0c4cb6aea8ca0d96d361552f2053ae7eb6b48ef09cbde31b5e7847fa47ac7b"
    },
    {
      "storm_id": "3237",
      "lat": 33.9664,
      "lon": -84.7321,
      "motion_east": 2.8,
      "motion_south": 0.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2199.0,
      "ebshear": 13.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.48,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7631
        },
        {
          "name": "alignment",
          "value": -1.1903
        },
        {
          "name": "tau",
          "value": 3.5472
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 3.5472288131713867,
      "coherence_diagnostics": {
        "tau": 3.5472288131713867,
        "grad_tau": 0.5374704003334045,
        "torsion": 0.0,
        "alignment": -1.1902951002120972,
        "S_field": 1.478211522102356,
        "Gamma_field": 0.32048463821411133,
        "S_over_Gamma": 4.612425327301025,
        "Da": 20.635324478149414,
        "E_coh": 0.9971190094947815,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.73,
              34.05
            ],
            [
              -84.66,
              34.05
            ],
            [
              -84.63,
              34.02
            ],
            [
              -84.63,
              33.98
            ],
            [
              -84.67,
              33.95
            ],
            [
              -84.7,
              33.95
            ],
            [
              -84.72,
              33.94
            ],
            [
              -84.77,
              33.89
            ],
            [
              -84.8,
              33.89
            ],
            [
              -84.82,
              33.88
            ],
            [
              -84.82,
              33.92
            ],
            [
              -84.79,
              33.95
            ],
            [
              -84.78,
              34.01
            ],
            [
              -84.73,
              34.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0524,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1089975c0fa6d627068b2f8adc6fdc5bca14aa9c3679cc574c186d81e764080"
      },
      "receipt_sha256": "c1089975c0fa6d627068b2f8adc6fdc5bca14aa9c3679cc574c186d81e764080"
    },
    {
      "storm_id": "3529",
      "lat": 30.628,
      "lon": -108.101,
      "motion_east": 0.0,
      "motion_south": 3.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 932.0,
      "ebshear": 10.0,
      "srh01": 32.0,
      "maxllaz": 0.0,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5131
        },
        {
          "name": "alignment",
          "value": 0.1797
        },
        {
          "name": "tau",
          "value": 0.8564
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 0.8564192652702332,
      "coherence_diagnostics": {
        "tau": 0.8564192652702332,
        "grad_tau": 0.20937120914459229,
        "torsion": 0.0,
        "alignment": 0.17974072694778442,
        "S_field": 0.32273733615875244,
        "Gamma_field": 0.4404846429824829,
        "S_over_Gamma": 0.7326869368553162,
        "Da": 27.57615852355957,
        "E_coh": 0.9442859888076782,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.11,
              30.66
            ],
            [
              -108.09,
              30.66
            ],
            [
              -108.07,
              30.64
            ],
            [
              -108.07,
              30.6
            ],
            [
              -108.08,
              30.59
            ],
            [
              -108.11,
              30.59
            ],
            [
              -108.11,
              30.61
            ],
            [
              -108.13,
              30.63
            ],
            [
              -108.13,
              30.64
            ],
            [
              -108.11,
              30.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0519,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0519,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85d28b835bf2c977659bc496f1bbb7fb93aeff7483a807d7504ae4823006503f"
      },
      "receipt_sha256": "85d28b835bf2c977659bc496f1bbb7fb93aeff7483a807d7504ae4823006503f"
    },
    {
      "storm_id": "3551",
      "lat": 35.5809,
      "lon": -112.8136,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1030.0,
      "ebshear": 19.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5131
        },
        {
          "name": "alignment",
          "value": -0.1666
        },
        {
          "name": "tau",
          "value": 0.2896
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0514
      },
      "coherence_score": 0.28956350684165955,
      "coherence_diagnostics": {
        "tau": 0.28956350684165955,
        "grad_tau": 0.023116305470466614,
        "torsion": 0.0,
        "alignment": -0.1666344404220581,
        "S_field": 0.025112254545092583,
        "Gamma_field": 0.45965129137039185,
        "S_over_Gamma": 0.05463327467441559,
        "Da": 27.74016761779785,
        "E_coh": 0.19747763872146606,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.84,
              35.62
            ],
            [
              -112.79,
              35.62
            ],
            [
              -112.78,
              35.61
            ],
            [
              -112.78,
              35.57
            ],
            [
              -112.77,
              35.56
            ],
            [
              -112.79,
              35.53
            ],
            [
              -112.82,
              35.53
            ],
            [
              -112.84,
              35.55
            ],
            [
              -112.85,
              35.57
            ],
            [
              -112.85,
              35.61
            ],
            [
              -112.84,
              35.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0514,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cc6e13c845e893c986b3529be759b4f9f16379878c0bed6eef2a000e9a9b5372",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0514,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42f3213eb90a128fd9239243d27552b389bd3a222fc3db28351e6a1f004088ed"
      },
      "receipt_sha256": "42f3213eb90a128fd9239243d27552b389bd3a222fc3db28351e6a1f004088ed"
    },
    {
      "storm_id": "3335",
      "lat": 36.2723,
      "lon": -85.9008,
      "motion_east": 4.7,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2927.0,
      "ebshear": 17.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2631
        },
        {
          "name": "alignment",
          "value": 1.3665
        },
        {
          "name": "tau",
          "value": 4.3096
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0513
      },
      "coherence_score": 4.309560775756836,
      "coherence_diagnostics": {
        "tau": 4.309560775756836,
        "grad_tau": 0.18417266011238098,
        "torsion": 0.0,
        "alignment": 1.36646568775177,
        "S_field": 1.6014468669891357,
        "Gamma_field": 0.23048461973667145,
        "S_over_Gamma": 6.948172569274902,
        "Da": 15.190495491027832,
        "E_coh": 0.9946117401123047,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.92,
              36.34
            ],
            [
              -85.91,
              36.34
            ],
            [
              -85.9,
              36.32
            ],
            [
              -85.86,
              36.28
            ],
            [
              -85.86,
              36.26
            ],
            [
              -85.87,
              36.25
            ],
            [
              -85.86,
              36.24
            ],
            [
              -85.86,
              36.22
            ],
            [
              -85.88,
              36.2
            ],
            [
              -85.94,
              36.2
            ],
            [
              -85.97,
              36.26
            ],
            [
              -85.96,
              36.29
            ],
            [
              -85.92,
              36.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0513,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0513,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f162e3d2dba6cd8cdefbe133a097aef90abb6cfaf8d00b648874d932678a8a3"
      },
      "receipt_sha256": "2f162e3d2dba6cd8cdefbe133a097aef90abb6cfaf8d00b648874d932678a8a3"
    },
    {
      "storm_id": "3284",
      "lat": 30.9312,
      "lon": -84.8238,
      "motion_east": 0.7,
      "motion_south": 1.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2260.0,
      "ebshear": 7.0,
      "srh01": 35.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8881
        },
        {
          "name": "alignment",
          "value": -0.0496
        },
        {
          "name": "tau",
          "value": 2.7207
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 2.7206995487213135,
      "coherence_diagnostics": {
        "tau": 2.7206995487213135,
        "grad_tau": 0.14631333947181702,
        "torsion": 0.0,
        "alignment": -0.049634695053100586,
        "S_field": 0.3773665726184845,
        "Gamma_field": 0.3613179922103882,
        "S_over_Gamma": 1.0444167852401733,
        "Da": 22.411258697509766,
        "E_coh": 0.8895896673202515,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.84,
              30.96
            ],
            [
              -84.79,
              30.96
            ],
            [
              -84.78,
              30.95
            ],
            [
              -84.78,
              30.92
            ],
            [
              -84.86,
              30.88
            ],
            [
              -84.86,
              30.9
            ],
            [
              -84.84,
              30.92
            ],
            [
              -84.84,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0512,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5535d8f969c8598bcb52f4c65931c372e99e73687ed8557ea72c1ba82daef10"
      },
      "receipt_sha256": "d5535d8f969c8598bcb52f4c65931c372e99e73687ed8557ea72c1ba82daef10"
    },
    {
      "storm_id": "2817",
      "lat": 29.3978,
      "lon": -103.3078,
      "motion_east": 0.9,
      "motion_south": 1.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2015.0,
      "ebshear": 20.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.56,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1381
        },
        {
          "name": "alignment",
          "value": 0.2288
        },
        {
          "name": "tau",
          "value": 1.0114
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 1.0114184617996216,
      "coherence_diagnostics": {
        "tau": 1.0114184617996216,
        "grad_tau": 0.14480037987232208,
        "torsion": 0.0,
        "alignment": 0.22878578305244446,
        "S_field": 0.34457507729530334,
        "Gamma_field": 0.5446513295173645,
        "S_over_Gamma": 0.6326525807380676,
        "Da": 33.683135986328125,
        "E_coh": 0.9373965263366699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.32,
              29.43
            ],
            [
              -103.29,
              29.43
            ],
            [
              -103.27,
              29.41
            ],
            [
              -103.27,
              29.38
            ],
            [
              -103.29,
              29.36
            ],
            [
              -103.33,
              29.36
            ],
            [
              -103.34,
              29.37
            ],
            [
              -103.34,
              29.41
            ],
            [
              -103.32,
              29.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0511,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a4b4f63c1c82164e46f420530237ad934a0db2ef2e2f8af4a4c438f705a2992"
      },
      "receipt_sha256": "4a4b4f63c1c82164e46f420530237ad934a0db2ef2e2f8af4a4c438f705a2992"
    },
    {
      "storm_id": "3197",
      "lat": 37.3885,
      "lon": -84.2654,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2552.0,
      "ebshear": 20.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3881
        },
        {
          "name": "alignment",
          "value": -0.0074
        },
        {
          "name": "tau",
          "value": 3.5136
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 3.5135793685913086,
      "coherence_diagnostics": {
        "tau": 3.5135793685913086,
        "grad_tau": 0.7840951085090637,
        "torsion": 0.0,
        "alignment": -0.007397949695587158,
        "S_field": 1.2892677783966064,
        "Gamma_field": 0.23715128004550934,
        "S_over_Gamma": 5.436478137969971,
        "Da": 14.37496566772461,
        "E_coh": 0.9484395384788513,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.29,
              37.43
            ],
            [
              -84.24,
              37.43
            ],
            [
              -84.22,
              37.42
            ],
            [
              -84.23,
              37.41
            ],
            [
              -84.22,
              37.39
            ],
            [
              -84.24,
              37.37
            ],
            [
              -84.23,
              37.36
            ],
            [
              -84.26,
              37.34
            ],
            [
              -84.28,
              37.35
            ],
            [
              -84.33,
              37.35
            ],
            [
              -84.33,
              37.36
            ],
            [
              -84.29,
              37.41
            ],
            [
              -84.29,
              37.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0501,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6c83aa6f6602a066ef1c556c333aa33e93bf82a0e6fd4093fe7490e0ec2e5ff"
      },
      "receipt_sha256": "a6c83aa6f6602a066ef1c556c333aa33e93bf82a0e6fd4093fe7490e0ec2e5ff"
    },
    {
      "storm_id": "3316",
      "lat": 32.154,
      "lon": -88.358,
      "motion_east": -1.0,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2712.0,
      "ebshear": 15.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3881
        },
        {
          "name": "alignment",
          "value": -1.8428
        },
        {
          "name": "tau",
          "value": 2.7073
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 2.7073092460632324,
      "coherence_diagnostics": {
        "tau": 2.7073092460632324,
        "grad_tau": 0.23994743824005127,
        "torsion": 0.0,
        "alignment": -1.842801809310913,
        "S_field": 0.7173526287078857,
        "Gamma_field": 0.3771513104438782,
        "S_over_Gamma": 1.9020286798477173,
        "Da": 24.183801651000977,
        "E_coh": 0.9482819437980652,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.38,
              32.19
            ],
            [
              -88.35,
              32.19
            ],
            [
              -88.33,
              32.17
            ],
            [
              -88.32,
              32.17
            ],
            [
              -88.32,
              32.12
            ],
            [
              -88.34,
              32.11
            ],
            [
              -88.38,
              32.11
            ],
            [
              -88.39,
              32.12
            ],
            [
              -88.39,
              32.17
            ],
            [
              -88.38,
              32.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0501,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6c83aa6f6602a066ef1c556c333aa33e93bf82a0e6fd4093fe7490e0ec2e5ff"
      },
      "receipt_sha256": "a6c83aa6f6602a066ef1c556c333aa33e93bf82a0e6fd4093fe7490e0ec2e5ff"
    },
    {
      "storm_id": "3432",
      "lat": 30.6267,
      "lon": -110.2867,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1409.0,
      "ebshear": 7.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7631
        },
        {
          "name": "alignment",
          "value": 3.7915
        },
        {
          "name": "tau",
          "value": 0.5967
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.5966802835464478,
      "coherence_diagnostics": {
        "tau": 0.5966802835464478,
        "grad_tau": 0.2484867423772812,
        "torsion": 0.0,
        "alignment": 3.7915220260620117,
        "S_field": 0.36618906259536743,
        "Gamma_field": 0.7788180112838745,
        "S_over_Gamma": 0.47018566727638245,
        "Da": 48.20698165893555,
        "E_coh": 0.7551248073577881,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.32,
              30.67
            ],
            [
              -110.26,
              30.67
            ],
            [
              -110.24,
              30.65
            ],
            [
              -110.25,
              30.63
            ],
            [
              -110.24,
              30.61
            ],
            [
              -110.25,
              30.59
            ],
            [
              -110.27,
              30.58
            ],
            [
              -110.28,
              30.59
            ],
            [
              -110.31,
              30.59
            ],
            [
              -110.32,
              30.6
            ],
            [
              -110.29,
              30.62
            ],
            [
              -110.3,
              30.64
            ],
            [
              -110.32,
              30.64
            ],
            [
              -110.33,
              30.65
            ],
            [
              -110.32,
              30.67
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.05,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f446c81c5cce7c8ba672806f64ef0e0383518d694cf2d1e6deef8e97dd7cc904"
      },
      "receipt_sha256": "f446c81c5cce7c8ba672806f64ef0e0383518d694cf2d1e6deef8e97dd7cc904"
    },
    {
      "storm_id": "3576",
      "lat": 37.8035,
      "lon": -93.207,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1984.0,
      "ebshear": 8.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8881
        },
        {
          "name": "alignment",
          "value": -0.0357
        },
        {
          "name": "tau",
          "value": 2.8883
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 2.8883397579193115,
      "coherence_diagnostics": {
        "tau": 2.8883397579193115,
        "grad_tau": 0.37677326798439026,
        "torsion": 0.0,
        "alignment": -0.035714685916900635,
        "S_field": 1.343859076499939,
        "Gamma_field": 0.31881797313690186,
        "S_over_Gamma": 4.215129375457764,
        "Da": 19.646434783935547,
        "E_coh": 0.9753920435905457,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.21,
              37.86
            ],
            [
              -93.14,
              37.86
            ],
            [
              -93.14,
              37.85
            ],
            [
              -93.15,
              37.84
            ],
            [
              -93.15,
              37.82
            ],
            [
              -93.16,
              37.82
            ],
            [
              -93.18,
              37.8
            ],
            [
              -93.18,
              37.78
            ],
            [
              -93.19,
              37.77
            ],
            [
              -93.22,
              37.77
            ],
            [
              -93.24,
              37.76
            ],
            [
              -93.25,
              37.75
            ],
            [
              -93.24,
              37.74
            ],
            [
              -93.26,
              37.73
            ],
            [
              -93.26,
              37.78
            ],
            [
              -93.25,
              37.79
            ],
            [
              -93.25,
              37.81
            ],
            [
              -93.23,
              37.83
            ],
            [
              -93.23,
              37.85
            ],
            [
              -93.21,
              37.86
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.05,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f446c81c5cce7c8ba672806f64ef0e0383518d694cf2d1e6deef8e97dd7cc904"
      },
      "receipt_sha256": "f446c81c5cce7c8ba672806f64ef0e0383518d694cf2d1e6deef8e97dd7cc904"
    },
    {
      "storm_id": "1701",
      "lat": 30.7632,
      "lon": -106.8689,
      "motion_east": -2.0,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1346.0,
      "ebshear": 12.0,
      "srh01": 41.0,
      "maxllaz": 0.006,
      "mesh": 0.9,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6381
        },
        {
          "name": "alignment",
          "value": -1.3156
        },
        {
          "name": "tau",
          "value": 0.9654
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.9654297828674316,
      "coherence_diagnostics": {
        "tau": 0.9654297828674316,
        "grad_tau": 0.06936051696538925,
        "torsion": 0.0,
        "alignment": -1.3155876398086548,
        "S_field": 0.5806896090507507,
        "Gamma_field": 0.37215131521224976,
        "S_over_Gamma": 1.5603588819503784,
        "Da": 23.055877685546875,
        "E_coh": 0.9166226387023926,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.87,
              30.82
            ],
            [
              -106.84,
              30.82
            ],
            [
              -106.82,
              30.8
            ],
            [
              -106.81,
              30.81
            ],
            [
              -106.79,
              30.8
            ],
            [
              -106.76,
              30.75
            ],
            [
              -106.76,
              30.71
            ],
            [
              -106.81,
              30.7
            ],
            [
              -106.82,
              30.71
            ],
            [
              -106.84,
              30.71
            ],
            [
              -106.88,
              30.73
            ],
            [
              -106.9,
              30.72
            ],
            [
              -106.98,
              30.72
            ],
            [
              -106.99,
              30.73
            ],
            [
              -106.96,
              30.76
            ],
            [
              -106.96,
              30.79
            ],
            [
              -106.94,
              30.8
            ],
            [
              -106.91,
              30.8
            ],
            [
              -106.87,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0496,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2478c614ef9cee2c53840971487b747801ae42fd7db33f5eda4020d87d1ba167"
      },
      "receipt_sha256": "2478c614ef9cee2c53840971487b747801ae42fd7db33f5eda4020d87d1ba167"
    },
    {
      "storm_id": "1369",
      "lat": 29.6378,
      "lon": -102.4478,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2602.0,
      "ebshear": 24.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1381
        },
        {
          "name": "alignment",
          "value": 0.2288
        },
        {
          "name": "tau",
          "value": 1.0114
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 1.0114184617996216,
      "coherence_diagnostics": {
        "tau": 1.0114184617996216,
        "grad_tau": 0.14480037987232208,
        "torsion": 0.0,
        "alignment": 0.22878578305244446,
        "S_field": 0.34457507729530334,
        "Gamma_field": 0.5446513295173645,
        "S_over_Gamma": 0.6326525807380676,
        "Da": 33.683135986328125,
        "E_coh": 0.9373965263366699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.46,
              29.68
            ],
            [
              -102.42,
              29.67
            ],
            [
              -102.41,
              29.66
            ],
            [
              -102.41,
              29.61
            ],
            [
              -102.44,
              29.59
            ],
            [
              -102.47,
              29.59
            ],
            [
              -102.48,
              29.6
            ],
            [
              -102.48,
              29.66
            ],
            [
              -102.46,
              29.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0495,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b98d75c9994fb83effbea9df7885a59219bd568745f94e1339bd0da4b250b01"
      },
      "receipt_sha256": "1b98d75c9994fb83effbea9df7885a59219bd568745f94e1339bd0da4b250b01"
    },
    {
      "storm_id": "1426",
      "lat": 38.9175,
      "lon": -92.01,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3830.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1381
        },
        {
          "name": "alignment",
          "value": -0.0319
        },
        {
          "name": "tau",
          "value": 3.1149
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 3.1149497032165527,
      "coherence_diagnostics": {
        "tau": 3.1149497032165527,
        "grad_tau": 0.29659968614578247,
        "torsion": 0.0,
        "alignment": -0.03188839554786682,
        "S_field": 1.226537823677063,
        "Gamma_field": 0.26048463582992554,
        "S_over_Gamma": 4.708676338195801,
        "Da": 16.046499252319336,
        "E_coh": 0.9717583060264587,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.02,
              38.95
            ],
            [
              -91.98,
              38.94
            ],
            [
              -91.97,
              38.93
            ],
            [
              -91.97,
              38.91
            ],
            [
              -92.0,
              38.87
            ],
            [
              -92.06,
              38.86
            ],
            [
              -92.06,
              38.93
            ],
            [
              -92.02,
              38.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0492,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dd656adbb3debc0dafb78dc4a017277ed958998b276c8f700030d511e056c42"
      },
      "receipt_sha256": "1dd656adbb3debc0dafb78dc4a017277ed958998b276c8f700030d511e056c42"
    },
    {
      "storm_id": "2358",
      "lat": 36.8971,
      "lon": -87.735,
      "motion_east": 3.1,
      "motion_south": 5.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3852.0,
      "ebshear": 17.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0131
        },
        {
          "name": "alignment",
          "value": 1.6249
        },
        {
          "name": "tau",
          "value": 3.8189
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 3.818875312805176,
      "coherence_diagnostics": {
        "tau": 3.818875312805176,
        "grad_tau": 0.25294727087020874,
        "torsion": 0.0,
        "alignment": 1.624929666519165,
        "S_field": 1.2321743965148926,
        "Gamma_field": 0.23798461258411407,
        "S_over_Gamma": 5.17753791809082,
        "Da": 15.494078636169434,
        "E_coh": 0.9916472434997559,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.76,
              36.97
            ],
            [
              -87.72,
              36.92
            ],
            [
              -87.66,
              36.9
            ],
            [
              -87.64,
              36.88
            ],
            [
              -87.64,
              36.84
            ],
            [
              -87.65,
              36.84
            ],
            [
              -87.67,
              36.82
            ],
            [
              -87.73,
              36.82
            ],
            [
              -87.81,
              36.86
            ],
            [
              -87.83,
              36.89
            ],
            [
              -87.83,
              36.93
            ],
            [
              -87.81,
              36.96
            ],
            [
              -87.78,
              36.96
            ],
            [
              -87.76,
              36.97
            ]
          ]
        ]
      },
      "raw_probability": 0.049,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.049,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f1dda7c4bd50113dff70494e45131ae4e335e9ef359dd53b970221eb289cb5c"
      },
      "receipt_sha256": "6f1dda7c4bd50113dff70494e45131ae4e335e9ef359dd53b970221eb289cb5c"
    },
    {
      "storm_id": "3187",
      "lat": 28.9378,
      "lon": -102.9556,
      "motion_east": 2.7,
      "motion_south": -2.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1988.0,
      "ebshear": 20.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.62,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6381
        },
        {
          "name": "alignment",
          "value": 0.0574
        },
        {
          "name": "tau",
          "value": 1.0192
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 1.0192463397979736,
      "coherence_diagnostics": {
        "tau": 1.0192463397979736,
        "grad_tau": 0.08738864213228226,
        "torsion": 0.0,
        "alignment": 0.05741226673126221,
        "S_field": 0.24743643403053284,
        "Gamma_field": 0.4404846429824829,
        "S_over_Gamma": 0.5617368221282959,
        "Da": 28.049850463867188,
        "E_coh": 0.9844083786010742,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.94,
              29.01
            ],
            [
              -102.93,
              29.0
            ],
            [
              -102.91,
              29.0
            ],
            [
              -102.88,
              28.97
            ],
            [
              -102.88,
              28.95
            ],
            [
              -102.89,
              28.94
            ],
            [
              -102.9,
              28.9
            ],
            [
              -102.91,
              28.9
            ],
            [
              -102.94,
              28.87
            ],
            [
              -102.96,
              28.87
            ],
            [
              -102.97,
              28.86
            ],
            [
              -103.03,
              28.86
            ],
            [
              -103.05,
              28.87
            ],
            [
              -103.07,
              28.91
            ],
            [
              -103.04,
              28.97
            ],
            [
              -103.01,
              28.99
            ],
            [
              -102.95,
              29.0
            ],
            [
              -102.94,
              29.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0489,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fff69d15f32ff251056f30390ce9b285525d76c4eb8b31274aec180e97cb2f93"
      },
      "receipt_sha256": "fff69d15f32ff251056f30390ce9b285525d76c4eb8b31274aec180e97cb2f93"
    },
    {
      "storm_id": "3283",
      "lat": 31.0738,
      "lon": -84.6208,
      "motion_east": 0.2,
      "motion_south": 3.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2132.0,
      "ebshear": 8.0,
      "srh01": 36.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8881
        },
        {
          "name": "alignment",
          "value": -0.0496
        },
        {
          "name": "tau",
          "value": 2.7207
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 2.7206995487213135,
      "coherence_diagnostics": {
        "tau": 2.7206995487213135,
        "grad_tau": 0.14631333947181702,
        "torsion": 0.0,
        "alignment": -0.049634695053100586,
        "S_field": 0.3773665726184845,
        "Gamma_field": 0.3613179922103882,
        "S_over_Gamma": 1.0444167852401733,
        "Da": 22.411258697509766,
        "E_coh": 0.8895896673202515,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.62,
              31.14
            ],
            [
              -84.59,
              31.14
            ],
            [
              -84.58,
              31.13
            ],
            [
              -84.58,
              31.09
            ],
            [
              -84.57,
              31.07
            ],
            [
              -84.6,
              31.04
            ],
            [
              -84.6,
              31.02
            ],
            [
              -84.62,
              31.0
            ],
            [
              -84.67,
              31.0
            ],
            [
              -84.68,
              31.01
            ],
            [
              -84.68,
              31.07
            ],
            [
              -84.66,
              31.11
            ],
            [
              -84.62,
              31.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0488,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f5a9e264461961e5eab081fc417edca9ff913bc79d726ac8c1318234c9d46269"
      },
      "receipt_sha256": "f5a9e264461961e5eab081fc417edca9ff913bc79d726ac8c1318234c9d46269"
    },
    {
      "storm_id": "3614",
      "lat": 38.404,
      "lon": -93.0647,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3118.0,
      "ebshear": 9.0,
      "srh01": 4.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1381
        },
        {
          "name": "alignment",
          "value": 0.6847
        },
        {
          "name": "tau",
          "value": 2.9032
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 2.903176784515381,
      "coherence_diagnostics": {
        "tau": 2.903176784515381,
        "grad_tau": 0.4482976794242859,
        "torsion": 0.0,
        "alignment": 0.6846895217895508,
        "S_field": 1.303541898727417,
        "Gamma_field": 0.2671512961387634,
        "S_over_Gamma": 4.8794145584106445,
        "Da": 16.27692413330078,
        "E_coh": 0.9934713840484619,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.09,
              38.44
            ],
            [
              -93.07,
              38.43
            ],
            [
              -93.02,
              38.43
            ],
            [
              -93.03,
              38.42
            ],
            [
              -93.03,
              38.36
            ],
            [
              -93.05,
              38.37
            ],
            [
              -93.04,
              38.38
            ],
            [
              -93.04,
              38.41
            ],
            [
              -93.05,
              38.42
            ],
            [
              -93.07,
              38.41
            ],
            [
              -93.08,
              38.37
            ],
            [
              -93.09,
              38.37
            ],
            [
              -93.11,
              38.39
            ],
            [
              -93.11,
              38.42
            ],
            [
              -93.09,
              38.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0488,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f5a9e264461961e5eab081fc417edca9ff913bc79d726ac8c1318234c9d46269"
      },
      "receipt_sha256": "f5a9e264461961e5eab081fc417edca9ff913bc79d726ac8c1318234c9d46269"
    },
    {
      "storm_id": "3498",
      "lat": 28.2738,
      "lon": -88.2077,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3509.0,
      "ebshear": 11.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.6381
        },
        {
          "name": "alignment",
          "value": 0.2442
        },
        {
          "name": "tau",
          "value": 1.9777
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0487
      },
      "coherence_score": 1.9776825904846191,
      "coherence_diagnostics": {
        "tau": 1.9776825904846191,
        "grad_tau": 0.3439457416534424,
        "torsion": 0.0,
        "alignment": 0.2442246377468109,
        "S_field": 0.6577011942863464,
        "Gamma_field": 0.6071512699127197,
        "S_over_Gamma": 1.0832575559616089,
        "Da": 39.77964782714844,
        "E_coh": 0.9479261040687561,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.24,
              28.32
            ],
            [
              -88.17,
              28.32
            ],
            [
              -88.15,
              28.3
            ],
            [
              -88.16,
              28.28
            ],
            [
              -88.15,
              28.25
            ],
            [
              -88.16,
              28.24
            ],
            [
              -88.18,
              28.24
            ],
            [
              -88.22,
              28.22
            ],
            [
              -88.23,
              28.23
            ],
            [
              -88.27,
              28.24
            ],
            [
              -88.27,
              28.29
            ],
            [
              -88.26,
              28.31
            ],
            [
              -88.24,
              28.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0487,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0487,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "428aec44f7a1c7a204d3cdd26fb31fa24c3109978de58ae1a4ade7e097bfa15d"
      },
      "receipt_sha256": "428aec44f7a1c7a204d3cdd26fb31fa24c3109978de58ae1a4ade7e097bfa15d"
    },
    {
      "storm_id": "2250",
      "lat": 36.086,
      "lon": -110.033,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 871.0,
      "ebshear": 20.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.45,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1381
        },
        {
          "name": "alignment",
          "value": 0.596
        },
        {
          "name": "tau",
          "value": 0.5744
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 0.5743552446365356,
      "coherence_diagnostics": {
        "tau": 0.5743552446365356,
        "grad_tau": 0.06822813302278519,
        "torsion": 0.0,
        "alignment": 0.5959897041320801,
        "S_field": 0.32245829701423645,
        "Gamma_field": 0.42965131998062134,
        "S_over_Gamma": 0.7505115866661072,
        "Da": 26.013988494873047,
        "E_coh": 0.9185383915901184,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.08,
              36.12
            ],
            [
              -110.04,
              36.12
            ],
            [
              -110.03,
              36.11
            ],
            [
              -110.01,
              36.11
            ],
            [
              -109.98,
              36.08
            ],
            [
              -109.98,
              36.05
            ],
            [
              -110.01,
              36.03
            ],
            [
              -110.04,
              36.04
            ],
            [
              -110.08,
              36.08
            ],
            [
              -110.08,
              36.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0482,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6703e69609d8dee33b91ea90f9755fd2d0dc3a7126f45e503da570c77ddd2f14"
      },
      "receipt_sha256": "6703e69609d8dee33b91ea90f9755fd2d0dc3a7126f45e503da570c77ddd2f14"
    },
    {
      "storm_id": "2732",
      "lat": 36.225,
      "lon": -88.0875,
      "motion_east": 3.6,
      "motion_south": 3.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3845.0,
      "ebshear": 15.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.46,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6381
        },
        {
          "name": "alignment",
          "value": 1.4877
        },
        {
          "name": "tau",
          "value": 3.6314
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 3.6313891410827637,
      "coherence_diagnostics": {
        "tau": 3.6313891410827637,
        "grad_tau": 0.4004330039024353,
        "torsion": 0.0,
        "alignment": 1.4876770973205566,
        "S_field": 0.9285848736763,
        "Gamma_field": 0.29548463225364685,
        "S_over_Gamma": 3.142582654953003,
        "Da": 19.320446014404297,
        "E_coh": 0.9971710443496704,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.11,
              36.26
            ],
            [
              -88.08,
              36.26
            ],
            [
              -88.06,
              36.24
            ],
            [
              -88.06,
              36.2
            ],
            [
              -88.07,
              36.19
            ],
            [
              -88.1,
              36.19
            ],
            [
              -88.11,
              36.2
            ],
            [
              -88.11,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0482,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6703e69609d8dee33b91ea90f9755fd2d0dc3a7126f45e503da570c77ddd2f14"
      },
      "receipt_sha256": "6703e69609d8dee33b91ea90f9755fd2d0dc3a7126f45e503da570c77ddd2f14"
    },
    {
      "storm_id": "3186",
      "lat": 29.1623,
      "lon": -101.9723,
      "motion_east": 3.7,
      "motion_south": -3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2791.0,
      "ebshear": 23.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6381
        },
        {
          "name": "alignment",
          "value": 0.7748
        },
        {
          "name": "tau",
          "value": 1.1671
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 1.1670925617218018,
      "coherence_diagnostics": {
        "tau": 1.1670925617218018,
        "grad_tau": 0.2137959748506546,
        "torsion": 0.0,
        "alignment": 0.774818480014801,
        "S_field": 0.34517771005630493,
        "Gamma_field": 0.5138179659843445,
        "S_over_Gamma": 0.6717898845672607,
        "Da": 32.82822036743164,
        "E_coh": 0.9233132004737854,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.99,
              29.25
            ],
            [
              -101.96,
              29.25
            ],
            [
              -101.92,
              29.21
            ],
            [
              -101.91,
              29.19
            ],
            [
              -101.91,
              29.13
            ],
            [
              -101.92,
              29.13
            ],
            [
              -101.97,
              29.08
            ],
            [
              -101.97,
              29.06
            ],
            [
              -102.0,
              29.06
            ],
            [
              -102.04,
              29.1
            ],
            [
              -102.04,
              29.18
            ],
            [
              -102.02,
              29.22
            ],
            [
              -101.99,
              29.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0482,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6703e69609d8dee33b91ea90f9755fd2d0dc3a7126f45e503da570c77ddd2f14"
      },
      "receipt_sha256": "6703e69609d8dee33b91ea90f9755fd2d0dc3a7126f45e503da570c77ddd2f14"
    },
    {
      "storm_id": "2906",
      "lat": 37.4833,
      "lon": -113.5278,
      "motion_east": 0.6,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1121.0,
      "ebshear": 20.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.55,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1381
        },
        {
          "name": "alignment",
          "value": 0.8554
        },
        {
          "name": "tau",
          "value": 0.2171
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0481
      },
      "coherence_score": 0.21705487370491028,
      "coherence_diagnostics": {
        "tau": 0.21705487370491028,
        "grad_tau": 0.024416012689471245,
        "torsion": 0.0,
        "alignment": 0.8554094433784485,
        "S_field": 0.01969856023788452,
        "Gamma_field": 0.5254846215248108,
        "S_over_Gamma": 0.03748646378517151,
        "Da": 31.394163131713867,
        "E_coh": 0.2639293670654297,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.54,
              37.52
            ],
            [
              -113.52,
              37.52
            ],
            [
              -113.49,
              37.5
            ],
            [
              -113.49,
              37.45
            ],
            [
              -113.5,
              37.44
            ],
            [
              -113.54,
              37.44
            ],
            [
              -113.56,
              37.46
            ],
            [
              -113.57,
              37.5
            ],
            [
              -113.54,
              37.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0481,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0481,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64e002c5712e51bc61c1bf16e3ef0dc460d87e3b35775b98e5db42b7d7149b1e"
      },
      "receipt_sha256": "64e002c5712e51bc61c1bf16e3ef0dc460d87e3b35775b98e5db42b7d7149b1e"
    },
    {
      "storm_id": "3088",
      "lat": 33.5022,
      "lon": -110.0133,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1335.0,
      "ebshear": 20.0,
      "srh01": 20.0,
      "maxllaz": 0.005,
      "mesh": 0.42,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2631
        },
        {
          "name": "alignment",
          "value": -0.207
        },
        {
          "name": "tau",
          "value": 0.3192
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.3191970884799957,
      "coherence_diagnostics": {
        "tau": 0.3191970884799957,
        "grad_tau": 0.06929866969585419,
        "torsion": 0.0,
        "alignment": -0.20703411102294922,
        "S_field": 0.11284015327692032,
        "Gamma_field": 0.5871513485908508,
        "S_over_Gamma": 0.19218239188194275,
        "Da": 36.020050048828125,
        "E_coh": 0.12492804229259491,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.03,
              33.54
            ],
            [
              -110.01,
              33.54
            ],
            [
              -109.97,
              33.5
            ],
            [
              -109.96,
              33.48
            ],
            [
              -109.99,
              33.46
            ],
            [
              -110.03,
              33.46
            ],
            [
              -110.05,
              33.48
            ],
            [
              -110.05,
              33.52
            ],
            [
              -110.03,
              33.54
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.048,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "99784d580104aa86445f5a2493a39728557c0d7792227ffa41fef9908fa94df0"
      },
      "receipt_sha256": "99784d580104aa86445f5a2493a39728557c0d7792227ffa41fef9908fa94df0"
    },
    {
      "storm_id": "3369",
      "lat": 36.798,
      "lon": -82.722,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2682.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.3881
        },
        {
          "name": "alignment",
          "value": -0.5071
        },
        {
          "name": "tau",
          "value": 3.9645
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 3.96449613571167,
      "coherence_diagnostics": {
        "tau": 3.96449613571167,
        "grad_tau": 0.47383952140808105,
        "torsion": 0.0,
        "alignment": -0.5070973038673401,
        "S_field": 1.3957479000091553,
        "Gamma_field": 0.215484619140625,
        "S_over_Gamma": 6.477250576019287,
        "Da": 12.89060115814209,
        "E_coh": 0.9633880853652954,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.74,
              36.83
            ],
            [
              -82.71,
              36.83
            ],
            [
              -82.69,
              36.82
            ],
            [
              -82.69,
              36.78
            ],
            [
              -82.7,
              36.77
            ],
            [
              -82.72,
              36.77
            ],
            [
              -82.73,
              36.76
            ],
            [
              -82.75,
              36.77
            ],
            [
              -82.75,
              36.82
            ],
            [
              -82.74,
              36.83
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.048,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "99784d580104aa86445f5a2493a39728557c0d7792227ffa41fef9908fa94df0"
      },
      "receipt_sha256": "99784d580104aa86445f5a2493a39728557c0d7792227ffa41fef9908fa94df0"
    },
    {
      "storm_id": "3033",
      "lat": 30.5164,
      "lon": -85.3209,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2090.0,
      "ebshear": 7.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2631
        },
        {
          "name": "alignment",
          "value": 2.9837
        },
        {
          "name": "tau",
          "value": 2.8363
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 2.8362720012664795,
      "coherence_diagnostics": {
        "tau": 2.8362720012664795,
        "grad_tau": 0.13240113854408264,
        "torsion": 0.0,
        "alignment": 2.983689785003662,
        "S_field": 0.7950031757354736,
        "Gamma_field": 0.308817982673645,
        "S_over_Gamma": 2.5743422508239746,
        "Da": 20.149507522583008,
        "E_coh": 0.9165345430374146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.34,
              30.55
            ],
            [
              -85.26,
              30.55
            ],
            [
              -85.24,
              30.54
            ],
            [
              -85.24,
              30.49
            ],
            [
              -85.29,
              30.46
            ],
            [
              -85.35,
              30.46
            ],
            [
              -85.37,
              30.48
            ],
            [
              -85.38,
              30.52
            ],
            [
              -85.37,
              30.54
            ],
            [
              -85.35,
              30.54
            ],
            [
              -85.34,
              30.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0479,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "542c285136669bbfc91df20ed9a488722f7d30a4d5a365d070a21f57ec3f2f6c"
      },
      "receipt_sha256": "542c285136669bbfc91df20ed9a488722f7d30a4d5a365d070a21f57ec3f2f6c"
    },
    {
      "storm_id": "2409",
      "lat": 37.7533,
      "lon": -91.1789,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3723.0,
      "ebshear": 8.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.6381
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.239
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 3.2389988899230957,
      "coherence_diagnostics": {
        "tau": 3.2389988899230957,
        "grad_tau": 0.16225335001945496,
        "torsion": 0.0,
        "alignment": 0.2684781849384308,
        "S_field": 0.8834201693534851,
        "Gamma_field": 0.3388179540634155,
        "S_over_Gamma": 2.6073594093322754,
        "Da": 21.18160629272461,
        "E_coh": 0.9756331443786621,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.2,
              37.78
            ],
            [
              -91.17,
              37.78
            ],
            [
              -91.15,
              37.77
            ],
            [
              -91.14,
              37.72
            ],
            [
              -91.16,
              37.72
            ],
            [
              -91.17,
              37.73
            ],
            [
              -91.21,
              37.73
            ],
            [
              -91.21,
              37.77
            ],
            [
              -91.2,
              37.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0476,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d4773fb24cae46bdb78dbaffb0192ab363aef57d83a5c5d830afc4561f02841"
      },
      "receipt_sha256": "7d4773fb24cae46bdb78dbaffb0192ab363aef57d83a5c5d830afc4561f02841"
    },
    {
      "storm_id": "2727",
      "lat": 36.7875,
      "lon": -89.9975,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3363.0,
      "ebshear": 14.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5131
        },
        {
          "name": "alignment",
          "value": 0.4902
        },
        {
          "name": "tau",
          "value": 3.3023
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 3.3023080825805664,
      "coherence_diagnostics": {
        "tau": 3.3023080825805664,
        "grad_tau": 0.23539604246616364,
        "torsion": 0.0,
        "alignment": 0.4901852011680603,
        "S_field": 0.6531140208244324,
        "Gamma_field": 0.30131796002388,
        "S_over_Gamma": 2.1675243377685547,
        "Da": 19.196462631225586,
        "E_coh": 0.9772392511367798,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.99,
              36.82
            ],
            [
              -89.97,
              36.8
            ],
            [
              -89.97,
              36.77
            ],
            [
              -89.98,
              36.76
            ],
            [
              -90.02,
              36.76
            ],
            [
              -90.03,
              36.77
            ],
            [
              -90.03,
              36.8
            ],
            [
              -89.99,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0476,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d4773fb24cae46bdb78dbaffb0192ab363aef57d83a5c5d830afc4561f02841"
      },
      "receipt_sha256": "7d4773fb24cae46bdb78dbaffb0192ab363aef57d83a5c5d830afc4561f02841"
    },
    {
      "storm_id": "2745",
      "lat": 31.012,
      "lon": -109.697,
      "motion_east": 0.0,
      "motion_south": 4.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1017.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7631
        },
        {
          "name": "alignment",
          "value": 0.8073
        },
        {
          "name": "tau",
          "value": 0.5344
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0474
      },
      "coherence_score": 0.5344066619873047,
      "coherence_diagnostics": {
        "tau": 0.5344066619873047,
        "grad_tau": 0.20902219414710999,
        "torsion": 0.0,
        "alignment": 0.8073155879974365,
        "S_field": 0.05906990170478821,
        "Gamma_field": 0.5538179874420166,
        "S_over_Gamma": 0.1066594123840332,
        "Da": 34.162513732910156,
        "E_coh": 0.5990824103355408,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.79,
              31.12
            ],
            [
              -109.75,
              31.12
            ],
            [
              -109.73,
              31.11
            ],
            [
              -109.69,
              31.06
            ],
            [
              -109.69,
              31.03
            ],
            [
              -109.68,
              31.02
            ],
            [
              -109.66,
              31.01
            ],
            [
              -109.62,
              31.01
            ],
            [
              -109.6,
              30.99
            ],
            [
              -109.6,
              30.96
            ],
            [
              -109.59,
              30.95
            ],
            [
              -109.62,
              30.89
            ],
            [
              -109.64,
              30.9
            ],
            [
              -109.68,
              30.9
            ],
            [
              -109.69,
              30.92
            ],
            [
              -109.75,
              30.98
            ],
            [
              -109.77,
              30.99
            ],
            [
              -109.8,
              31.05
            ],
            [
              -109.8,
              31.11
            ],
            [
              -109.79,
              31.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0474,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0474,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f790c9553b78e560b309e8bea575d9c037afb5de05a37fa7918a85f223ed7b3"
      },
      "receipt_sha256": "5f790c9553b78e560b309e8bea575d9c037afb5de05a37fa7918a85f223ed7b3"
    },
    {
      "storm_id": "3376",
      "lat": 35.6323,
      "lon": -105.9092,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 302.0,
      "ebshear": 21.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.0131
        },
        {
          "name": "alignment",
          "value": -1.1321
        },
        {
          "name": "tau",
          "value": 0.8325
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 0.8325032591819763,
      "coherence_diagnostics": {
        "tau": 0.8325032591819763,
        "grad_tau": 0.0884561613202095,
        "torsion": 0.0,
        "alignment": -1.1321481466293335,
        "S_field": 0.45672082901000977,
        "Gamma_field": 0.41381797194480896,
        "S_over_Gamma": 1.1036757230758667,
        "Da": 25.730283737182617,
        "E_coh": 0.9355736374855042,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.93,
              35.68
            ],
            [
              -105.9,
              35.68
            ],
            [
              -105.86,
              35.65
            ],
            [
              -105.88,
              35.63
            ],
            [
              -105.88,
              35.62
            ],
            [
              -105.86,
              35.6
            ],
            [
              -105.88,
              35.58
            ],
            [
              -105.93,
              35.58
            ],
            [
              -105.94,
              35.59
            ],
            [
              -105.95,
              35.61
            ],
            [
              -105.95,
              35.65
            ],
            [
              -105.93,
              35.67
            ],
            [
              -105.93,
              35.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0471,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46e5bb8a6a275d8d76e83bb30a3d0debc5bd9e3f68b1d0f2a6ffac6853a3af90"
      },
      "receipt_sha256": "46e5bb8a6a275d8d76e83bb30a3d0debc5bd9e3f68b1d0f2a6ffac6853a3af90"
    },
    {
      "storm_id": "3415",
      "lat": 37.19,
      "lon": -91.6756,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3160.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1381
        },
        {
          "name": "alignment",
          "value": 0.6688
        },
        {
          "name": "tau",
          "value": 3.2801
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.047
      },
      "coherence_score": 3.280076742172241,
      "coherence_diagnostics": {
        "tau": 3.280076742172241,
        "grad_tau": 0.15149158239364624,
        "torsion": 0.0,
        "alignment": 0.6688382625579834,
        "S_field": 1.4065943956375122,
        "Gamma_field": 0.25798463821411133,
        "S_over_Gamma": 5.452240943908691,
        "Da": 16.29050064086914,
        "E_coh": 0.9947731494903564,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.71,
              37.23
            ],
            [
              -91.65,
              37.23
            ],
            [
              -91.64,
              37.22
            ],
            [
              -91.64,
              37.18
            ],
            [
              -91.65,
              37.16
            ],
            [
              -91.67,
              37.15
            ],
            [
              -91.7,
              37.15
            ],
            [
              -91.71,
              37.16
            ],
            [
              -91.71,
              37.23
            ]
          ]
        ]
      },
      "raw_probability": 0.047,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1d677bea6f069c60102602fdf1d8c9897f7dde1230e0782f76af65bae597bce4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.047,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a277da0bd4413d8de93640e9e8d5fef3d404dc6f3d36cc9f93e7f5999ab3f18"
      },
      "receipt_sha256": "0a277da0bd4413d8de93640e9e8d5fef3d404dc6f3d36cc9f93e7f5999ab3f18"
    },
    {
      "storm_id": "2530",
      "lat": 37.2789,
      "lon": -94.7278,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3623.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8881
        },
        {
          "name": "alignment",
          "value": -0.5567
        },
        {
          "name": "tau",
          "value": 2.3895
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 2.389486074447632,
      "coherence_diagnostics": {
        "tau": 2.389486074447632,
        "grad_tau": 0.5323702096939087,
        "torsion": 0.0,
        "alignment": -0.5566855669021606,
        "S_field": 0.9951250553131104,
        "Gamma_field": 0.3613179922103882,
        "S_over_Gamma": 2.75415301322937,
        "Da": 21.959247589111328,
        "E_coh": 0.983877956867218,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.74,
              37.32
            ],
            [
              -94.69,
              37.32
            ],
            [
              -94.67,
              37.3
            ],
            [
              -94.67,
              37.26
            ],
            [
              -94.71,
              37.23
            ],
            [
              -94.77,
              37.23
            ],
            [
              -94.78,
              37.24
            ],
            [
              -94.78,
              37.29
            ],
            [
              -94.74,
              37.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0469,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c9b4eecc1505125c9ca350eeb2b9f01032745d8336b36ef60ab107abb84cb45"
      },
      "receipt_sha256": "5c9b4eecc1505125c9ca350eeb2b9f01032745d8336b36ef60ab107abb84cb45"
    },
    {
      "storm_id": "3578",
      "lat": 37.443,
      "lon": -94.756,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3626.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8881
        },
        {
          "name": "alignment",
          "value": -0.5567
        },
        {
          "name": "tau",
          "value": 2.3895
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 2.389486074447632,
      "coherence_diagnostics": {
        "tau": 2.389486074447632,
        "grad_tau": 0.5323702096939087,
        "torsion": 0.0,
        "alignment": -0.5566855669021606,
        "S_field": 0.9951250553131104,
        "Gamma_field": 0.3613179922103882,
        "S_over_Gamma": 2.75415301322937,
        "Da": 21.959247589111328,
        "E_coh": 0.983877956867218,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.78,
              37.49
            ],
            [
              -94.75,
              37.49
            ],
            [
              -94.72,
              37.46
            ],
            [
              -94.73,
              37.44
            ],
            [
              -94.71,
              37.41
            ],
            [
              -94.73,
              37.39
            ],
            [
              -94.76,
              37.39
            ],
            [
              -94.8,
              37.42
            ],
            [
              -94.8,
              37.45
            ],
            [
              -94.78,
              37.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0469,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c9b4eecc1505125c9ca350eeb2b9f01032745d8336b36ef60ab107abb84cb45"
      },
      "receipt_sha256": "5c9b4eecc1505125c9ca350eeb2b9f01032745d8336b36ef60ab107abb84cb45"
    },
    {
      "storm_id": "3413",
      "lat": 37.471,
      "lon": -90.502,
      "motion_east": 2.6,
      "motion_south": 2.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3547.0,
      "ebshear": 8.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5131
        },
        {
          "name": "alignment",
          "value": 1.0506
        },
        {
          "name": "tau",
          "value": 3.433
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0468
      },
      "coherence_score": 3.432985544204712,
      "coherence_diagnostics": {
        "tau": 3.432985544204712,
        "grad_tau": 0.1656743437051773,
        "torsion": 0.0,
        "alignment": 1.0506024360656738,
        "S_field": 1.196233868598938,
        "Gamma_field": 0.27215129137039185,
        "S_over_Gamma": 4.395473957061768,
        "Da": 17.16537857055664,
        "E_coh": 0.9771364331245422,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.5,
              37.51
            ],
            [
              -90.47,
              37.51
            ],
            [
              -90.46,
              37.5
            ],
            [
              -90.46,
              37.45
            ],
            [
              -90.5,
              37.42
            ],
            [
              -90.53,
              37.42
            ],
            [
              -90.54,
              37.43
            ],
            [
              -90.54,
              37.46
            ],
            [
              -90.52,
              37.5
            ],
            [
              -90.5,
              37.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0468,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0468,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b869fdae2349d1662a54b9871f4159d728b7773ce696c734d8689f6962ab023"
      },
      "receipt_sha256": "3b869fdae2349d1662a54b9871f4159d728b7773ce696c734d8689f6962ab023"
    },
    {
      "storm_id": "2711",
      "lat": 50.4396,
      "lon": -66.2926,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1381
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.16477817296981812,
        "Gamma_field": 0.15381795167922974,
        "S_over_Gamma": 1.0712544918060303,
        "Da": 8.214746475219727,
        "E_coh": 0.31626397371292114,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -66.26,
              50.57
            ],
            [
              -66.22,
              50.56
            ],
            [
              -66.19,
              50.53
            ],
            [
              -66.19,
              50.5
            ],
            [
              -66.26,
              50.44
            ],
            [
              -66.26,
              50.43
            ],
            [
              -66.24,
              50.41
            ],
            [
              -66.24,
              50.35
            ],
            [
              -66.27,
              50.33
            ],
            [
              -66.3,
              50.33
            ],
            [
              -66.32,
              50.31
            ],
            [
              -66.39,
              50.31
            ],
            [
              -66.39,
              50.35
            ],
            [
              -66.38,
              50.36
            ],
            [
              -66.36,
              50.36
            ],
            [
              -66.31,
              50.41
            ],
            [
              -66.31,
              50.44
            ],
            [
              -66.33,
              50.47
            ],
            [
              -66.32,
              50.49
            ],
            [
              -66.33,
              50.5
            ],
            [
              -66.3,
              50.54
            ],
            [
              -66.3,
              50.55
            ],
            [
              -66.26,
              50.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0466,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daf197390afc9b8099ab1d4d953e192ef84bdaa81ec6a743633d8ca106f2962a"
      },
      "receipt_sha256": "daf197390afc9b8099ab1d4d953e192ef84bdaa81ec6a743633d8ca106f2962a"
    },
    {
      "storm_id": "3547",
      "lat": 36.3818,
      "lon": -88.1091,
      "motion_east": 3.4,
      "motion_south": 3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3897.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.47,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6381
        },
        {
          "name": "alignment",
          "value": 1.4877
        },
        {
          "name": "tau",
          "value": 3.6314
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 3.6313891410827637,
      "coherence_diagnostics": {
        "tau": 3.6313891410827637,
        "grad_tau": 0.4004330039024353,
        "torsion": 0.0,
        "alignment": 1.4876770973205566,
        "S_field": 0.9285848736763,
        "Gamma_field": 0.29548463225364685,
        "S_over_Gamma": 3.142582654953003,
        "Da": 19.320446014404297,
        "E_coh": 0.9971710443496704,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.13,
              36.42
            ],
            [
              -88.1,
              36.42
            ],
            [
              -88.08,
              36.41
            ],
            [
              -88.08,
              36.39
            ],
            [
              -88.07,
              36.38
            ],
            [
              -88.07,
              36.35
            ],
            [
              -88.08,
              36.34
            ],
            [
              -88.14,
              36.33
            ],
            [
              -88.16,
              36.35
            ],
            [
              -88.16,
              36.39
            ],
            [
              -88.13,
              36.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0466,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daf197390afc9b8099ab1d4d953e192ef84bdaa81ec6a743633d8ca106f2962a"
      },
      "receipt_sha256": "daf197390afc9b8099ab1d4d953e192ef84bdaa81ec6a743633d8ca106f2962a"
    },
    {
      "storm_id": "3606",
      "lat": 28.01,
      "lon": -87.6892,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2876.0,
      "ebshear": 12.0,
      "srh01": 44.0,
      "maxllaz": 0.0,
      "mesh": 0.43,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.6381
        },
        {
          "name": "alignment",
          "value": 0.2442
        },
        {
          "name": "tau",
          "value": 1.9777
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 1.9776825904846191,
      "coherence_diagnostics": {
        "tau": 1.9776825904846191,
        "grad_tau": 0.3439457416534424,
        "torsion": 0.0,
        "alignment": 0.2442246377468109,
        "S_field": 0.6577011942863464,
        "Gamma_field": 0.6071512699127197,
        "S_over_Gamma": 1.0832575559616089,
        "Da": 39.77964782714844,
        "E_coh": 0.9479261040687561,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.7,
              28.05
            ],
            [
              -87.63,
              28.05
            ],
            [
              -87.63,
              28.02
            ],
            [
              -87.66,
              27.98
            ],
            [
              -87.65,
              27.97
            ],
            [
              -87.68,
              27.95
            ],
            [
              -87.72,
              27.96
            ],
            [
              -87.72,
              27.99
            ],
            [
              -87.74,
              28.02
            ],
            [
              -87.73,
              28.04
            ],
            [
              -87.71,
              28.04
            ],
            [
              -87.7,
              28.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0466,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "daf197390afc9b8099ab1d4d953e192ef84bdaa81ec6a743633d8ca106f2962a"
      },
      "receipt_sha256": "daf197390afc9b8099ab1d4d953e192ef84bdaa81ec6a743633d8ca106f2962a"
    },
    {
      "storm_id": "3258",
      "lat": 40.0522,
      "lon": -108.1889,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 544.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6381
        },
        {
          "name": "alignment",
          "value": 0.3294
        },
        {
          "name": "tau",
          "value": 0.2682
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 0.26821374893188477,
      "coherence_diagnostics": {
        "tau": 0.26821374893188477,
        "grad_tau": 0.039435356855392456,
        "torsion": 0.0,
        "alignment": 0.32943928241729736,
        "S_field": 0.13863247632980347,
        "Gamma_field": 0.6013179421424866,
        "S_over_Gamma": 0.2305477112531662,
        "Da": 37.21961212158203,
        "E_coh": 0.7976852655410767,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.21,
              40.09
            ],
            [
              -108.19,
              40.09
            ],
            [
              -108.19,
              40.06
            ],
            [
              -108.17,
              40.04
            ],
            [
              -108.15,
              40.04
            ],
            [
              -108.15,
              40.03
            ],
            [
              -108.21,
              40.01
            ],
            [
              -108.22,
              40.02
            ],
            [
              -108.21,
              40.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0465,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2cc7e71660aea8e65b9c5e445858eafd003a8b4091eea579fb998b45128a3563"
      },
      "receipt_sha256": "2cc7e71660aea8e65b9c5e445858eafd003a8b4091eea579fb998b45128a3563"
    },
    {
      "storm_id": "3115",
      "lat": 36.776,
      "lon": -115.224,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 968.0,
      "ebshear": 17.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.1381
        },
        {
          "name": "alignment",
          "value": 3.8834
        },
        {
          "name": "tau",
          "value": 0.3135
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 0.3134579062461853,
      "coherence_diagnostics": {
        "tau": 0.3134579062461853,
        "grad_tau": 0.07998207211494446,
        "torsion": 0.0,
        "alignment": 3.8834445476531982,
        "S_field": 0.07654977589845657,
        "Gamma_field": 0.5138179659843445,
        "S_over_Gamma": 0.14898228645324707,
        "Da": 30.795490264892578,
        "E_coh": 0.32666635513305664,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.22,
              36.82
            ],
            [
              -115.19,
              36.81
            ],
            [
              -115.19,
              36.77
            ],
            [
              -115.18,
              36.75
            ],
            [
              -115.19,
              36.74
            ],
            [
              -115.26,
              36.74
            ],
            [
              -115.27,
              36.75
            ],
            [
              -115.26,
              36.76
            ],
            [
              -115.26,
              36.8
            ],
            [
              -115.22,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0463,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e53ffbad59625644bb6a75b2fead40a6570bf599693e1d067fda097262346433"
      },
      "receipt_sha256": "e53ffbad59625644bb6a75b2fead40a6570bf599693e1d067fda097262346433"
    },
    {
      "storm_id": "3520",
      "lat": 31.6179,
      "lon": -82.7964,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1943.0,
      "ebshear": 14.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.5131
        },
        {
          "name": "alignment",
          "value": 1.4894
        },
        {
          "name": "tau",
          "value": 3.1445
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 3.1445374488830566,
      "coherence_diagnostics": {
        "tau": 3.1445374488830566,
        "grad_tau": 0.041107043623924255,
        "torsion": 0.0,
        "alignment": 1.48939847946167,
        "S_field": 1.198859691619873,
        "Gamma_field": 0.27715128660202026,
        "S_over_Gamma": 4.325650691986084,
        "Da": 15.667176246643066,
        "E_coh": 0.9466145038604736,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.84,
              31.65
            ],
            [
              -82.82,
              31.64
            ],
            [
              -82.79,
              31.64
            ],
            [
              -82.77,
              31.65
            ],
            [
              -82.76,
              31.64
            ],
            [
              -82.76,
              31.61
            ],
            [
              -82.77,
              31.6
            ],
            [
              -82.76,
              31.57
            ],
            [
              -82.79,
              31.57
            ],
            [
              -82.78,
              31.6
            ],
            [
              -82.8,
              31.62
            ],
            [
              -82.83,
              31.6
            ],
            [
              -82.84,
              31.61
            ],
            [
              -82.84,
              31.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0461,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "980deddd8cd622406e7f05458a0ec6ccd5d5237917ba544a4a838d511b5b8209"
      },
      "receipt_sha256": "980deddd8cd622406e7f05458a0ec6ccd5d5237917ba544a4a838d511b5b8209"
    },
    {
      "storm_id": "3588",
      "lat": 34.8125,
      "lon": -109.0775,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 957.0,
      "ebshear": 19.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3881
        },
        {
          "name": "alignment",
          "value": 0.2736
        },
        {
          "name": "tau",
          "value": 0.6119
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 0.6118729114532471,
      "coherence_diagnostics": {
        "tau": 0.6118729114532471,
        "grad_tau": 0.12906073033809662,
        "torsion": 0.0,
        "alignment": 0.27357637882232666,
        "S_field": 0.42794278264045715,
        "Gamma_field": 0.36048462986946106,
        "S_over_Gamma": 1.1871318817138672,
        "Da": 21.91859245300293,
        "E_coh": 0.9050638675689697,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.1,
              34.84
            ],
            [
              -109.06,
              34.84
            ],
            [
              -109.05,
              34.83
            ],
            [
              -109.04,
              34.81
            ],
            [
              -109.04,
              34.77
            ],
            [
              -109.11,
              34.77
            ],
            [
              -109.12,
              34.8
            ],
            [
              -109.1,
              34.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0461,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "980deddd8cd622406e7f05458a0ec6ccd5d5237917ba544a4a838d511b5b8209"
      },
      "receipt_sha256": "980deddd8cd622406e7f05458a0ec6ccd5d5237917ba544a4a838d511b5b8209"
    },
    {
      "storm_id": "3538",
      "lat": 39.5225,
      "lon": -108.7625,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 890.0,
      "ebshear": 20.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6381
        },
        {
          "name": "alignment",
          "value": 0.3294
        },
        {
          "name": "tau",
          "value": 0.2682
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.26821374893188477,
      "coherence_diagnostics": {
        "tau": 0.26821374893188477,
        "grad_tau": 0.039435356855392456,
        "torsion": 0.0,
        "alignment": 0.32943928241729736,
        "S_field": 0.13863247632980347,
        "Gamma_field": 0.6013179421424866,
        "S_over_Gamma": 0.2305477112531662,
        "Da": 37.21961212158203,
        "E_coh": 0.7976852655410767,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.79,
              39.55
            ],
            [
              -108.76,
              39.55
            ],
            [
              -108.72,
              39.53
            ],
            [
              -108.72,
              39.5
            ],
            [
              -108.74,
              39.48
            ],
            [
              -108.78,
              39.49
            ],
            [
              -108.8,
              39.53
            ],
            [
              -108.79,
              39.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0459,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1de2ef525fb965ab5afe79303095cbaf663b864a9aed587aba2887b0ee6b5e9"
      },
      "receipt_sha256": "c1de2ef525fb965ab5afe79303095cbaf663b864a9aed587aba2887b0ee6b5e9"
    },
    {
      "storm_id": "3636",
      "lat": 31.6578,
      "lon": -106.0908,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1355.0,
      "ebshear": 15.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8881
        },
        {
          "name": "alignment",
          "value": 1.1057
        },
        {
          "name": "tau",
          "value": 1.0237
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 1.0236942768096924,
      "coherence_diagnostics": {
        "tau": 1.0236942768096924,
        "grad_tau": 0.06602098047733307,
        "torsion": 0.0,
        "alignment": 1.1057398319244385,
        "S_field": 0.4805784523487091,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.2630692720413208,
        "Da": 24.095016479492188,
        "E_coh": 0.9370891451835632,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.13,
              31.72
            ],
            [
              -106.12,
              31.72
            ],
            [
              -106.12,
              31.71
            ],
            [
              -106.11,
              31.7
            ],
            [
              -106.11,
              31.69
            ],
            [
              -106.1,
              31.68
            ],
            [
              -106.09,
              31.68
            ],
            [
              -106.08,
              31.68
            ],
            [
              -106.07,
              31.68
            ],
            [
              -106.06,
              31.69
            ],
            [
              -106.05,
              31.69
            ],
            [
              -106.04,
              31.68
            ],
            [
              -106.04,
              31.67
            ],
            [
              -106.04,
              31.66
            ],
            [
              -106.04,
              31.65
            ],
            [
              -106.04,
              31.64
            ],
            [
              -106.05,
              31.63
            ],
            [
              -106.05,
              31.62
            ],
            [
              -106.05,
              31.61
            ],
            [
              -106.06,
              31.6
            ],
            [
              -106.07,
              31.59
            ],
            [
              -106.08,
              31.59
            ],
            [
              -106.09,
              31.59
            ],
            [
              -106.1,
              31.59
            ],
            [
              -106.11,
              31.6
            ],
            [
              -106.12,
              31.61
            ],
            [
              -106.12,
              31.62
            ],
            [
              -106.12,
              31.63
            ],
            [
              -106.12,
              31.64
            ],
            [
              -106.13,
              31.65
            ],
            [
              -106.13,
              31.66
            ],
            [
              -106.12,
              31.67
            ],
            [
              -106.12,
              31.68
            ],
            [
              -106.12,
              31.69
            ],
            [
              -106.11,
              31.7
            ],
            [
              -106.12,
              31.71
            ],
            [
              -106.13,
              31.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0457,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f09d4f4cb172d754dd4fadbdedaa8e03f4cec454de3128575f7f8548d75d2cb0"
      },
      "receipt_sha256": "f09d4f4cb172d754dd4fadbdedaa8e03f4cec454de3128575f7f8548d75d2cb0"
    },
    {
      "storm_id": "3192",
      "lat": 39.6062,
      "lon": -93.6777,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3346.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7631
        },
        {
          "name": "alignment",
          "value": 2.4718
        },
        {
          "name": "tau",
          "value": 2.8364
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 2.836395263671875,
      "coherence_diagnostics": {
        "tau": 2.836395263671875,
        "grad_tau": 0.27841299772262573,
        "torsion": 0.0,
        "alignment": 2.4717979431152344,
        "S_field": 1.5619046688079834,
        "Gamma_field": 0.25798463821411133,
        "S_over_Gamma": 6.054254531860352,
        "Da": 15.681251525878906,
        "E_coh": 0.9670652151107788,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.69,
              39.64
            ],
            [
              -93.65,
              39.64
            ],
            [
              -93.63,
              39.62
            ],
            [
              -93.64,
              39.61
            ],
            [
              -93.64,
              39.57
            ],
            [
              -93.65,
              39.56
            ],
            [
              -93.68,
              39.56
            ],
            [
              -93.7,
              39.57
            ],
            [
              -93.71,
              39.59
            ],
            [
              -93.71,
              39.62
            ],
            [
              -93.72,
              39.63
            ],
            [
              -93.7,
              39.63
            ],
            [
              -93.69,
              39.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0456,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b71d21b54bc4b7f1d905993eba4a7fc5a7f9354e40b95aad45bdaaa7b79b614b"
      },
      "receipt_sha256": "b71d21b54bc4b7f1d905993eba4a7fc5a7f9354e40b95aad45bdaaa7b79b614b"
    },
    {
      "storm_id": "3363",
      "lat": 39.471,
      "lon": -93.241,
      "motion_east": 1.7,
      "motion_south": 1.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3405.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.7631
        },
        {
          "name": "alignment",
          "value": 2.4718
        },
        {
          "name": "tau",
          "value": 2.8364
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 2.836395263671875,
      "coherence_diagnostics": {
        "tau": 2.836395263671875,
        "grad_tau": 0.27841299772262573,
        "torsion": 0.0,
        "alignment": 2.4717979431152344,
        "S_field": 1.5619046688079834,
        "Gamma_field": 0.25798463821411133,
        "S_over_Gamma": 6.054254531860352,
        "Da": 15.681251525878906,
        "E_coh": 0.9670652151107788,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.25,
              39.52
            ],
            [
              -93.22,
              39.52
            ],
            [
              -93.19,
              39.5
            ],
            [
              -93.19,
              39.44
            ],
            [
              -93.21,
              39.42
            ],
            [
              -93.25,
              39.42
            ],
            [
              -93.27,
              39.43
            ],
            [
              -93.29,
              39.46
            ],
            [
              -93.29,
              39.48
            ],
            [
              -93.25,
              39.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0456,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b71d21b54bc4b7f1d905993eba4a7fc5a7f9354e40b95aad45bdaaa7b79b614b"
      },
      "receipt_sha256": "b71d21b54bc4b7f1d905993eba4a7fc5a7f9354e40b95aad45bdaaa7b79b614b"
    },
    {
      "storm_id": "2260",
      "lat": 33.0527,
      "lon": -108.1091,
      "motion_east": -2.0,
      "motion_south": 3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 999.0,
      "ebshear": 21.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1381
        },
        {
          "name": "alignment",
          "value": -0.3637
        },
        {
          "name": "tau",
          "value": 0.5765
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 0.5764820575714111,
      "coherence_diagnostics": {
        "tau": 0.5764820575714111,
        "grad_tau": 0.22276534140110016,
        "torsion": 0.0,
        "alignment": -0.3637096881866455,
        "S_field": 0.1001317948102951,
        "Gamma_field": 0.5263180136680603,
        "S_over_Gamma": 0.19024960696697235,
        "Da": 32.31486511230469,
        "E_coh": 0.4795513451099396,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.1,
              33.08
            ],
            [
              -108.08,
              33.08
            ],
            [
              -108.07,
              33.07
            ],
            [
              -108.07,
              33.04
            ],
            [
              -108.1,
              33.01
            ],
            [
              -108.13,
              33.0
            ],
            [
              -108.15,
              33.02
            ],
            [
              -108.15,
              33.06
            ],
            [
              -108.14,
              33.07
            ],
            [
              -108.11,
              33.07
            ],
            [
              -108.1,
              33.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0455,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0455,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57484cc63e1c9732c7a86631d8e56795226c806c698c5c986be93b7ea97a7c55"
      },
      "receipt_sha256": "57484cc63e1c9732c7a86631d8e56795226c806c698c5c986be93b7ea97a7c55"
    },
    {
      "storm_id": "2637",
      "lat": 31.8156,
      "lon": -81.9,
      "motion_east": 1.1,
      "motion_south": -6.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1455.0,
      "ebshear": 14.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.3881
        },
        {
          "name": "alignment",
          "value": 2.1042
        },
        {
          "name": "tau",
          "value": 3.1586
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 3.1586380004882812,
      "coherence_diagnostics": {
        "tau": 3.1586380004882812,
        "grad_tau": 0.20100046694278717,
        "torsion": 0.0,
        "alignment": 2.104168653488159,
        "S_field": 1.131896734237671,
        "Gamma_field": 0.28881797194480896,
        "S_over_Gamma": 3.9190661907196045,
        "Da": 17.157320022583008,
        "E_coh": 0.962052583694458,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.92,
              31.9
            ],
            [
              -81.86,
              31.9
            ],
            [
              -81.83,
              31.87
            ],
            [
              -81.83,
              31.85
            ],
            [
              -81.82,
              31.84
            ],
            [
              -81.82,
              31.81
            ],
            [
              -81.85,
              31.78
            ],
            [
              -81.85,
              31.77
            ],
            [
              -81.89,
              31.74
            ],
            [
              -81.93,
              31.74
            ],
            [
              -81.94,
              31.75
            ],
            [
              -81.96,
              31.75
            ],
            [
              -82.0,
              31.78
            ],
            [
              -82.0,
              31.83
            ],
            [
              -81.98,
              31.84
            ],
            [
              -81.92,
              31.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0454,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "979f3bb32b99d55468468043e8fea1ddabbac672b220d8fcf4c23d1d477e429c"
      },
      "receipt_sha256": "979f3bb32b99d55468468043e8fea1ddabbac672b220d8fcf4c23d1d477e429c"
    },
    {
      "storm_id": "3503",
      "lat": 37.5078,
      "lon": -91.4089,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3156.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.6381
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.239
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 3.2389988899230957,
      "coherence_diagnostics": {
        "tau": 3.2389988899230957,
        "grad_tau": 0.16225335001945496,
        "torsion": 0.0,
        "alignment": 0.2684781849384308,
        "S_field": 0.8834201693534851,
        "Gamma_field": 0.3388179540634155,
        "S_over_Gamma": 2.6073594093322754,
        "Da": 21.18160629272461,
        "E_coh": 0.9756331443786621,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.43,
              37.54
            ],
            [
              -91.39,
              37.54
            ],
            [
              -91.37,
              37.52
            ],
            [
              -91.37,
              37.48
            ],
            [
              -91.38,
              37.47
            ],
            [
              -91.43,
              37.47
            ],
            [
              -91.44,
              37.48
            ],
            [
              -91.44,
              37.53
            ],
            [
              -91.43,
              37.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0454,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "979f3bb32b99d55468468043e8fea1ddabbac672b220d8fcf4c23d1d477e429c"
      },
      "receipt_sha256": "979f3bb32b99d55468468043e8fea1ddabbac672b220d8fcf4c23d1d477e429c"
    },
    {
      "storm_id": "60",
      "lat": 37.6291,
      "lon": -108.9327,
      "motion_east": -3.0,
      "motion_south": 1.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1117.0,
      "ebshear": 24.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.66,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6381
        },
        {
          "name": "alignment",
          "value": -0.0284
        },
        {
          "name": "tau",
          "value": 0.555
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 0.5550144910812378,
      "coherence_diagnostics": {
        "tau": 0.5550144910812378,
        "grad_tau": 0.07289384305477142,
        "torsion": 0.0,
        "alignment": -0.02839234471321106,
        "S_field": 0.3135068118572235,
        "Gamma_field": 0.4329846501350403,
        "S_over_Gamma": 0.7240598797798157,
        "Da": 25.6289005279541,
        "E_coh": 0.9242955446243286,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.91,
              37.68
            ],
            [
              -108.88,
              37.65
            ],
            [
              -108.88,
              37.6
            ],
            [
              -108.9,
              37.58
            ],
            [
              -108.95,
              37.58
            ],
            [
              -108.97,
              37.59
            ],
            [
              -108.98,
              37.6
            ],
            [
              -108.98,
              37.64
            ],
            [
              -108.96,
              37.66
            ],
            [
              -108.94,
              37.66
            ],
            [
              -108.91,
              37.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0452,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcadd53af767fd8c075e9925e430cf65a5f027b7faac47604ef2fcab9d183074"
      },
      "receipt_sha256": "dcadd53af767fd8c075e9925e430cf65a5f027b7faac47604ef2fcab9d183074"
    },
    {
      "storm_id": "3111",
      "lat": 37.9889,
      "lon": -91.7767,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2861.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5131
        },
        {
          "name": "alignment",
          "value": -0.5443
        },
        {
          "name": "tau",
          "value": 3.2395
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 3.2394521236419678,
      "coherence_diagnostics": {
        "tau": 3.2394521236419678,
        "grad_tau": 0.18189270794391632,
        "torsion": 0.0,
        "alignment": -0.5443179607391357,
        "S_field": 0.8457789421081543,
        "Gamma_field": 0.3146513104438782,
        "S_over_Gamma": 2.687988042831421,
        "Da": 19.390310287475586,
        "E_coh": 0.9872852563858032,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.79,
              38.02
            ],
            [
              -91.77,
              38.0
            ],
            [
              -91.76,
              38.0
            ],
            [
              -91.73,
              37.97
            ],
            [
              -91.73,
              37.96
            ],
            [
              -91.8,
              37.96
            ],
            [
              -91.81,
              37.97
            ],
            [
              -91.81,
              38.0
            ],
            [
              -91.79,
              38.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0452,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcadd53af767fd8c075e9925e430cf65a5f027b7faac47604ef2fcab9d183074"
      },
      "receipt_sha256": "dcadd53af767fd8c075e9925e430cf65a5f027b7faac47604ef2fcab9d183074"
    },
    {
      "storm_id": "2997",
      "lat": 28.861,
      "lon": -88.459,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4012.0,
      "ebshear": 13.0,
      "srh01": 54.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3881
        },
        {
          "name": "alignment",
          "value": 0.0778
        },
        {
          "name": "tau",
          "value": 1.5964
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 1.5963822603225708,
      "coherence_diagnostics": {
        "tau": 1.5963822603225708,
        "grad_tau": 0.28878647089004517,
        "torsion": 0.0,
        "alignment": 0.07777711004018784,
        "S_field": 0.09973474591970444,
        "Gamma_field": 1.3246512413024902,
        "S_over_Gamma": 0.07529132068157196,
        "Da": 85.63455963134766,
        "E_coh": 0.5213912725448608,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.45,
              28.91
            ],
            [
              -88.41,
              28.87
            ],
            [
              -88.41,
              28.82
            ],
            [
              -88.43,
              28.8
            ],
            [
              -88.48,
              28.8
            ],
            [
              -88.5,
              28.83
            ],
            [
              -88.51,
              28.87
            ],
            [
              -88.49,
              28.9
            ],
            [
              -88.46,
              28.9
            ],
            [
              -88.45,
              28.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0451,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0451,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "269fe249db23b8daf1726bb1c0cec8f40c9dd4ffb5fa4d45daa3d940de93ca5d"
      },
      "receipt_sha256": "269fe249db23b8daf1726bb1c0cec8f40c9dd4ffb5fa4d45daa3d940de93ca5d"
    },
    {
      "storm_id": "2420",
      "lat": 36.055,
      "lon": -87.8464,
      "motion_east": 3.6,
      "motion_south": 3.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3562.0,
      "ebshear": 15.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.71,
      "flash_rate": 46.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6381
        },
        {
          "name": "alignment",
          "value": 1.4877
        },
        {
          "name": "tau",
          "value": 3.6314
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 3.6313891410827637,
      "coherence_diagnostics": {
        "tau": 3.6313891410827637,
        "grad_tau": 0.4004330039024353,
        "torsion": 0.0,
        "alignment": 1.4876770973205566,
        "S_field": 0.9285848736763,
        "Gamma_field": 0.29548463225364685,
        "S_over_Gamma": 3.142582654953003,
        "Da": 19.320446014404297,
        "E_coh": 0.9971710443496704,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.83,
              36.19
            ],
            [
              -87.81,
              36.19
            ],
            [
              -87.79,
              36.17
            ],
            [
              -87.79,
              36.13
            ],
            [
              -87.81,
              36.11
            ],
            [
              -87.83,
              36.11
            ],
            [
              -87.85,
              36.09
            ],
            [
              -87.85,
              36.07
            ],
            [
              -87.84,
              36.06
            ],
            [
              -87.78,
              36.06
            ],
            [
              -87.77,
              36.07
            ],
            [
              -87.75,
              36.07
            ],
            [
              -87.71,
              36.1
            ],
            [
              -87.66,
              36.1
            ],
            [
              -87.66,
              36.05
            ],
            [
              -87.67,
              36.03
            ],
            [
              -87.7,
              36.02
            ],
            [
              -87.73,
              35.99
            ],
            [
              -87.75,
              35.98
            ],
            [
              -87.78,
              35.98
            ],
            [
              -87.79,
              35.97
            ],
            [
              -87.83,
              36.0
            ],
            [
              -87.85,
              36.0
            ],
            [
              -87.87,
              35.98
            ],
            [
              -87.88,
              35.95
            ],
            [
              -87.93,
              35.9
            ],
            [
              -87.95,
              35.89
            ],
            [
              -88.01,
              35.89
            ],
            [
              -88.02,
              35.9
            ],
            [
              -88.02,
              35.95
            ],
            [
              -87.98,
              36.0
            ],
            [
              -87.97,
              36.04
            ],
            [
              -87.96,
              36.05
            ],
            [
              -87.97,
              36.07
            ],
            [
              -87.97,
              36.13
            ],
            [
              -87.96,
              36.14
            ],
            [
              -87.91,
              36.14
            ],
            [
              -87.89,
              36.12
            ],
            [
              -87.88,
              36.12
            ],
            [
              -87.86,
              36.14
            ],
            [
              -87.86,
              36.17
            ],
            [
              -87.83,
              36.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0447,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2b8b3f63b0d0ae58749b1d7c679fd7da5adffb27165b786c38eebd20fa9c16c"
      },
      "receipt_sha256": "d2b8b3f63b0d0ae58749b1d7c679fd7da5adffb27165b786c38eebd20fa9c16c"
    },
    {
      "storm_id": "3053",
      "lat": 37.7015,
      "lon": -89.869,
      "motion_east": 3.8,
      "motion_south": 3.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3584.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.5131
        },
        {
          "name": "alignment",
          "value": 1.845
        },
        {
          "name": "tau",
          "value": 3.4384
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 3.4384403228759766,
      "coherence_diagnostics": {
        "tau": 3.4384403228759766,
        "grad_tau": 0.10129324346780777,
        "torsion": 0.0,
        "alignment": 1.8449702262878418,
        "S_field": 0.9442248344421387,
        "Gamma_field": 0.3029846251010895,
        "S_over_Gamma": 3.1164116859436035,
        "Da": 18.82089614868164,
        "E_coh": 0.9922162890434265,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.97,
              37.77
            ],
            [
              -89.91,
              37.77
            ],
            [
              -89.9,
              37.76
            ],
            [
              -89.87,
              37.76
            ],
            [
              -89.86,
              37.75
            ],
            [
              -89.77,
              37.75
            ],
            [
              -89.75,
              37.74
            ],
            [
              -89.73,
              37.7
            ],
            [
              -89.73,
              37.65
            ],
            [
              -89.75,
              37.61
            ],
            [
              -89.76,
              37.6
            ],
            [
              -89.8,
              37.6
            ],
            [
              -89.84,
              37.63
            ],
            [
              -89.92,
              37.67
            ],
            [
              -89.94,
              37.67
            ],
            [
              -89.96,
              37.69
            ],
            [
              -89.97,
              37.69
            ],
            [
              -89.99,
              37.71
            ],
            [
              -89.99,
              37.74
            ],
            [
              -89.97,
              37.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0445,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f0df8c043641cc5583596d839c5f5167a659907e77a0a4e7dffe0b8dafd90b6"
      },
      "receipt_sha256": "1f0df8c043641cc5583596d839c5f5167a659907e77a0a4e7dffe0b8dafd90b6"
    },
    {
      "storm_id": "3044",
      "lat": 43.6419,
      "lon": -101.6225,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 392.0,
      "ebshear": 25.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5131
        },
        {
          "name": "alignment",
          "value": -1.1069
        },
        {
          "name": "tau",
          "value": 0.4354
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0444
      },
      "coherence_score": 0.4354056119918823,
      "coherence_diagnostics": {
        "tau": 0.4354056119918823,
        "grad_tau": 0.0339704230427742,
        "torsion": 0.0,
        "alignment": -1.1069118976593018,
        "S_field": 0.2776890993118286,
        "Gamma_field": 0.7829846143722534,
        "S_over_Gamma": 0.35465461015701294,
        "Da": 45.09941101074219,
        "E_coh": 0.7525649666786194,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.64,
              43.71
            ],
            [
              -101.59,
              43.71
            ],
            [
              -101.58,
              43.69
            ],
            [
              -101.54,
              43.66
            ],
            [
              -101.54,
              43.63
            ],
            [
              -101.58,
              43.6
            ],
            [
              -101.59,
              43.6
            ],
            [
              -101.6,
              43.58
            ],
            [
              -101.62,
              43.57
            ],
            [
              -101.66,
              43.57
            ],
            [
              -101.65,
              43.6
            ],
            [
              -101.69,
              43.62
            ],
            [
              -101.69,
              43.66
            ],
            [
              -101.68,
              43.68
            ],
            [
              -101.67,
              43.68
            ],
            [
              -101.64,
              43.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0444,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0444,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a305c057f7f0a3b07f0143f490f64305a022e194099c58bb8786ebf98ce9541a"
      },
      "receipt_sha256": "a305c057f7f0a3b07f0143f490f64305a022e194099c58bb8786ebf98ce9541a"
    },
    {
      "storm_id": "3536",
      "lat": 43.537,
      "lon": -101.774,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 405.0,
      "ebshear": 24.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5131
        },
        {
          "name": "alignment",
          "value": -1.1069
        },
        {
          "name": "tau",
          "value": 0.4354
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0444
      },
      "coherence_score": 0.4354056119918823,
      "coherence_diagnostics": {
        "tau": 0.4354056119918823,
        "grad_tau": 0.0339704230427742,
        "torsion": 0.0,
        "alignment": -1.1069118976593018,
        "S_field": 0.2776890993118286,
        "Gamma_field": 0.7829846143722534,
        "S_over_Gamma": 0.35465461015701294,
        "Da": 45.09941101074219,
        "E_coh": 0.7525649666786194,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.78,
              43.57
            ],
            [
              -101.75,
              43.57
            ],
            [
              -101.73,
              43.56
            ],
            [
              -101.73,
              43.51
            ],
            [
              -101.74,
              43.51
            ],
            [
              -101.76,
              43.49
            ],
            [
              -101.83,
              43.49
            ],
            [
              -101.83,
              43.55
            ],
            [
              -101.81,
              43.55
            ],
            [
              -101.78,
              43.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0444,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0444,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a305c057f7f0a3b07f0143f490f64305a022e194099c58bb8786ebf98ce9541a"
      },
      "receipt_sha256": "a305c057f7f0a3b07f0143f490f64305a022e194099c58bb8786ebf98ce9541a"
    },
    {
      "storm_id": "3180",
      "lat": 31.1565,
      "lon": -105.6653,
      "motion_east": -2.0,
      "motion_south": 2.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1888.0,
      "ebshear": 19.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.62,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7631
        },
        {
          "name": "alignment",
          "value": -2.0512
        },
        {
          "name": "tau",
          "value": 0.9503
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0443
      },
      "coherence_score": 0.950291633605957,
      "coherence_diagnostics": {
        "tau": 0.950291633605957,
        "grad_tau": 0.07599193602800369,
        "torsion": 0.0,
        "alignment": -2.0512163639068604,
        "S_field": 0.18351562321186066,
        "Gamma_field": 0.3313179612159729,
        "S_over_Gamma": 0.5538957715034485,
        "Da": 20.129344940185547,
        "E_coh": 0.7860403656959534,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.73,
              31.22
            ],
            [
              -105.69,
              31.22
            ],
            [
              -105.68,
              31.21
            ],
            [
              -105.6,
              31.21
            ],
            [
              -105.58,
              31.2
            ],
            [
              -105.56,
              31.18
            ],
            [
              -105.56,
              31.14
            ],
            [
              -105.57,
              31.12
            ],
            [
              -105.63,
              31.07
            ],
            [
              -105.65,
              31.06
            ],
            [
              -105.69,
              31.06
            ],
            [
              -105.69,
              31.08
            ],
            [
              -105.72,
              31.11
            ],
            [
              -105.75,
              31.17
            ],
            [
              -105.74,
              31.18
            ],
            [
              -105.74,
              31.21
            ],
            [
              -105.73,
              31.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0443,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0443,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fbbd8aca1715d614134cef2ff97ca1ba4ac8ff8a6557bd5c1aa070ad4be56be5"
      },
      "receipt_sha256": "fbbd8aca1715d614134cef2ff97ca1ba4ac8ff8a6557bd5c1aa070ad4be56be5"
    },
    {
      "storm_id": "3294",
      "lat": 38.7162,
      "lon": -91.1335,
      "motion_east": 2.9,
      "motion_south": 2.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3519.0,
      "ebshear": 15.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0131
        },
        {
          "name": "alignment",
          "value": 0.2857
        },
        {
          "name": "tau",
          "value": 2.9762
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 2.9762024879455566,
      "coherence_diagnostics": {
        "tau": 2.9762024879455566,
        "grad_tau": 0.6676180958747864,
        "torsion": 0.0,
        "alignment": 0.28571176528930664,
        "S_field": 1.0904594659805298,
        "Gamma_field": 0.2871513068675995,
        "S_over_Gamma": 3.7975082397460938,
        "Da": 17.59139060974121,
        "E_coh": 0.9698418974876404,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.24,
              38.8
            ],
            [
              -91.2,
              38.8
            ],
            [
              -91.14,
              38.75
            ],
            [
              -91.08,
              38.75
            ],
            [
              -91.05,
              38.71
            ],
            [
              -91.0,
              38.71
            ],
            [
              -90.98,
              38.69
            ],
            [
              -90.97,
              38.69
            ],
            [
              -90.98,
              38.68
            ],
            [
              -90.97,
              38.63
            ],
            [
              -91.02,
              38.63
            ],
            [
              -91.05,
              38.66
            ],
            [
              -91.07,
              38.66
            ],
            [
              -91.1,
              38.68
            ],
            [
              -91.12,
              38.68
            ],
            [
              -91.12,
              38.7
            ],
            [
              -91.14,
              38.72
            ],
            [
              -91.17,
              38.72
            ],
            [
              -91.23,
              38.67
            ],
            [
              -91.25,
              38.67
            ],
            [
              -91.28,
              38.73
            ],
            [
              -91.28,
              38.75
            ],
            [
              -91.27,
              38.76
            ],
            [
              -91.27,
              38.79
            ],
            [
              -91.25,
              38.79
            ],
            [
              -91.24,
              38.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0442,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
      },
      "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
    },
    {
      "storm_id": "3427",
      "lat": 31.1788,
      "lon": -105.1506,
      "motion_east": 0.0,
      "motion_south": 1.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1550.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8881
        },
        {
          "name": "alignment",
          "value": -1.1071
        },
        {
          "name": "tau",
          "value": 1.0164
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 1.0163531303405762,
      "coherence_diagnostics": {
        "tau": 1.0163531303405762,
        "grad_tau": 0.11929761618375778,
        "torsion": 0.0,
        "alignment": -1.1071206331253052,
        "S_field": 0.4518989622592926,
        "Gamma_field": 0.4079846143722534,
        "S_over_Gamma": 1.1076372861862183,
        "Da": 24.653940200805664,
        "E_coh": 0.8973581790924072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.19,
              31.25
            ],
            [
              -105.15,
              31.25
            ],
            [
              -105.14,
              31.24
            ],
            [
              -105.13,
              31.25
            ],
            [
              -105.12,
              31.24
            ],
            [
              -105.12,
              31.19
            ],
            [
              -105.13,
              31.17
            ],
            [
              -105.09,
              31.13
            ],
            [
              -105.11,
              31.09
            ],
            [
              -105.14,
              31.09
            ],
            [
              -105.14,
              31.11
            ],
            [
              -105.16,
              31.12
            ],
            [
              -105.17,
              31.13
            ],
            [
              -105.17,
              31.15
            ],
            [
              -105.2,
              31.17
            ],
            [
              -105.21,
              31.21
            ],
            [
              -105.19,
              31.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0442,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
      },
      "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
    },
    {
      "storm_id": "3440",
      "lat": 41.3856,
      "lon": -97.1667,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3242.0,
      "ebshear": 19.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.6381
        },
        {
          "name": "alignment",
          "value": 1.8362
        },
        {
          "name": "tau",
          "value": 0.8846
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.8845704793930054,
      "coherence_diagnostics": {
        "tau": 0.8845704793930054,
        "grad_tau": 0.33092138171195984,
        "torsion": 0.0,
        "alignment": 1.8361989259719849,
        "S_field": 0.2943264842033386,
        "Gamma_field": 0.6288179755210876,
        "S_over_Gamma": 0.468063086271286,
        "Da": 42.0012092590332,
        "E_coh": 0.7916035652160645,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.2,
              41.41
            ],
            [
              -97.15,
              41.41
            ],
            [
              -97.15,
              41.4
            ],
            [
              -97.12,
              41.38
            ],
            [
              -97.12,
              41.35
            ],
            [
              -97.18,
              41.35
            ],
            [
              -97.19,
              41.36
            ],
            [
              -97.19,
              41.4
            ],
            [
              -97.2,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0442,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
      },
      "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
    },
    {
      "storm_id": "3618",
      "lat": 37.2025,
      "lon": -88.2613,
      "motion_east": 1.7,
      "motion_south": 3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4021.0,
      "ebshear": 13.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0131
        },
        {
          "name": "alignment",
          "value": 1.6249
        },
        {
          "name": "tau",
          "value": 3.8189
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 3.818875312805176,
      "coherence_diagnostics": {
        "tau": 3.818875312805176,
        "grad_tau": 0.25294727087020874,
        "torsion": 0.0,
        "alignment": 1.624929666519165,
        "S_field": 1.2321743965148926,
        "Gamma_field": 0.23798461258411407,
        "S_over_Gamma": 5.17753791809082,
        "Da": 15.494078636169434,
        "E_coh": 0.9916472434997559,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.27,
              37.23
            ],
            [
              -88.23,
              37.23
            ],
            [
              -88.23,
              37.18
            ],
            [
              -88.24,
              37.17
            ],
            [
              -88.27,
              37.17
            ],
            [
              -88.29,
              37.19
            ],
            [
              -88.29,
              37.22
            ],
            [
              -88.27,
              37.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0442,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
      },
      "receipt_sha256": "6202bd6c1e011fe241658b5965b46c75ba133a873978fafe18539b837a11eb88"
    },
    {
      "storm_id": "2107",
      "lat": 34.6946,
      "lon": -111.2277,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 587.0,
      "ebshear": 15.0,
      "srh01": 6.0,
      "maxllaz": 0.006,
      "mesh": 0.24,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0131
        },
        {
          "name": "alignment",
          "value": 1.9306
        },
        {
          "name": "tau",
          "value": 0.3841
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 0.3841148614883423,
      "coherence_diagnostics": {
        "tau": 0.3841148614883423,
        "grad_tau": 0.12408778816461563,
        "torsion": 0.0,
        "alignment": 1.9305925369262695,
        "S_field": 0.1719079613685608,
        "Gamma_field": 0.6104846596717834,
        "S_over_Gamma": 0.28159260749816895,
        "Da": 37.15245056152344,
        "E_coh": 0.944418728351593,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.22,
              34.73
            ],
            [
              -111.21,
              34.72
            ],
            [
              -111.19,
              34.72
            ],
            [
              -111.18,
              34.7
            ],
            [
              -111.2,
              34.68
            ],
            [
              -111.2,
              34.66
            ],
            [
              -111.22,
              34.64
            ],
            [
              -111.26,
              34.64
            ],
            [
              -111.28,
              34.66
            ],
            [
              -111.28,
              34.71
            ],
            [
              -111.27,
              34.72
            ],
            [
              -111.23,
              34.72
            ],
            [
              -111.22,
              34.73
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.044,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4c1e232baca5b553cd92e3d7a99bbf8fe6a4286b392bc9b3dfa30e7cb37b6c3"
      },
      "receipt_sha256": "f4c1e232baca5b553cd92e3d7a99bbf8fe6a4286b392bc9b3dfa30e7cb37b6c3"
    },
    {
      "storm_id": "3122",
      "lat": 34.5382,
      "lon": -110.9327,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 718.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.006,
      "mesh": 0.3,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0131
        },
        {
          "name": "alignment",
          "value": 1.9306
        },
        {
          "name": "tau",
          "value": 0.3841
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 0.3841148614883423,
      "coherence_diagnostics": {
        "tau": 0.3841148614883423,
        "grad_tau": 0.12408778816461563,
        "torsion": 0.0,
        "alignment": 1.9305925369262695,
        "S_field": 0.1719079613685608,
        "Gamma_field": 0.6104846596717834,
        "S_over_Gamma": 0.28159260749816895,
        "Da": 37.15245056152344,
        "E_coh": 0.944418728351593,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.93,
              34.58
            ],
            [
              -110.91,
              34.58
            ],
            [
              -110.9,
              34.56
            ],
            [
              -110.91,
              34.55
            ],
            [
              -110.91,
              34.53
            ],
            [
              -110.9,
              34.52
            ],
            [
              -110.94,
              34.49
            ],
            [
              -110.97,
              34.49
            ],
            [
              -110.98,
              34.5
            ],
            [
              -110.98,
              34.54
            ],
            [
              -110.93,
              34.58
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.044,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4c1e232baca5b553cd92e3d7a99bbf8fe6a4286b392bc9b3dfa30e7cb37b6c3"
      },
      "receipt_sha256": "f4c1e232baca5b553cd92e3d7a99bbf8fe6a4286b392bc9b3dfa30e7cb37b6c3"
    },
    {
      "storm_id": "3062",
      "lat": 36.1797,
      "lon": -85.602,
      "motion_east": 2.7,
      "motion_south": 1.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3560.0,
      "ebshear": 16.0,
      "srh01": 18.0,
      "maxllaz": 0.005,
      "mesh": 0.3,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2631
        },
        {
          "name": "alignment",
          "value": 1.3665
        },
        {
          "name": "tau",
          "value": 4.3096
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 4.309560775756836,
      "coherence_diagnostics": {
        "tau": 4.309560775756836,
        "grad_tau": 0.18417266011238098,
        "torsion": 0.0,
        "alignment": 1.36646568775177,
        "S_field": 1.6014468669891357,
        "Gamma_field": 0.23048461973667145,
        "S_over_Gamma": 6.948172569274902,
        "Da": 15.190495491027832,
        "E_coh": 0.9946117401123047,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.76,
              36.26
            ],
            [
              -85.7,
              36.26
            ],
            [
              -85.69,
              36.25
            ],
            [
              -85.66,
              36.25
            ],
            [
              -85.65,
              36.24
            ],
            [
              -85.65,
              36.22
            ],
            [
              -85.61,
              36.19
            ],
            [
              -85.57,
              36.19
            ],
            [
              -85.56,
              36.2
            ],
            [
              -85.46,
              36.2
            ],
            [
              -85.43,
              36.17
            ],
            [
              -85.41,
              36.17
            ],
            [
              -85.4,
              36.16
            ],
            [
              -85.4,
              36.12
            ],
            [
              -85.42,
              36.09
            ],
            [
              -85.46,
              36.09
            ],
            [
              -85.47,
              36.08
            ],
            [
              -85.55,
              36.09
            ],
            [
              -85.59,
              36.11
            ],
            [
              -85.59,
              36.12
            ],
            [
              -85.61,
              36.14
            ],
            [
              -85.61,
              36.16
            ],
            [
              -85.64,
              36.19
            ],
            [
              -85.66,
              36.19
            ],
            [
              -85.67,
              36.18
            ],
            [
              -85.75,
              36.18
            ],
            [
              -85.77,
              36.19
            ],
            [
              -85.78,
              36.2
            ],
            [
              -85.78,
              36.24
            ],
            [
              -85.76,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0438,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc5065ace162937918025bd3f10c8224cfb3ce338e87de427bb261042a6aabc7"
      },
      "receipt_sha256": "bc5065ace162937918025bd3f10c8224cfb3ce338e87de427bb261042a6aabc7"
    },
    {
      "storm_id": "3163",
      "lat": 35.4033,
      "lon": -112.3411,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 444.0,
      "ebshear": 19.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0131
        },
        {
          "name": "alignment",
          "value": 2.1212
        },
        {
          "name": "tau",
          "value": 0.3441
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 0.3441006541252136,
      "coherence_diagnostics": {
        "tau": 0.3441006541252136,
        "grad_tau": 0.10162828862667084,
        "torsion": 0.0,
        "alignment": 2.121183156967163,
        "S_field": 0.08827196806669235,
        "Gamma_field": 0.42715129256248474,
        "S_over_Gamma": 0.2066527009010315,
        "Da": 25.744808197021484,
        "E_coh": 0.4187411367893219,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.32,
              35.43
            ],
            [
              -112.3,
              35.42
            ],
            [
              -112.31,
              35.39
            ],
            [
              -112.36,
              35.36
            ],
            [
              -112.38,
              35.36
            ],
            [
              -112.38,
              35.4
            ],
            [
              -112.37,
              35.42
            ],
            [
              -112.33,
              35.42
            ],
            [
              -112.32,
              35.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0437,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d05e939f28ec5f13fd5a9c99f36b14ffa1add02d075b3f2fc1ed2e17a08391b"
      },
      "receipt_sha256": "4d05e939f28ec5f13fd5a9c99f36b14ffa1add02d075b3f2fc1ed2e17a08391b"
    },
    {
      "storm_id": "3542",
      "lat": 38.0367,
      "lon": -114.1387,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 675.0,
      "ebshear": 14.0,
      "srh01": 23.0,
      "maxllaz": 0.0,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.5131
        },
        {
          "name": "alignment",
          "value": 0.1713
        },
        {
          "name": "tau",
          "value": 0.2303
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 0.23033446073532104,
      "coherence_diagnostics": {
        "tau": 0.23033446073532104,
        "grad_tau": 0.05534153804183006,
        "torsion": 0.0,
        "alignment": 0.17128486931324005,
        "S_field": 0.02977980487048626,
        "Gamma_field": 0.4813179671764374,
        "S_over_Gamma": 0.061871375888586044,
        "Da": 31.826854705810547,
        "E_coh": 0.2008809596300125,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.14,
              38.07
            ],
            [
              -114.13,
              38.06
            ],
            [
              -114.09,
              38.06
            ],
            [
              -114.12,
              38.03
            ],
            [
              -114.11,
              38.01
            ],
            [
              -114.12,
              37.99
            ],
            [
              -114.14,
              37.99
            ],
            [
              -114.15,
              38.0
            ],
            [
              -114.15,
              38.02
            ],
            [
              -114.14,
              38.03
            ],
            [
              -114.16,
              38.05
            ],
            [
              -114.17,
              38.05
            ],
            [
              -114.17,
              38.06
            ],
            [
              -114.15,
              38.06
            ],
            [
              -114.14,
              38.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0437,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d05e939f28ec5f13fd5a9c99f36b14ffa1add02d075b3f2fc1ed2e17a08391b"
      },
      "receipt_sha256": "4d05e939f28ec5f13fd5a9c99f36b14ffa1add02d075b3f2fc1ed2e17a08391b"
    },
    {
      "storm_id": "3570",
      "lat": 42.0845,
      "lon": -105.92,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 352.0,
      "ebshear": 10.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6381
        },
        {
          "name": "alignment",
          "value": -0.4986
        },
        {
          "name": "tau",
          "value": 0.3454
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 0.3454153537750244,
      "coherence_diagnostics": {
        "tau": 0.3454153537750244,
        "grad_tau": 0.06131759285926819,
        "torsion": 0.0,
        "alignment": -0.49862948060035706,
        "S_field": 0.09237129986286163,
        "Gamma_field": 0.512151300907135,
        "S_over_Gamma": 0.1803593933582306,
        "Da": 29.946455001831055,
        "E_coh": 0.33393537998199463,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.93,
              42.11
            ],
            [
              -105.91,
              42.11
            ],
            [
              -105.9,
              42.1
            ],
            [
              -105.9,
              42.09
            ],
            [
              -105.88,
              42.07
            ],
            [
              -105.88,
              42.05
            ],
            [
              -105.95,
              42.05
            ],
            [
              -105.96,
              42.06
            ],
            [
              -105.94,
              42.08
            ],
            [
              -105.94,
              42.1
            ],
            [
              -105.93,
              42.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0437,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4d05e939f28ec5f13fd5a9c99f36b14ffa1add02d075b3f2fc1ed2e17a08391b"
      },
      "receipt_sha256": "4d05e939f28ec5f13fd5a9c99f36b14ffa1add02d075b3f2fc1ed2e17a08391b"
    },
    {
      "storm_id": "3404",
      "lat": 39.0033,
      "lon": -92.72,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3942.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5131
        },
        {
          "name": "alignment",
          "value": -0.27
        },
        {
          "name": "tau",
          "value": 3.1306
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 3.1306190490722656,
      "coherence_diagnostics": {
        "tau": 3.1306190490722656,
        "grad_tau": 0.22861655056476593,
        "torsion": 0.0,
        "alignment": -0.2699659764766693,
        "S_field": 1.4475114345550537,
        "Gamma_field": 0.2763179540634155,
        "S_over_Gamma": 5.238571643829346,
        "Da": 17.0642147064209,
        "E_coh": 0.996632993221283,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.71,
              39.05
            ],
            [
              -92.67,
              39.02
            ],
            [
              -92.67,
              38.98
            ],
            [
              -92.71,
              38.95
            ],
            [
              -92.74,
              38.95
            ],
            [
              -92.76,
              38.97
            ],
            [
              -92.76,
              39.02
            ],
            [
              -92.75,
              39.04
            ],
            [
              -92.71,
              39.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0435,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5be046fa888bd986782ae3a6241e022e2ba165b54622d2d16be13ee3a244ad8"
      },
      "receipt_sha256": "e5be046fa888bd986782ae3a6241e022e2ba165b54622d2d16be13ee3a244ad8"
    },
    {
      "storm_id": "2363",
      "lat": 33.9133,
      "lon": -109.37,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1111.0,
      "ebshear": 11.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7631
        },
        {
          "name": "alignment",
          "value": -1.367
        },
        {
          "name": "tau",
          "value": 0.4797
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0431
      },
      "coherence_score": 0.4797344207763672,
      "coherence_diagnostics": {
        "tau": 0.4797344207763672,
        "grad_tau": 0.20809152722358704,
        "torsion": 0.0,
        "alignment": -1.367021083831787,
        "S_field": 0.044273898005485535,
        "Gamma_field": 0.47798463702201843,
        "S_over_Gamma": 0.092626191675663,
        "Da": 29.382389068603516,
        "E_coh": 0.25955823063850403,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.38,
              33.94
            ],
            [
              -109.35,
              33.94
            ],
            [
              -109.34,
              33.93
            ],
            [
              -109.34,
              33.89
            ],
            [
              -109.35,
              33.88
            ],
            [
              -109.39,
              33.88
            ],
            [
              -109.4,
              33.89
            ],
            [
              -109.4,
              33.93
            ],
            [
              -109.38,
              33.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0431,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0431,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2518e2652676a0504fcde8e9dd899c963a4ae277895ead4593af772c4dce0ff"
      },
      "receipt_sha256": "e2518e2652676a0504fcde8e9dd899c963a4ae277895ead4593af772c4dce0ff"
    },
    {
      "storm_id": "3522",
      "lat": 31.5121,
      "lon": -83.6264,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1985.0,
      "ebshear": 9.0,
      "srh01": 26.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.5131
        },
        {
          "name": "alignment",
          "value": 1.4894
        },
        {
          "name": "tau",
          "value": 3.1445
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0431
      },
      "coherence_score": 3.1445374488830566,
      "coherence_diagnostics": {
        "tau": 3.1445374488830566,
        "grad_tau": 0.041107043623924255,
        "torsion": 0.0,
        "alignment": 1.48939847946167,
        "S_field": 1.198859691619873,
        "Gamma_field": 0.27715128660202026,
        "S_over_Gamma": 4.325650691986084,
        "Da": 15.667176246643066,
        "E_coh": 0.9466145038604736,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.63,
              31.56
            ],
            [
              -83.61,
              31.54
            ],
            [
              -83.62,
              31.52
            ],
            [
              -83.59,
              31.49
            ],
            [
              -83.59,
              31.48
            ],
            [
              -83.61,
              31.48
            ],
            [
              -83.62,
              31.47
            ],
            [
              -83.64,
              31.47
            ],
            [
              -83.65,
              31.48
            ],
            [
              -83.65,
              31.51
            ],
            [
              -83.64,
              31.52
            ],
            [
              -83.64,
              31.54
            ],
            [
              -83.65,
              31.55
            ],
            [
              -83.63,
              31.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0431,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0431,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2518e2652676a0504fcde8e9dd899c963a4ae277895ead4593af772c4dce0ff"
      },
      "receipt_sha256": "e2518e2652676a0504fcde8e9dd899c963a4ae277895ead4593af772c4dce0ff"
    },
    {
      "storm_id": "3568",
      "lat": 50.6311,
      "lon": -66.1356,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1381
        },
        {
          "name": "alignment",
          "value": 0.0
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0431
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.0,
        "torsion": 0.0,
        "alignment": 0.0,
        "S_field": 0.16477817296981812,
        "Gamma_field": 0.15381795167922974,
        "S_over_Gamma": 1.0712544918060303,
        "Da": 8.214746475219727,
        "E_coh": 0.31626397371292114,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -66.16,
              50.66
            ],
            [
              -66.1,
              50.66
            ],
            [
              -66.08,
              50.64
            ],
            [
              -66.08,
              50.63
            ],
            [
              -66.12,
              50.59
            ],
            [
              -66.16,
              50.59
            ],
            [
              -66.18,
              50.6
            ],
            [
              -66.18,
              50.65
            ],
            [
              -66.16,
              50.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0431,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0431,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2518e2652676a0504fcde8e9dd899c963a4ae277895ead4593af772c4dce0ff"
      },
      "receipt_sha256": "e2518e2652676a0504fcde8e9dd899c963a4ae277895ead4593af772c4dce0ff"
    },
    {
      "storm_id": "2327",
      "lat": 36.9284,
      "lon": -86.2578,
      "motion_east": 1.3,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3256.0,
      "ebshear": 14.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.5131
        },
        {
          "name": "alignment",
          "value": 0.6595
        },
        {
          "name": "tau",
          "value": 4.253
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 4.2530317306518555,
      "coherence_diagnostics": {
        "tau": 4.2530317306518555,
        "grad_tau": 0.33059242367744446,
        "torsion": 0.0,
        "alignment": 0.6594860553741455,
        "S_field": 1.5575246810913086,
        "Gamma_field": 0.22381794452667236,
        "S_over_Gamma": 6.958890914916992,
        "Da": 14.267340660095215,
        "E_coh": 0.9849865436553955,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.37,
              37.06
            ],
            [
              -86.36,
              37.05
            ],
            [
              -86.35,
              37.06
            ],
            [
              -86.34,
              37.05
            ],
            [
              -86.32,
              37.05
            ],
            [
              -86.28,
              37.03
            ],
            [
              -86.21,
              37.03
            ],
            [
              -86.2,
              37.04
            ],
            [
              -86.15,
              37.04
            ],
            [
              -86.15,
              36.99
            ],
            [
              -86.09,
              36.87
            ],
            [
              -86.1,
              36.85
            ],
            [
              -86.1,
              36.78
            ],
            [
              -86.11,
              36.77
            ],
            [
              -86.11,
              36.75
            ],
            [
              -86.17,
              36.75
            ],
            [
              -86.2,
              36.78
            ],
            [
              -86.26,
              36.81
            ],
            [
              -86.28,
              36.84
            ],
            [
              -86.31,
              36.84
            ],
            [
              -86.31,
              36.87
            ],
            [
              -86.32,
              36.88
            ],
            [
              -86.31,
              36.9
            ],
            [
              -86.28,
              36.9
            ],
            [
              -86.27,
              36.89
            ],
            [
              -86.26,
              36.9
            ],
            [
              -86.24,
              36.88
            ],
            [
              -86.23,
              36.89
            ],
            [
              -86.23,
              36.91
            ],
            [
              -86.25,
              36.92
            ],
            [
              -86.25,
              36.93
            ],
            [
              -86.28,
              36.96
            ],
            [
              -86.35,
              36.97
            ],
            [
              -86.37,
              36.99
            ],
            [
              -86.37,
              37.01
            ],
            [
              -86.39,
              37.05
            ],
            [
              -86.37,
              37.06
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.043,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
      },
      "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
    },
    {
      "storm_id": "2532",
      "lat": 36.7667,
      "lon": -83.8489,
      "motion_east": 1.9,
      "motion_south": 2.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2713.0,
      "ebshear": 20.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6381
        },
        {
          "name": "alignment",
          "value": -0.1034
        },
        {
          "name": "tau",
          "value": 4.0767
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 4.076693058013916,
      "coherence_diagnostics": {
        "tau": 4.076693058013916,
        "grad_tau": 0.3428877592086792,
        "torsion": 0.0,
        "alignment": -0.10342156887054443,
        "S_field": 1.3233312368392944,
        "Gamma_field": 0.23298461735248566,
        "S_over_Gamma": 5.679908275604248,
        "Da": 14.310260772705078,
        "E_coh": 0.9658406376838684,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.87,
              36.8
            ],
            [
              -83.83,
              36.8
            ],
            [
              -83.81,
              36.78
            ],
            [
              -83.81,
              36.74
            ],
            [
              -83.82,
              36.73
            ],
            [
              -83.86,
              36.73
            ],
            [
              -83.88,
              36.74
            ],
            [
              -83.89,
              36.78
            ],
            [
              -83.87,
              36.8
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.043,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
      },
      "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
    },
    {
      "storm_id": "3108",
      "lat": 38.6019,
      "lon": -89.4931,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3339.0,
      "ebshear": 18.0,
      "srh01": 8.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.1381
        },
        {
          "name": "alignment",
          "value": 0.4379
        },
        {
          "name": "tau",
          "value": 3.4232
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 3.4231505393981934,
      "coherence_diagnostics": {
        "tau": 3.4231505393981934,
        "grad_tau": 0.341933935880661,
        "torsion": 0.0,
        "alignment": 0.43790578842163086,
        "S_field": 1.4610265493392944,
        "Gamma_field": 0.2388179451227188,
        "S_over_Gamma": 6.11774206161499,
        "Da": 14.425996780395508,
        "E_coh": 0.989013671875,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.54,
              38.66
            ],
            [
              -89.51,
              38.66
            ],
            [
              -89.5,
              38.65
            ],
            [
              -89.46,
              38.65
            ],
            [
              -89.44,
              38.64
            ],
            [
              -89.44,
              38.62
            ],
            [
              -89.45,
              38.61
            ],
            [
              -89.44,
              38.57
            ],
            [
              -89.46,
              38.55
            ],
            [
              -89.48,
              38.55
            ],
            [
              -89.5,
              38.53
            ],
            [
              -89.52,
              38.54
            ],
            [
              -89.52,
              38.55
            ],
            [
              -89.55,
              38.59
            ],
            [
              -89.54,
              38.6
            ],
            [
              -89.54,
              38.66
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.043,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
      },
      "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
    },
    {
      "storm_id": "3155",
      "lat": 36.763,
      "lon": -84.047,
      "motion_east": 2.3,
      "motion_south": 3.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2846.0,
      "ebshear": 20.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6381
        },
        {
          "name": "alignment",
          "value": -0.1034
        },
        {
          "name": "tau",
          "value": 4.0767
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 4.076693058013916,
      "coherence_diagnostics": {
        "tau": 4.076693058013916,
        "grad_tau": 0.3428877592086792,
        "torsion": 0.0,
        "alignment": -0.10342156887054443,
        "S_field": 1.3233312368392944,
        "Gamma_field": 0.23298461735248566,
        "S_over_Gamma": 5.679908275604248,
        "Da": 14.310260772705078,
        "E_coh": 0.9658406376838684,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.05,
              36.8
            ],
            [
              -84.0,
              36.8
            ],
            [
              -83.98,
              36.78
            ],
            [
              -83.98,
              36.75
            ],
            [
              -84.02,
              36.72
            ],
            [
              -84.08,
              36.71
            ],
            [
              -84.11,
              36.73
            ],
            [
              -84.11,
              36.76
            ],
            [
              -84.09,
              36.78
            ],
            [
              -84.05,
              36.8
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.043,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
      },
      "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
    },
    {
      "storm_id": "3546",
      "lat": 36.7518,
      "lon": -84.2518,
      "motion_east": 2.3,
      "motion_south": 3.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2813.0,
      "ebshear": 19.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6381
        },
        {
          "name": "alignment",
          "value": -0.1034
        },
        {
          "name": "tau",
          "value": 4.0767
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 4.076693058013916,
      "coherence_diagnostics": {
        "tau": 4.076693058013916,
        "grad_tau": 0.3428877592086792,
        "torsion": 0.0,
        "alignment": -0.10342156887054443,
        "S_field": 1.3233312368392944,
        "Gamma_field": 0.23298461735248566,
        "S_over_Gamma": 5.679908275604248,
        "Da": 14.310260772705078,
        "E_coh": 0.9658406376838684,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.3,
              36.8
            ],
            [
              -84.26,
              36.8
            ],
            [
              -84.18,
              36.76
            ],
            [
              -84.18,
              36.71
            ],
            [
              -84.2,
              36.7
            ],
            [
              -84.21,
              36.71
            ],
            [
              -84.24,
              36.71
            ],
            [
              -84.28,
              36.73
            ],
            [
              -84.31,
              36.76
            ],
            [
              -84.31,
              36.79
            ],
            [
              -84.3,
              36.8
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.043,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
      },
      "receipt_sha256": "7758fe5fbd8c0fb7c1ebec48b49cd4659e0b875050c612c04a7e111054304563"
    },
    {
      "storm_id": "3571",
      "lat": 39.292,
      "lon": -96.2187,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3142.0,
      "ebshear": 11.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7631
        },
        {
          "name": "alignment",
          "value": 0.2825
        },
        {
          "name": "tau",
          "value": 1.3222
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 1.3221749067306519,
      "coherence_diagnostics": {
        "tau": 1.3221749067306519,
        "grad_tau": 0.5422790050506592,
        "torsion": 0.0,
        "alignment": 0.28254467248916626,
        "S_field": 0.5206276178359985,
        "Gamma_field": 0.43631798028945923,
        "S_over_Gamma": 1.1932297945022583,
        "Da": 26.46398162841797,
        "E_coh": 0.9706389307975769,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.24,
              39.35
            ],
            [
              -96.15,
              39.35
            ],
            [
              -96.17,
              39.31
            ],
            [
              -96.19,
              39.31
            ],
            [
              -96.2,
              39.32
            ],
            [
              -96.22,
              39.3
            ],
            [
              -96.22,
              39.28
            ],
            [
              -96.21,
              39.27
            ],
            [
              -96.23,
              39.25
            ],
            [
              -96.23,
              39.24
            ],
            [
              -96.25,
              39.24
            ],
            [
              -96.24,
              39.26
            ],
            [
              -96.25,
              39.27
            ],
            [
              -96.24,
              39.28
            ],
            [
              -96.24,
              39.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0425,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76a3cd06ed80e1dcec4d60cec708b0f57326cfaa9855a8ff551510c3ad11d97a"
      },
      "receipt_sha256": "76a3cd06ed80e1dcec4d60cec708b0f57326cfaa9855a8ff551510c3ad11d97a"
    },
    {
      "storm_id": "2109",
      "lat": 34.0722,
      "lon": -97.2322,
      "motion_east": 2.0,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2842.0,
      "ebshear": 9.0,
      "srh01": 39.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -0.5338
        },
        {
          "name": "tau",
          "value": 1.7597
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 1.7597206830978394,
      "coherence_diagnostics": {
        "tau": 1.7597206830978394,
        "grad_tau": 0.41968122124671936,
        "torsion": 0.0,
        "alignment": -0.5337896943092346,
        "S_field": 0.4500437080860138,
        "Gamma_field": 0.4446513056755066,
        "S_over_Gamma": 1.0121272802352905,
        "Da": 26.340003967285156,
        "E_coh": 0.9525987505912781,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.26,
              34.12
            ],
            [
              -97.21,
              34.12
            ],
            [
              -97.18,
              34.09
            ],
            [
              -97.18,
              34.03
            ],
            [
              -97.2,
              34.01
            ],
            [
              -97.24,
              34.01
            ],
            [
              -97.28,
              34.05
            ],
            [
              -97.28,
              34.1
            ],
            [
              -97.26,
              34.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0424,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "043967ce29082ce18424e1d734ddb3404acf9f2d4134699d37bc009e29b58cee"
      },
      "receipt_sha256": "043967ce29082ce18424e1d734ddb3404acf9f2d4134699d37bc009e29b58cee"
    },
    {
      "storm_id": "3008",
      "lat": 38.5989,
      "lon": -93.9633,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3180.0,
      "ebshear": 9.0,
      "srh01": 3.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1381
        },
        {
          "name": "alignment",
          "value": 0.6847
        },
        {
          "name": "tau",
          "value": 2.9032
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 2.903176784515381,
      "coherence_diagnostics": {
        "tau": 2.903176784515381,
        "grad_tau": 0.4482976794242859,
        "torsion": 0.0,
        "alignment": 0.6846895217895508,
        "S_field": 1.303541898727417,
        "Gamma_field": 0.2671512961387634,
        "S_over_Gamma": 4.8794145584106445,
        "Da": 16.27692413330078,
        "E_coh": 0.9934713840484619,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.98,
              38.63
            ],
            [
              -93.96,
              38.63
            ],
            [
              -93.93,
              38.6
            ],
            [
              -93.92,
              38.58
            ],
            [
              -93.93,
              38.56
            ],
            [
              -93.98,
              38.56
            ],
            [
              -94.0,
              38.58
            ],
            [
              -93.99,
              38.62
            ],
            [
              -93.98,
              38.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0423,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a916761b51d96d7fe8a7f8229fa1def7315363e3aa9ebca30e59ba4df1b8380"
      },
      "receipt_sha256": "0a916761b51d96d7fe8a7f8229fa1def7315363e3aa9ebca30e59ba4df1b8380"
    },
    {
      "storm_id": "3560",
      "lat": 31.74,
      "lon": -104.4307,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 791.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7631
        },
        {
          "name": "alignment",
          "value": 1.5932
        },
        {
          "name": "tau",
          "value": 1.0915
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 1.091515064239502,
      "coherence_diagnostics": {
        "tau": 1.091515064239502,
        "grad_tau": 0.056691836565732956,
        "torsion": 0.0,
        "alignment": 1.593246340751648,
        "S_field": 0.5614227056503296,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.4755463600158691,
        "Da": 23.838211059570312,
        "E_coh": 0.9452536106109619,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.47,
              31.78
            ],
            [
              -104.45,
              31.77
            ],
            [
              -104.41,
              31.77
            ],
            [
              -104.39,
              31.78
            ],
            [
              -104.38,
              31.77
            ],
            [
              -104.39,
              31.75
            ],
            [
              -104.39,
              31.72
            ],
            [
              -104.38,
              31.71
            ],
            [
              -104.39,
              31.7
            ],
            [
              -104.45,
              31.7
            ],
            [
              -104.46,
              31.69
            ],
            [
              -104.48,
              31.69
            ],
            [
              -104.48,
              31.74
            ],
            [
              -104.47,
              31.75
            ],
            [
              -104.47,
              31.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0423,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a916761b51d96d7fe8a7f8229fa1def7315363e3aa9ebca30e59ba4df1b8380"
      },
      "receipt_sha256": "0a916761b51d96d7fe8a7f8229fa1def7315363e3aa9ebca30e59ba4df1b8380"
    },
    {
      "storm_id": "2349",
      "lat": 40.8656,
      "lon": -105.4211,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 519.0,
      "ebshear": 17.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.3881
        },
        {
          "name": "alignment",
          "value": -0.1585
        },
        {
          "name": "tau",
          "value": 0.2947
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 0.29473549127578735,
      "coherence_diagnostics": {
        "tau": 0.29473549127578735,
        "grad_tau": 0.03801104798913002,
        "torsion": 0.0,
        "alignment": -0.1584818810224533,
        "S_field": 0.09101555496454239,
        "Gamma_field": 0.5071513056755066,
        "S_over_Gamma": 0.17946429550647736,
        "Da": 30.1243896484375,
        "E_coh": 0.6311206221580505,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.43,
              40.9
            ],
            [
              -105.4,
              40.89
            ],
            [
              -105.39,
              40.87
            ],
            [
              -105.39,
              40.84
            ],
            [
              -105.41,
              40.83
            ],
            [
              -105.44,
              40.83
            ],
            [
              -105.45,
              40.84
            ],
            [
              -105.45,
              40.89
            ],
            [
              -105.43,
              40.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0422,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0422,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40498da9c02373471b622cae5ac382a5752ac75ea4b198fa008101e72e8ba1af"
      },
      "receipt_sha256": "40498da9c02373471b622cae5ac382a5752ac75ea4b198fa008101e72e8ba1af"
    },
    {
      "storm_id": "2762",
      "lat": 36.7867,
      "lon": -84.525,
      "motion_east": 1.2,
      "motion_south": 1.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2733.0,
      "ebshear": 21.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6381
        },
        {
          "name": "alignment",
          "value": -0.1034
        },
        {
          "name": "tau",
          "value": 4.0767
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 4.076693058013916,
      "coherence_diagnostics": {
        "tau": 4.076693058013916,
        "grad_tau": 0.3428877592086792,
        "torsion": 0.0,
        "alignment": -0.10342156887054443,
        "S_field": 1.3233312368392944,
        "Gamma_field": 0.23298461735248566,
        "S_over_Gamma": 5.679908275604248,
        "Da": 14.310260772705078,
        "E_coh": 0.9658406376838684,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.49,
              36.84
            ],
            [
              -84.46,
              36.84
            ],
            [
              -84.46,
              36.78
            ],
            [
              -84.51,
              36.74
            ],
            [
              -84.54,
              36.74
            ],
            [
              -84.55,
              36.73
            ],
            [
              -84.57,
              36.74
            ],
            [
              -84.58,
              36.75
            ],
            [
              -84.58,
              36.8
            ],
            [
              -84.55,
              36.82
            ],
            [
              -84.52,
              36.82
            ],
            [
              -84.49,
              36.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0422,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0422,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40498da9c02373471b622cae5ac382a5752ac75ea4b198fa008101e72e8ba1af"
      },
      "receipt_sha256": "40498da9c02373471b622cae5ac382a5752ac75ea4b198fa008101e72e8ba1af"
    },
    {
      "storm_id": "2441",
      "lat": 32.2714,
      "lon": -106.7191,
      "motion_east": -2.0,
      "motion_south": 3.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1434.0,
      "ebshear": 13.0,
      "srh01": 38.0,
      "maxllaz": 0.006,
      "mesh": 0.7,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.0131
        },
        {
          "name": "alignment",
          "value": 0.3836
        },
        {
          "name": "tau",
          "value": 0.9191
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 0.9190574884414673,
      "coherence_diagnostics": {
        "tau": 0.9190574884414673,
        "grad_tau": 0.10911113023757935,
        "torsion": 0.0,
        "alignment": 0.38359495997428894,
        "S_field": 0.40689900517463684,
        "Gamma_field": 0.41798460483551025,
        "S_over_Gamma": 0.9734784364700317,
        "Da": 26.047164916992188,
        "E_coh": 0.9519047141075134,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.76,
              32.43
            ],
            [
              -106.73,
              32.43
            ],
            [
              -106.72,
              32.41
            ],
            [
              -106.64,
              32.34
            ],
            [
              -106.64,
              32.3
            ],
            [
              -106.68,
              32.25
            ],
            [
              -106.68,
              32.24
            ],
            [
              -106.65,
              32.2
            ],
            [
              -106.65,
              32.16
            ],
            [
              -106.66,
              32.14
            ],
            [
              -106.7,
              32.13
            ],
            [
              -106.71,
              32.12
            ],
            [
              -106.74,
              32.15
            ],
            [
              -106.74,
              32.2
            ],
            [
              -106.75,
              32.21
            ],
            [
              -106.75,
              32.24
            ],
            [
              -106.77,
              32.26
            ],
            [
              -106.77,
              32.29
            ],
            [
              -106.78,
              32.3
            ],
            [
              -106.77,
              32.32
            ],
            [
              -106.77,
              32.42
            ],
            [
              -106.76,
              32.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0421,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b746ff80e18bb71bca12eef44841f5aa84aed2fb3f8412ad7aa20fd305a57595"
      },
      "receipt_sha256": "b746ff80e18bb71bca12eef44841f5aa84aed2fb3f8412ad7aa20fd305a57595"
    },
    {
      "storm_id": "3555",
      "lat": 33.444,
      "lon": -102.803,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1081.0,
      "ebshear": 11.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7631
        },
        {
          "name": "alignment",
          "value": -0.8623
        },
        {
          "name": "tau",
          "value": 1.0168
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 1.0168073177337646,
      "coherence_diagnostics": {
        "tau": 1.0168073177337646,
        "grad_tau": 0.1401515156030655,
        "torsion": 0.0,
        "alignment": -0.8622905015945435,
        "S_field": 0.37781822681427,
        "Gamma_field": 0.2388179451227188,
        "S_over_Gamma": 1.5820344686508179,
        "Da": 14.66071605682373,
        "E_coh": 0.7489315867424011,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.8,
              33.49
            ],
            [
              -102.78,
              33.49
            ],
            [
              -102.76,
              33.47
            ],
            [
              -102.76,
              33.44
            ],
            [
              -102.77,
              33.42
            ],
            [
              -102.81,
              33.39
            ],
            [
              -102.84,
              33.39
            ],
            [
              -102.86,
              33.4
            ],
            [
              -102.85,
              33.46
            ],
            [
              -102.8,
              33.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0419,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c5e867ea76e28378fe37745f17fbf14de9ea5e5e1ed8c4dcb73424332278c76"
      },
      "receipt_sha256": "5c5e867ea76e28378fe37745f17fbf14de9ea5e5e1ed8c4dcb73424332278c76"
    },
    {
      "storm_id": "3399",
      "lat": 40.0489,
      "lon": -110.5544,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 461.0,
      "ebshear": 21.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8881
        },
        {
          "name": "alignment",
          "value": -0.3675
        },
        {
          "name": "tau",
          "value": 0.2299
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0416
      },
      "coherence_score": 0.22994913160800934,
      "coherence_diagnostics": {
        "tau": 0.22994913160800934,
        "grad_tau": 0.022691307589411736,
        "torsion": 0.0,
        "alignment": -0.3674871325492859,
        "S_field": 0.06568572670221329,
        "Gamma_field": 0.6188179850578308,
        "S_over_Gamma": 0.10614708811044693,
        "Da": 38.32351303100586,
        "E_coh": 0.5538930892944336,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.57,
              40.08
            ],
            [
              -110.54,
              40.08
            ],
            [
              -110.52,
              40.06
            ],
            [
              -110.52,
              40.02
            ],
            [
              -110.53,
              40.01
            ],
            [
              -110.57,
              40.01
            ],
            [
              -110.59,
              40.03
            ],
            [
              -110.58,
              40.07
            ],
            [
              -110.57,
              40.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0416,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0416,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00052ca20ac4ad6c0d2d0284080ed19160308415e18f3f7217a94ef9ac97495c"
      },
      "receipt_sha256": "00052ca20ac4ad6c0d2d0284080ed19160308415e18f3f7217a94ef9ac97495c"
    },
    {
      "storm_id": "3577",
      "lat": 37.7512,
      "lon": -108.8538,
      "motion_east": -3.0,
      "motion_south": 1.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1109.0,
      "ebshear": 23.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6381
        },
        {
          "name": "alignment",
          "value": -0.0284
        },
        {
          "name": "tau",
          "value": 0.555
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0416
      },
      "coherence_score": 0.5550144910812378,
      "coherence_diagnostics": {
        "tau": 0.5550144910812378,
        "grad_tau": 0.07289384305477142,
        "torsion": 0.0,
        "alignment": -0.02839234471321106,
        "S_field": 0.3135068118572235,
        "Gamma_field": 0.4329846501350403,
        "S_over_Gamma": 0.7240598797798157,
        "Da": 25.6289005279541,
        "E_coh": 0.9242955446243286,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.86,
              37.78
            ],
            [
              -108.82,
              37.78
            ],
            [
              -108.81,
              37.77
            ],
            [
              -108.81,
              37.73
            ],
            [
              -108.87,
              37.7
            ],
            [
              -108.9,
              37.73
            ],
            [
              -108.9,
              37.74
            ],
            [
              -108.86,
              37.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0416,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0416,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00052ca20ac4ad6c0d2d0284080ed19160308415e18f3f7217a94ef9ac97495c"
      },
      "receipt_sha256": "00052ca20ac4ad6c0d2d0284080ed19160308415e18f3f7217a94ef9ac97495c"
    },
    {
      "storm_id": "1353",
      "lat": 37.36,
      "lon": -88.6062,
      "motion_east": 1.9,
      "motion_south": 3.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4110.0,
      "ebshear": 16.0,
      "srh01": 27.0,
      "maxllaz": 0.005,
      "mesh": 0.34,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3881
        },
        {
          "name": "alignment",
          "value": 0.2086
        },
        {
          "name": "tau",
          "value": 3.5956
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 3.5955843925476074,
      "coherence_diagnostics": {
        "tau": 3.5955843925476074,
        "grad_tau": 0.1631128489971161,
        "torsion": 0.0,
        "alignment": 0.2086116075515747,
        "S_field": 1.242020845413208,
        "Gamma_field": 0.22548462450504303,
        "S_over_Gamma": 5.508228778839111,
        "Da": 14.266290664672852,
        "E_coh": 0.9878400564193726,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.65,
              37.42
            ],
            [
              -88.58,
              37.42
            ],
            [
              -88.52,
              37.35
            ],
            [
              -88.52,
              37.31
            ],
            [
              -88.53,
              37.3
            ],
            [
              -88.56,
              37.33
            ],
            [
              -88.6,
              37.33
            ],
            [
              -88.61,
              37.34
            ],
            [
              -88.64,
              37.34
            ],
            [
              -88.66,
              37.35
            ],
            [
              -88.68,
              37.37
            ],
            [
              -88.68,
              37.4
            ],
            [
              -88.65,
              37.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0415,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
      },
      "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
    },
    {
      "storm_id": "2801",
      "lat": 35.175,
      "lon": -111.983,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 757.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.39,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0131
        },
        {
          "name": "alignment",
          "value": 2.1212
        },
        {
          "name": "tau",
          "value": 0.3441
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 0.3441006541252136,
      "coherence_diagnostics": {
        "tau": 0.3441006541252136,
        "grad_tau": 0.10162828862667084,
        "torsion": 0.0,
        "alignment": 2.121183156967163,
        "S_field": 0.08827196806669235,
        "Gamma_field": 0.42715129256248474,
        "S_over_Gamma": 0.2066527009010315,
        "Da": 25.744808197021484,
        "E_coh": 0.4187411367893219,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.01,
              35.22
            ],
            [
              -111.95,
              35.21
            ],
            [
              -111.94,
              35.2
            ],
            [
              -111.93,
              35.14
            ],
            [
              -111.95,
              35.13
            ],
            [
              -111.99,
              35.13
            ],
            [
              -112.01,
              35.14
            ],
            [
              -112.02,
              35.15
            ],
            [
              -112.02,
              35.21
            ],
            [
              -112.01,
              35.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0415,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
      },
      "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
    },
    {
      "storm_id": "3558",
      "lat": 32.203,
      "lon": -98.357,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3630.0,
      "ebshear": 6.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7631
        },
        {
          "name": "alignment",
          "value": 3.1243
        },
        {
          "name": "tau",
          "value": 2.0475
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 2.04748272895813,
      "coherence_diagnostics": {
        "tau": 2.04748272895813,
        "grad_tau": 0.36586135625839233,
        "torsion": 0.0,
        "alignment": 3.1243340969085693,
        "S_field": 1.2104504108428955,
        "Gamma_field": 0.2596513032913208,
        "S_over_Gamma": 4.661830902099609,
        "Da": 15.231807708740234,
        "E_coh": 0.9428423047065735,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.37,
              32.25
            ],
            [
              -98.33,
              32.25
            ],
            [
              -98.31,
              32.23
            ],
            [
              -98.32,
              32.18
            ],
            [
              -98.34,
              32.15
            ],
            [
              -98.35,
              32.16
            ],
            [
              -98.38,
              32.16
            ],
            [
              -98.4,
              32.19
            ],
            [
              -98.4,
              32.21
            ],
            [
              -98.37,
              32.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0415,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
      },
      "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
    },
    {
      "storm_id": "3628",
      "lat": 35.2519,
      "lon": -112.6787,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 479.0,
      "ebshear": 15.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0131
        },
        {
          "name": "alignment",
          "value": 2.1212
        },
        {
          "name": "tau",
          "value": 0.3441
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 0.3441006541252136,
      "coherence_diagnostics": {
        "tau": 0.3441006541252136,
        "grad_tau": 0.10162828862667084,
        "torsion": 0.0,
        "alignment": 2.121183156967163,
        "S_field": 0.08827196806669235,
        "Gamma_field": 0.42715129256248474,
        "S_over_Gamma": 0.2066527009010315,
        "Da": 25.744808197021484,
        "E_coh": 0.4187411367893219,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.63,
              35.31
            ],
            [
              -112.63,
              35.3
            ],
            [
              -112.62,
              35.29
            ],
            [
              -112.63,
              35.28
            ],
            [
              -112.63,
              35.27
            ],
            [
              -112.63,
              35.26
            ],
            [
              -112.64,
              35.27
            ],
            [
              -112.65,
              35.27
            ],
            [
              -112.66,
              35.26
            ],
            [
              -112.66,
              35.25
            ],
            [
              -112.65,
              35.24
            ],
            [
              -112.64,
              35.24
            ],
            [
              -112.63,
              35.24
            ],
            [
              -112.63,
              35.23
            ],
            [
              -112.62,
              35.22
            ],
            [
              -112.63,
              35.23
            ],
            [
              -112.64,
              35.24
            ],
            [
              -112.65,
              35.24
            ],
            [
              -112.66,
              35.24
            ],
            [
              -112.67,
              35.23
            ],
            [
              -112.66,
              35.22
            ],
            [
              -112.67,
              35.22
            ],
            [
              -112.68,
              35.22
            ],
            [
              -112.69,
              35.21
            ],
            [
              -112.7,
              35.21
            ],
            [
              -112.71,
              35.21
            ],
            [
              -112.72,
              35.2
            ],
            [
              -112.73,
              35.21
            ],
            [
              -112.74,
              35.21
            ],
            [
              -112.75,
              35.21
            ],
            [
              -112.75,
              35.22
            ],
            [
              -112.75,
              35.23
            ],
            [
              -112.75,
              35.24
            ],
            [
              -112.75,
              35.25
            ],
            [
              -112.76,
              35.26
            ],
            [
              -112.75,
              35.27
            ],
            [
              -112.74,
              35.27
            ],
            [
              -112.73,
              35.27
            ],
            [
              -112.72,
              35.27
            ],
            [
              -112.71,
              35.28
            ],
            [
              -112.7,
              35.28
            ],
            [
              -112.69,
              35.28
            ],
            [
              -112.68,
              35.28
            ],
            [
              -112.67,
              35.28
            ],
            [
              -112.66,
              35.28
            ],
            [
              -112.65,
              35.29
            ],
            [
              -112.64,
              35.3
            ],
            [
              -112.63,
              35.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0415,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
      },
      "receipt_sha256": "af367875659cdc43891fb4d4d37a1995f0dbf973b6b3ed3f731fff5ac2085aee"
    },
    {
      "storm_id": "3380",
      "lat": 35.0218,
      "lon": -109.1164,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 832.0,
      "ebshear": 20.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3881
        },
        {
          "name": "alignment",
          "value": 0.2736
        },
        {
          "name": "tau",
          "value": 0.6119
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.6118729114532471,
      "coherence_diagnostics": {
        "tau": 0.6118729114532471,
        "grad_tau": 0.12906073033809662,
        "torsion": 0.0,
        "alignment": 0.27357637882232666,
        "S_field": 0.42794278264045715,
        "Gamma_field": 0.36048462986946106,
        "S_over_Gamma": 1.1871318817138672,
        "Da": 21.91859245300293,
        "E_coh": 0.9050638675689697,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.16,
              35.07
            ],
            [
              -109.12,
              35.07
            ],
            [
              -109.08,
              35.05
            ],
            [
              -109.04,
              35.01
            ],
            [
              -109.04,
              34.99
            ],
            [
              -109.08,
              34.96
            ],
            [
              -109.09,
              34.97
            ],
            [
              -109.15,
              34.98
            ],
            [
              -109.18,
              35.02
            ],
            [
              -109.18,
              35.05
            ],
            [
              -109.16,
              35.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0414,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deced8e2b2b6cdca255d491da12b48b2b0ecf6daba74a7675a9e3d669efa5607"
      },
      "receipt_sha256": "deced8e2b2b6cdca255d491da12b48b2b0ecf6daba74a7675a9e3d669efa5607"
    },
    {
      "storm_id": "3630",
      "lat": 34.52,
      "lon": -109.0511,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1085.0,
      "ebshear": 20.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.41,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3881
        },
        {
          "name": "alignment",
          "value": 0.2736
        },
        {
          "name": "tau",
          "value": 0.6119
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.6118729114532471,
      "coherence_diagnostics": {
        "tau": 0.6118729114532471,
        "grad_tau": 0.12906073033809662,
        "torsion": 0.0,
        "alignment": 0.27357637882232666,
        "S_field": 0.42794278264045715,
        "Gamma_field": 0.36048462986946106,
        "S_over_Gamma": 1.1871318817138672,
        "Da": 21.91859245300293,
        "E_coh": 0.9050638675689697,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.05,
              34.56
            ],
            [
              -109.01,
              34.56
            ],
            [
              -109.01,
              34.5
            ],
            [
              -109.03,
              34.49
            ],
            [
              -109.07,
              34.49
            ],
            [
              -109.08,
              34.48
            ],
            [
              -109.09,
              34.5
            ],
            [
              -109.07,
              34.54
            ],
            [
              -109.05,
              34.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0414,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "deced8e2b2b6cdca255d491da12b48b2b0ecf6daba74a7675a9e3d669efa5607"
      },
      "receipt_sha256": "deced8e2b2b6cdca255d491da12b48b2b0ecf6daba74a7675a9e3d669efa5607"
    },
    {
      "storm_id": "2211",
      "lat": 33.5644,
      "lon": -97.3233,
      "motion_east": 2.0,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2660.0,
      "ebshear": 10.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3881
        },
        {
          "name": "alignment",
          "value": 2.6497
        },
        {
          "name": "tau",
          "value": 2.1857
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0413
      },
      "coherence_score": 2.1856865882873535,
      "coherence_diagnostics": {
        "tau": 2.1856865882873535,
        "grad_tau": 0.4022560715675354,
        "torsion": 0.0,
        "alignment": 2.6497130393981934,
        "S_field": 1.0811896324157715,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 3.2797977924346924,
        "Da": 19.61779022216797,
        "E_coh": 0.9915540814399719,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.34,
              33.59
            ],
            [
              -97.3,
              33.59
            ],
            [
              -97.29,
              33.58
            ],
            [
              -97.29,
              33.55
            ],
            [
              -97.31,
              33.53
            ],
            [
              -97.34,
              33.53
            ],
            [
              -97.35,
              33.54
            ],
            [
              -97.35,
              33.58
            ],
            [
              -97.34,
              33.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0413,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0413,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "397a8646fc154d7fe826c2ba59bfb8e939c532c3dfd6f440338bb7fd83cae2e7"
      },
      "receipt_sha256": "397a8646fc154d7fe826c2ba59bfb8e939c532c3dfd6f440338bb7fd83cae2e7"
    },
    {
      "storm_id": "3407",
      "lat": 38.601,
      "lon": -92.709,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3661.0,
      "ebshear": 10.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5131
        },
        {
          "name": "alignment",
          "value": 0.3559
        },
        {
          "name": "tau",
          "value": 3.1629
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0413
      },
      "coherence_score": 3.1628570556640625,
      "coherence_diagnostics": {
        "tau": 3.1628570556640625,
        "grad_tau": 0.1684226542711258,
        "torsion": 0.0,
        "alignment": 0.35592132806777954,
        "S_field": 1.1340446472167969,
        "Gamma_field": 0.2946512997150421,
        "S_over_Gamma": 3.848768472671509,
        "Da": 18.117767333984375,
        "E_coh": 0.9928690791130066,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.73,
              38.64
            ],
            [
              -92.72,
              38.63
            ],
            [
              -92.69,
              38.63
            ],
            [
              -92.66,
              38.6
            ],
            [
              -92.66,
              38.58
            ],
            [
              -92.68,
              38.55
            ],
            [
              -92.72,
              38.55
            ],
            [
              -92.75,
              38.57
            ],
            [
              -92.75,
              38.62
            ],
            [
              -92.73,
              38.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0413,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0413,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "397a8646fc154d7fe826c2ba59bfb8e939c532c3dfd6f440338bb7fd83cae2e7"
      },
      "receipt_sha256": "397a8646fc154d7fe826c2ba59bfb8e939c532c3dfd6f440338bb7fd83cae2e7"
    },
    {
      "storm_id": "2977",
      "lat": 34.888,
      "lon": -111.528,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 807.0,
      "ebshear": 18.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.66,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0131
        },
        {
          "name": "alignment",
          "value": 1.9306
        },
        {
          "name": "tau",
          "value": 0.3841
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.3841148614883423,
      "coherence_diagnostics": {
        "tau": 0.3841148614883423,
        "grad_tau": 0.12408778816461563,
        "torsion": 0.0,
        "alignment": 1.9305925369262695,
        "S_field": 0.1719079613685608,
        "Gamma_field": 0.6104846596717834,
        "S_over_Gamma": 0.28159260749816895,
        "Da": 37.15245056152344,
        "E_coh": 0.944418728351593,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.55,
              34.92
            ],
            [
              -111.52,
              34.92
            ],
            [
              -111.5,
              34.9
            ],
            [
              -111.5,
              34.88
            ],
            [
              -111.49,
              34.87
            ],
            [
              -111.5,
              34.85
            ],
            [
              -111.55,
              34.85
            ],
            [
              -111.56,
              34.86
            ],
            [
              -111.56,
              34.91
            ],
            [
              -111.55,
              34.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0412,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ccef50c3b11e9d266f2b4af141d1cbfac408967f8aa4c3651d95839d2aa67fb"
      },
      "receipt_sha256": "4ccef50c3b11e9d266f2b4af141d1cbfac408967f8aa4c3651d95839d2aa67fb"
    },
    {
      "storm_id": "3589",
      "lat": 34.6167,
      "lon": -111.0367,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 626.0,
      "ebshear": 14.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.0131
        },
        {
          "name": "alignment",
          "value": 1.9306
        },
        {
          "name": "tau",
          "value": 0.3841
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.3841148614883423,
      "coherence_diagnostics": {
        "tau": 0.3841148614883423,
        "grad_tau": 0.12408778816461563,
        "torsion": 0.0,
        "alignment": 1.9305925369262695,
        "S_field": 0.1719079613685608,
        "Gamma_field": 0.6104846596717834,
        "S_over_Gamma": 0.28159260749816895,
        "Da": 37.15245056152344,
        "E_coh": 0.944418728351593,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.04,
              34.65
            ],
            [
              -111.01,
              34.64
            ],
            [
              -111.02,
              34.62
            ],
            [
              -111.01,
              34.61
            ],
            [
              -111.02,
              34.59
            ],
            [
              -111.03,
              34.58
            ],
            [
              -111.08,
              34.58
            ],
            [
              -111.08,
              34.63
            ],
            [
              -111.04,
              34.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0412,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ccef50c3b11e9d266f2b4af141d1cbfac408967f8aa4c3651d95839d2aa67fb"
      },
      "receipt_sha256": "4ccef50c3b11e9d266f2b4af141d1cbfac408967f8aa4c3651d95839d2aa67fb"
    },
    {
      "storm_id": "2838",
      "lat": 37.4696,
      "lon": -90.1732,
      "motion_east": 3.4,
      "motion_south": 2.4,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3585.0,
      "ebshear": 12.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.5131
        },
        {
          "name": "alignment",
          "value": 1.845
        },
        {
          "name": "tau",
          "value": 3.4384
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 3.4384403228759766,
      "coherence_diagnostics": {
        "tau": 3.4384403228759766,
        "grad_tau": 0.10129324346780777,
        "torsion": 0.0,
        "alignment": 1.8449702262878418,
        "S_field": 0.9442248344421387,
        "Gamma_field": 0.3029846251010895,
        "S_over_Gamma": 3.1164116859436035,
        "Da": 18.82089614868164,
        "E_coh": 0.9922162890434265,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.12,
              37.59
            ],
            [
              -90.08,
              37.59
            ],
            [
              -90.08,
              37.56
            ],
            [
              -90.09,
              37.55
            ],
            [
              -90.08,
              37.54
            ],
            [
              -90.08,
              37.51
            ],
            [
              -90.1,
              37.51
            ],
            [
              -90.13,
              37.48
            ],
            [
              -90.12,
              37.47
            ],
            [
              -90.13,
              37.41
            ],
            [
              -90.2,
              37.34
            ],
            [
              -90.22,
              37.34
            ],
            [
              -90.23,
              37.33
            ],
            [
              -90.26,
              37.33
            ],
            [
              -90.28,
              37.34
            ],
            [
              -90.31,
              37.37
            ],
            [
              -90.31,
              37.41
            ],
            [
              -90.28,
              37.44
            ],
            [
              -90.25,
              37.45
            ],
            [
              -90.2,
              37.49
            ],
            [
              -90.18,
              37.49
            ],
            [
              -90.16,
              37.51
            ],
            [
              -90.17,
              37.53
            ],
            [
              -90.15,
              37.57
            ],
            [
              -90.12,
              37.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0411,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2624c32a9e5c4ff5c72c2f2dc0ee492256aa2b2c58f270f5822f8b94ebf6f896"
      },
      "receipt_sha256": "2624c32a9e5c4ff5c72c2f2dc0ee492256aa2b2c58f270f5822f8b94ebf6f896"
    },
    {
      "storm_id": "2672",
      "lat": 38.494,
      "lon": -94.783,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2480.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0131
        },
        {
          "name": "alignment",
          "value": -0.5468
        },
        {
          "name": "tau",
          "value": 2.2792
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 2.279218912124634,
      "coherence_diagnostics": {
        "tau": 2.279218912124634,
        "grad_tau": 0.5997212529182434,
        "torsion": 0.0,
        "alignment": -0.5467541813850403,
        "S_field": 0.5440081357955933,
        "Gamma_field": 0.3896512985229492,
        "S_over_Gamma": 1.3961409330368042,
        "Da": 23.503643035888672,
        "E_coh": 0.9837355613708496,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.81,
              38.52
            ],
            [
              -94.77,
              38.52
            ],
            [
              -94.75,
              38.51
            ],
            [
              -94.74,
              38.49
            ],
            [
              -94.75,
              38.47
            ],
            [
              -94.76,
              38.46
            ],
            [
              -94.8,
              38.46
            ],
            [
              -94.82,
              38.48
            ],
            [
              -94.82,
              38.51
            ],
            [
              -94.81,
              38.52
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.041,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f90721db52d441d9299c70e2efef782dc2245a641ae6b24f2f757a666960409f"
      },
      "receipt_sha256": "f90721db52d441d9299c70e2efef782dc2245a641ae6b24f2f757a666960409f"
    },
    {
      "storm_id": "3530",
      "lat": 30.4831,
      "lon": -85.0946,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2204.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2631
        },
        {
          "name": "alignment",
          "value": 2.9837
        },
        {
          "name": "tau",
          "value": 2.8363
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 2.8362720012664795,
      "coherence_diagnostics": {
        "tau": 2.8362720012664795,
        "grad_tau": 0.13240113854408264,
        "torsion": 0.0,
        "alignment": 2.983689785003662,
        "S_field": 0.7950031757354736,
        "Gamma_field": 0.308817982673645,
        "S_over_Gamma": 2.5743422508239746,
        "Da": 20.149507522583008,
        "E_coh": 0.9165345430374146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.09,
              30.53
            ],
            [
              -85.06,
              30.53
            ],
            [
              -85.05,
              30.52
            ],
            [
              -85.05,
              30.49
            ],
            [
              -85.06,
              30.47
            ],
            [
              -85.08,
              30.45
            ],
            [
              -85.1,
              30.45
            ],
            [
              -85.11,
              30.44
            ],
            [
              -85.15,
              30.43
            ],
            [
              -85.15,
              30.45
            ],
            [
              -85.12,
              30.48
            ],
            [
              -85.12,
              30.51
            ],
            [
              -85.09,
              30.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0407,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5b347e704dc01eb92100975cb298076e96e36b720c5d19f421335b54ebcdf36"
      },
      "receipt_sha256": "e5b347e704dc01eb92100975cb298076e96e36b720c5d19f421335b54ebcdf36"
    },
    {
      "storm_id": "3616",
      "lat": 38.03,
      "lon": -108.2077,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 926.0,
      "ebshear": 15.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6381
        },
        {
          "name": "alignment",
          "value": -1.941
        },
        {
          "name": "tau",
          "value": 0.4148
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 0.414824515581131,
      "coherence_diagnostics": {
        "tau": 0.414824515581131,
        "grad_tau": 0.12182236462831497,
        "torsion": 0.0,
        "alignment": -1.9409589767456055,
        "S_field": 0.2259986698627472,
        "Gamma_field": 0.6179846525192261,
        "S_over_Gamma": 0.36570271849632263,
        "Da": 38.48463439941406,
        "E_coh": 0.500088632106781,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.22,
              38.1
            ],
            [
              -108.16,
              38.1
            ],
            [
              -108.15,
              38.09
            ],
            [
              -108.15,
              38.04
            ],
            [
              -108.16,
              38.03
            ],
            [
              -108.2,
              38.02
            ],
            [
              -108.22,
              38.0
            ],
            [
              -108.22,
              37.97
            ],
            [
              -108.25,
              37.95
            ],
            [
              -108.26,
              37.97
            ],
            [
              -108.26,
              38.0
            ],
            [
              -108.23,
              38.02
            ],
            [
              -108.22,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0407,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5b347e704dc01eb92100975cb298076e96e36b720c5d19f421335b54ebcdf36"
      },
      "receipt_sha256": "e5b347e704dc01eb92100975cb298076e96e36b720c5d19f421335b54ebcdf36"
    },
    {
      "storm_id": "3649",
      "lat": 29.868,
      "lon": -103.962,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1215.0,
      "ebshear": 17.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1381
        },
        {
          "name": "alignment",
          "value": -0.2182
        },
        {
          "name": "tau",
          "value": 0.9207
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 0.9206968545913696,
      "coherence_diagnostics": {
        "tau": 0.9206968545913696,
        "grad_tau": 0.06315184384584427,
        "torsion": 0.0,
        "alignment": -0.21821005642414093,
        "S_field": 0.17532987892627716,
        "Gamma_field": 0.4396513104438782,
        "S_over_Gamma": 0.3987930417060852,
        "Da": 27.19055938720703,
        "E_coh": 0.9002638459205627,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.98,
              29.9
            ],
            [
              -103.94,
              29.89
            ],
            [
              -103.92,
              29.87
            ],
            [
              -103.93,
              29.86
            ],
            [
              -103.93,
              29.83
            ],
            [
              -103.98,
              29.83
            ],
            [
              -103.98,
              29.85
            ],
            [
              -103.99,
              29.86
            ],
            [
              -103.99,
              29.89
            ],
            [
              -103.98,
              29.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0406,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9e2ead85bc7c7eb1cd17f8efc770942cec8508b0c9d868dc4aa9cbbc4e79ceb"
      },
      "receipt_sha256": "a9e2ead85bc7c7eb1cd17f8efc770942cec8508b0c9d868dc4aa9cbbc4e79ceb"
    },
    {
      "storm_id": "1517",
      "lat": 33.47,
      "lon": -103.2591,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 972.0,
      "ebshear": 14.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7631
        },
        {
          "name": "alignment",
          "value": -0.8623
        },
        {
          "name": "tau",
          "value": 1.0168
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 1.0168073177337646,
      "coherence_diagnostics": {
        "tau": 1.0168073177337646,
        "grad_tau": 0.1401515156030655,
        "torsion": 0.0,
        "alignment": -0.8622905015945435,
        "S_field": 0.37781822681427,
        "Gamma_field": 0.2388179451227188,
        "S_over_Gamma": 1.5820344686508179,
        "Da": 14.66071605682373,
        "E_coh": 0.7489315867424011,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.25,
              33.51
            ],
            [
              -103.22,
              33.51
            ],
            [
              -103.21,
              33.5
            ],
            [
              -103.21,
              33.47
            ],
            [
              -103.27,
              33.41
            ],
            [
              -103.28,
              33.41
            ],
            [
              -103.3,
              33.42
            ],
            [
              -103.3,
              33.46
            ],
            [
              -103.28,
              33.48
            ],
            [
              -103.28,
              33.49
            ],
            [
              -103.25,
              33.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0405,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
      },
      "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
    },
    {
      "storm_id": "3005",
      "lat": 40.4233,
      "lon": -106.7322,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 759.0,
      "ebshear": 12.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1381
        },
        {
          "name": "alignment",
          "value": -1.9489
        },
        {
          "name": "tau",
          "value": 0.2718
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.2718229293823242,
      "coherence_diagnostics": {
        "tau": 0.2718229293823242,
        "grad_tau": 0.008110403083264828,
        "torsion": 0.0,
        "alignment": -1.9489027261734009,
        "S_field": 0.11655841022729874,
        "Gamma_field": 0.577984631061554,
        "S_over_Gamma": 0.20166350901126862,
        "Da": 35.13887405395508,
        "E_coh": 0.1662108600139618,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.75,
              40.45
            ],
            [
              -106.71,
              40.45
            ],
            [
              -106.7,
              40.44
            ],
            [
              -106.7,
              40.4
            ],
            [
              -106.71,
              40.39
            ],
            [
              -106.75,
              40.39
            ],
            [
              -106.76,
              40.4
            ],
            [
              -106.76,
              40.44
            ],
            [
              -106.75,
              40.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0405,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
      },
      "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
    },
    {
      "storm_id": "3334",
      "lat": 36.5738,
      "lon": -113.0687,
      "motion_east": 0.0,
      "motion_south": -3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1299.0,
      "ebshear": 14.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.4,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3881
        },
        {
          "name": "alignment",
          "value": 1.1338
        },
        {
          "name": "tau",
          "value": 0.2479
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.24793162941932678,
      "coherence_diagnostics": {
        "tau": 0.24793162941932678,
        "grad_tau": 0.03120204247534275,
        "torsion": 0.0,
        "alignment": 1.1338094472885132,
        "S_field": 0.06930297613143921,
        "Gamma_field": 0.5221512913703918,
        "S_over_Gamma": 0.13272584974765778,
        "Da": 30.43976402282715,
        "E_coh": 0.3504488170146942,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.08,
              36.61
            ],
            [
              -113.04,
              36.61
            ],
            [
              -113.02,
              36.59
            ],
            [
              -113.02,
              36.52
            ],
            [
              -113.09,
              36.52
            ],
            [
              -113.11,
              36.54
            ],
            [
              -113.11,
              36.59
            ],
            [
              -113.08,
              36.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0405,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
      },
      "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
    },
    {
      "storm_id": "3383",
      "lat": 32.6877,
      "lon": -88.6846,
      "motion_east": 0.3,
      "motion_south": 2.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2945.0,
      "ebshear": 11.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1381
        },
        {
          "name": "alignment",
          "value": 0.6161
        },
        {
          "name": "tau",
          "value": 2.7792
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 2.77915620803833,
      "coherence_diagnostics": {
        "tau": 2.77915620803833,
        "grad_tau": 0.1808643937110901,
        "torsion": 0.0,
        "alignment": 0.6160691976547241,
        "S_field": 0.7849686741828918,
        "Gamma_field": 0.33465129137039185,
        "S_over_Gamma": 2.3456315994262695,
        "Da": 21.524559020996094,
        "E_coh": 0.9797694683074951,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.69,
              32.74
            ],
            [
              -88.66,
              32.74
            ],
            [
              -88.64,
              32.72
            ],
            [
              -88.64,
              32.68
            ],
            [
              -88.65,
              32.67
            ],
            [
              -88.65,
              32.65
            ],
            [
              -88.66,
              32.65
            ],
            [
              -88.68,
              32.63
            ],
            [
              -88.73,
              32.64
            ],
            [
              -88.74,
              32.66
            ],
            [
              -88.74,
              32.7
            ],
            [
              -88.73,
              32.72
            ],
            [
              -88.69,
              32.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0405,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
      },
      "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
    },
    {
      "storm_id": "3587",
      "lat": 34.933,
      "lon": -83.398,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1641.0,
      "ebshear": 11.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.6381
        },
        {
          "name": "alignment",
          "value": 4.3016
        },
        {
          "name": "tau",
          "value": 3.415
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 3.4149839878082275,
      "coherence_diagnostics": {
        "tau": 3.4149839878082275,
        "grad_tau": 0.40072810649871826,
        "torsion": 0.0,
        "alignment": 4.30161714553833,
        "S_field": 0.9119808673858643,
        "Gamma_field": 0.18215128779411316,
        "S_over_Gamma": 5.0067219734191895,
        "Da": 11.435909271240234,
        "E_coh": 0.955714225769043,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.42,
              34.96
            ],
            [
              -83.4,
              34.94
            ],
            [
              -83.37,
              34.95
            ],
            [
              -83.36,
              34.94
            ],
            [
              -83.36,
              34.91
            ],
            [
              -83.37,
              34.9
            ],
            [
              -83.42,
              34.9
            ],
            [
              -83.43,
              34.92
            ],
            [
              -83.43,
              34.95
            ],
            [
              -83.42,
              34.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0405,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
      },
      "receipt_sha256": "51b81f6878751f9935170458e3c409bc246f83074adce03727b411bb4ec0bc08"
    },
    {
      "storm_id": "1526",
      "lat": 30.9536,
      "lon": -108.4627,
      "motion_east": -1.0,
      "motion_south": 3.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1054.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0131
        },
        {
          "name": "alignment",
          "value": 2.9806
        },
        {
          "name": "tau",
          "value": 0.6977
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0404
      },
      "coherence_score": 0.6977267265319824,
      "coherence_diagnostics": {
        "tau": 0.6977267265319824,
        "grad_tau": 0.2004939317703247,
        "torsion": 0.0,
        "alignment": 2.9806106090545654,
        "S_field": 0.23557037115097046,
        "Gamma_field": 0.4521512985229492,
        "S_over_Gamma": 0.520999014377594,
        "Da": 28.0341796875,
        "E_coh": 0.8849746584892273,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.48,
              31.01
            ],
            [
              -108.42,
              30.99
            ],
            [
              -108.41,
              30.97
            ],
            [
              -108.41,
              30.92
            ],
            [
              -108.45,
              30.89
            ],
            [
              -108.46,
              30.89
            ],
            [
              -108.49,
              30.92
            ],
            [
              -108.49,
              30.94
            ],
            [
              -108.5,
              30.95
            ],
            [
              -108.5,
              31.0
            ],
            [
              -108.48,
              31.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0404,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0404,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c217aabc381f5fee0e8b3f7acf00c5f1f2f35f321d5c4996a4b442915fabc39"
      },
      "receipt_sha256": "8c217aabc381f5fee0e8b3f7acf00c5f1f2f35f321d5c4996a4b442915fabc39"
    },
    {
      "storm_id": "3527",
      "lat": 30.7633,
      "lon": -106.5306,
      "motion_east": -2.0,
      "motion_south": 2.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1167.0,
      "ebshear": 12.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.4,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6381
        },
        {
          "name": "alignment",
          "value": -1.3156
        },
        {
          "name": "tau",
          "value": 0.9654
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0404
      },
      "coherence_score": 0.9654297828674316,
      "coherence_diagnostics": {
        "tau": 0.9654297828674316,
        "grad_tau": 0.06936051696538925,
        "torsion": 0.0,
        "alignment": -1.3155876398086548,
        "S_field": 0.5806896090507507,
        "Gamma_field": 0.37215131521224976,
        "S_over_Gamma": 1.5603588819503784,
        "Da": 23.055877685546875,
        "E_coh": 0.9166226387023926,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.58,
              30.97
            ],
            [
              -106.54,
              30.97
            ],
            [
              -106.52,
              30.96
            ],
            [
              -106.5,
              30.92
            ],
            [
              -106.49,
              30.86
            ],
            [
              -106.48,
              30.85
            ],
            [
              -106.47,
              30.79
            ],
            [
              -106.46,
              30.78
            ],
            [
              -106.45,
              30.7
            ],
            [
              -106.43,
              30.69
            ],
            [
              -106.42,
              30.67
            ],
            [
              -106.34,
              30.67
            ],
            [
              -106.33,
              30.66
            ],
            [
              -106.32,
              30.62
            ],
            [
              -106.34,
              30.59
            ],
            [
              -106.38,
              30.59
            ],
            [
              -106.4,
              30.58
            ],
            [
              -106.45,
              30.61
            ],
            [
              -106.47,
              30.61
            ],
            [
              -106.49,
              30.63
            ],
            [
              -106.58,
              30.63
            ],
            [
              -106.58,
              30.64
            ],
            [
              -106.63,
              30.68
            ],
            [
              -106.64,
              30.7
            ],
            [
              -106.64,
              30.74
            ],
            [
              -106.63,
              30.75
            ],
            [
              -106.59,
              30.74
            ],
            [
              -106.59,
              30.73
            ],
            [
              -106.56,
              30.7
            ],
            [
              -106.55,
              30.7
            ],
            [
              -106.53,
              30.66
            ],
            [
              -106.52,
              30.66
            ],
            [
              -106.5,
              30.69
            ],
            [
              -106.51,
              30.7
            ],
            [
              -106.5,
              30.72
            ],
            [
              -106.54,
              30.76
            ],
            [
              -106.55,
              30.84
            ],
            [
              -106.57,
              30.86
            ],
            [
              -106.59,
              30.86
            ],
            [
              -106.6,
              30.85
            ],
            [
              -106.66,
              30.85
            ],
            [
              -106.67,
              30.86
            ],
            [
              -106.67,
              30.91
            ],
            [
              -106.68,
              30.92
            ],
            [
              -106.67,
              30.92
            ],
            [
              -106.66,
              30.94
            ],
            [
              -106.62,
              30.94
            ],
            [
              -106.58,
              30.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0404,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0404,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c217aabc381f5fee0e8b3f7acf00c5f1f2f35f321d5c4996a4b442915fabc39"
      },
      "receipt_sha256": "8c217aabc381f5fee0e8b3f7acf00c5f1f2f35f321d5c4996a4b442915fabc39"
    },
    {
      "storm_id": "3157",
      "lat": 36.2638,
      "lon": -87.6625,
      "motion_east": 3.4,
      "motion_south": 3.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3230.0,
      "ebshear": 19.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6381
        },
        {
          "name": "alignment",
          "value": 1.4877
        },
        {
          "name": "tau",
          "value": 3.6314
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 3.6313891410827637,
      "coherence_diagnostics": {
        "tau": 3.6313891410827637,
        "grad_tau": 0.4004330039024353,
        "torsion": 0.0,
        "alignment": 1.4876770973205566,
        "S_field": 0.9285848736763,
        "Gamma_field": 0.29548463225364685,
        "S_over_Gamma": 3.142582654953003,
        "Da": 19.320446014404297,
        "E_coh": 0.9971710443496704,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.67,
              36.3
            ],
            [
              -87.63,
              36.28
            ],
            [
              -87.63,
              36.23
            ],
            [
              -87.64,
              36.22
            ],
            [
              -87.67,
              36.22
            ],
            [
              -87.7,
              36.27
            ],
            [
              -87.69,
              36.29
            ],
            [
              -87.67,
              36.3
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.04,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "02213686f8399eb9796bf09309070eb0b61e2afa27158c286508a05a30e20a98"
      },
      "receipt_sha256": "02213686f8399eb9796bf09309070eb0b61e2afa27158c286508a05a30e20a98"
    },
    {
      "storm_id": "2886",
      "lat": 33.4136,
      "lon": -98.7325,
      "motion_east": 2.3,
      "motion_south": -3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2625.0,
      "ebshear": 8.0,
      "srh01": 8.0,
      "maxllaz": 0.004,
      "mesh": 0.57,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7631
        },
        {
          "name": "alignment",
          "value": -0.297
        },
        {
          "name": "tau",
          "value": 1.5625
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 1.562453031539917,
      "coherence_diagnostics": {
        "tau": 1.562453031539917,
        "grad_tau": 0.33472728729248047,
        "torsion": 0.0,
        "alignment": -0.29704609513282776,
        "S_field": 0.7617700695991516,
        "Gamma_field": 0.3179846405982971,
        "S_over_Gamma": 2.3956191539764404,
        "Da": 18.693702697753906,
        "E_coh": 0.9478858709335327,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.7,
              33.55
            ],
            [
              -98.67,
              33.55
            ],
            [
              -98.64,
              33.53
            ],
            [
              -98.64,
              33.5
            ],
            [
              -98.65,
              33.49
            ],
            [
              -98.63,
              33.47
            ],
            [
              -98.63,
              33.46
            ],
            [
              -98.67,
              33.43
            ],
            [
              -98.66,
              33.42
            ],
            [
              -98.66,
              33.4
            ],
            [
              -98.7,
              33.38
            ],
            [
              -98.69,
              33.34
            ],
            [
              -98.71,
              33.31
            ],
            [
              -98.71,
              33.28
            ],
            [
              -98.81,
              33.22
            ],
            [
              -98.86,
              33.21
            ],
            [
              -98.88,
              33.23
            ],
            [
              -98.88,
              33.27
            ],
            [
              -98.85,
              33.31
            ],
            [
              -98.85,
              33.41
            ],
            [
              -98.82,
              33.43
            ],
            [
              -98.78,
              33.43
            ],
            [
              -98.76,
              33.44
            ],
            [
              -98.75,
              33.45
            ],
            [
              -98.75,
              33.48
            ],
            [
              -98.73,
              33.51
            ],
            [
              -98.73,
              33.53
            ],
            [
              -98.7,
              33.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0398,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0c1b55be246183daeadd0aac7dbc6bd13fb47cdc34263fc4dfd97bbfca8d9c4"
      },
      "receipt_sha256": "d0c1b55be246183daeadd0aac7dbc6bd13fb47cdc34263fc4dfd97bbfca8d9c4"
    },
    {
      "storm_id": "3065",
      "lat": 32.6454,
      "lon": -88.5215,
      "motion_east": 0.0,
      "motion_south": 2.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2633.0,
      "ebshear": 11.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.5,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1381
        },
        {
          "name": "alignment",
          "value": 0.6161
        },
        {
          "name": "tau",
          "value": 2.7792
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 2.77915620803833,
      "coherence_diagnostics": {
        "tau": 2.77915620803833,
        "grad_tau": 0.1808643937110901,
        "torsion": 0.0,
        "alignment": 0.6160691976547241,
        "S_field": 0.7849686741828918,
        "Gamma_field": 0.33465129137039185,
        "S_over_Gamma": 2.3456315994262695,
        "Da": 21.524559020996094,
        "E_coh": 0.9797694683074951,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.56,
              32.71
            ],
            [
              -88.52,
              32.71
            ],
            [
              -88.5,
              32.69
            ],
            [
              -88.5,
              32.66
            ],
            [
              -88.49,
              32.65
            ],
            [
              -88.49,
              32.6
            ],
            [
              -88.47,
              32.58
            ],
            [
              -88.47,
              32.57
            ],
            [
              -88.49,
              32.56
            ],
            [
              -88.57,
              32.62
            ],
            [
              -88.58,
              32.64
            ],
            [
              -88.58,
              32.69
            ],
            [
              -88.56,
              32.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0398,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0c1b55be246183daeadd0aac7dbc6bd13fb47cdc34263fc4dfd97bbfca8d9c4"
      },
      "receipt_sha256": "d0c1b55be246183daeadd0aac7dbc6bd13fb47cdc34263fc4dfd97bbfca8d9c4"
    },
    {
      "storm_id": "3209",
      "lat": 32.6975,
      "lon": -99.8113,
      "motion_east": 0.9,
      "motion_south": 0.9,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1984.0,
      "ebshear": 4.0,
      "srh01": 1.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.0131
        },
        {
          "name": "alignment",
          "value": 0.6043
        },
        {
          "name": "tau",
          "value": 1.2855
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 1.2854607105255127,
      "coherence_diagnostics": {
        "tau": 1.2854607105255127,
        "grad_tau": 0.21279966831207275,
        "torsion": 0.0,
        "alignment": 0.6043190360069275,
        "S_field": 0.27470096945762634,
        "Gamma_field": 0.3913179636001587,
        "S_over_Gamma": 0.7019891738891602,
        "Da": 22.902507781982422,
        "E_coh": 0.8934406638145447,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.81,
              32.73
            ],
            [
              -99.78,
              32.73
            ],
            [
              -99.77,
              32.71
            ],
            [
              -99.81,
              32.66
            ],
            [
              -99.83,
              32.66
            ],
            [
              -99.84,
              32.67
            ],
            [
              -99.84,
              32.69
            ],
            [
              -99.81,
              32.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0398,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0c1b55be246183daeadd0aac7dbc6bd13fb47cdc34263fc4dfd97bbfca8d9c4"
      },
      "receipt_sha256": "d0c1b55be246183daeadd0aac7dbc6bd13fb47cdc34263fc4dfd97bbfca8d9c4"
    },
    {
      "storm_id": "3539",
      "lat": 39.3425,
      "lon": -108.5292,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1044.0,
      "ebshear": 16.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.49,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6381
        },
        {
          "name": "alignment",
          "value": -0.9178
        },
        {
          "name": "tau",
          "value": 0.3118
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 0.31176891922950745,
      "coherence_diagnostics": {
        "tau": 0.31176891922950745,
        "grad_tau": 0.08822876214981079,
        "torsion": 0.0,
        "alignment": -0.9177864193916321,
        "S_field": 0.11190347373485565,
        "Gamma_field": 0.7863180041313171,
        "S_over_Gamma": 0.14231325685977936,
        "Da": 48.29964065551758,
        "E_coh": 0.46015140414237976,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.51,
              39.38
            ],
            [
              -108.49,
              39.38
            ],
            [
              -108.49,
              39.34
            ],
            [
              -108.51,
              39.32
            ],
            [
              -108.51,
              39.31
            ],
            [
              -108.53,
              39.3
            ],
            [
              -108.56,
              39.3
            ],
            [
              -108.58,
              39.31
            ],
            [
              -108.58,
              39.35
            ],
            [
              -108.56,
              39.37
            ],
            [
              -108.52,
              39.37
            ],
            [
              -108.51,
              39.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0397,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8e47787f0b5a3b24b656fc3fa52b662e230282f08edfbc0656e54e40bc0c463"
      },
      "receipt_sha256": "e8e47787f0b5a3b24b656fc3fa52b662e230282f08edfbc0656e54e40bc0c463"
    },
    {
      "storm_id": "3184",
      "lat": 30.6024,
      "lon": -107.6724,
      "motion_east": 0.0,
      "motion_south": 3.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 981.0,
      "ebshear": 9.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.36,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5131
        },
        {
          "name": "alignment",
          "value": 0.177
        },
        {
          "name": "tau",
          "value": 0.8994
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.8993604779243469,
      "coherence_diagnostics": {
        "tau": 0.8993604779243469,
        "grad_tau": 0.10144433379173279,
        "torsion": 0.0,
        "alignment": 0.17699170112609863,
        "S_field": 0.3581807017326355,
        "Gamma_field": 0.4663179814815521,
        "S_over_Gamma": 0.7681040167808533,
        "Da": 29.16550636291504,
        "E_coh": 0.9765409231185913,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.74,
              30.76
            ],
            [
              -107.71,
              30.76
            ],
            [
              -107.68,
              30.72
            ],
            [
              -107.68,
              30.69
            ],
            [
              -107.67,
              30.68
            ],
            [
              -107.67,
              30.65
            ],
            [
              -107.66,
              30.64
            ],
            [
              -107.66,
              30.59
            ],
            [
              -107.64,
              30.57
            ],
            [
              -107.6,
              30.57
            ],
            [
              -107.57,
              30.54
            ],
            [
              -107.54,
              30.48
            ],
            [
              -107.56,
              30.44
            ],
            [
              -107.6,
              30.44
            ],
            [
              -107.62,
              30.46
            ],
            [
              -107.63,
              30.46
            ],
            [
              -107.67,
              30.5
            ],
            [
              -107.67,
              30.55
            ],
            [
              -107.71,
              30.58
            ],
            [
              -107.73,
              30.57
            ],
            [
              -107.77,
              30.62
            ],
            [
              -107.77,
              30.64
            ],
            [
              -107.76,
              30.65
            ],
            [
              -107.76,
              30.74
            ],
            [
              -107.74,
              30.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0396,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "743c094bc0ee4c14d16fdf788b8ccf09f71c8f524833d93211a7ac48f9f8e728"
      },
      "receipt_sha256": "743c094bc0ee4c14d16fdf788b8ccf09f71c8f524833d93211a7ac48f9f8e728"
    },
    {
      "storm_id": "3506",
      "lat": 36.7517,
      "lon": -110.6192,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 895.0,
      "ebshear": 18.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.35,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7631
        },
        {
          "name": "alignment",
          "value": 0.9794
        },
        {
          "name": "tau",
          "value": 0.594
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.5940244197845459,
      "coherence_diagnostics": {
        "tau": 0.5940244197845459,
        "grad_tau": 0.12040950357913971,
        "torsion": 0.0,
        "alignment": 0.9794187545776367,
        "S_field": 0.5359181761741638,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.4085146188735962,
        "Da": 23.300249099731445,
        "E_coh": 0.9553526639938354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.64,
              36.79
            ],
            [
              -110.59,
              36.79
            ],
            [
              -110.57,
              36.78
            ],
            [
              -110.57,
              36.75
            ],
            [
              -110.59,
              36.71
            ],
            [
              -110.62,
              36.71
            ],
            [
              -110.63,
              36.7
            ],
            [
              -110.64,
              36.71
            ],
            [
              -110.64,
              36.75
            ],
            [
              -110.65,
              36.76
            ],
            [
              -110.65,
              36.78
            ],
            [
              -110.64,
              36.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0396,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "743c094bc0ee4c14d16fdf788b8ccf09f71c8f524833d93211a7ac48f9f8e728"
      },
      "receipt_sha256": "743c094bc0ee4c14d16fdf788b8ccf09f71c8f524833d93211a7ac48f9f8e728"
    },
    {
      "storm_id": "3513",
      "lat": 33.94,
      "lon": -106.7938,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 608.0,
      "ebshear": 19.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.5,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.5131
        },
        {
          "name": "alignment",
          "value": -3.1148
        },
        {
          "name": "tau",
          "value": 0.9474
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 0.9473860263824463,
      "coherence_diagnostics": {
        "tau": 0.9473860263824463,
        "grad_tau": 0.04200836271047592,
        "torsion": 0.0,
        "alignment": -3.1147642135620117,
        "S_field": 0.44410771131515503,
        "Gamma_field": 0.2688179612159729,
        "S_over_Gamma": 1.652076005935669,
        "Da": 16.09136199951172,
        "E_coh": 0.8447006940841675,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.82,
              33.97
            ],
            [
              -106.8,
              33.97
            ],
            [
              -106.79,
              33.96
            ],
            [
              -106.78,
              33.97
            ],
            [
              -106.76,
              33.96
            ],
            [
              -106.75,
              33.94
            ],
            [
              -106.75,
              33.91
            ],
            [
              -106.77,
              33.89
            ],
            [
              -106.81,
              33.89
            ],
            [
              -106.82,
              33.9
            ],
            [
              -106.82,
              33.94
            ],
            [
              -106.83,
              33.95
            ],
            [
              -106.82,
              33.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0395,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d62cf1f38e66fca9debee8c326d9ee3e89ed5865c4ef46e78a8d1e7f4d64d97f"
      },
      "receipt_sha256": "d62cf1f38e66fca9debee8c326d9ee3e89ed5865c4ef46e78a8d1e7f4d64d97f"
    },
    {
      "storm_id": "3611",
      "lat": 41.149,
      "lon": -105.093,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 399.0,
      "ebshear": 12.0,
      "srh01": 7.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.8881
        },
        {
          "name": "alignment",
          "value": -1.0427
        },
        {
          "name": "tau",
          "value": 0.3049
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 0.30491799116134644,
      "coherence_diagnostics": {
        "tau": 0.30491799116134644,
        "grad_tau": 0.03802330046892166,
        "torsion": 0.0,
        "alignment": -1.0427088737487793,
        "S_field": 0.06961031258106232,
        "Gamma_field": 0.4563179612159729,
        "S_over_Gamma": 0.15254782140254974,
        "Da": 27.14499282836914,
        "E_coh": 0.3210009038448334,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.1,
              41.2
            ],
            [
              -105.05,
              41.16
            ],
            [
              -105.05,
              41.12
            ],
            [
              -105.07,
              41.1
            ],
            [
              -105.1,
              41.1
            ],
            [
              -105.12,
              41.11
            ],
            [
              -105.12,
              41.15
            ],
            [
              -105.11,
              41.16
            ],
            [
              -105.11,
              41.19
            ],
            [
              -105.1,
              41.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0395,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d62cf1f38e66fca9debee8c326d9ee3e89ed5865c4ef46e78a8d1e7f4d64d97f"
      },
      "receipt_sha256": "d62cf1f38e66fca9debee8c326d9ee3e89ed5865c4ef46e78a8d1e7f4d64d97f"
    },
    {
      "storm_id": "3493",
      "lat": 31.0744,
      "lon": -86.4444,
      "motion_east": 0.3,
      "motion_south": 1.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2260.0,
      "ebshear": 15.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6381
        },
        {
          "name": "alignment",
          "value": -0.722
        },
        {
          "name": "tau",
          "value": 2.9506
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 2.9506168365478516,
      "coherence_diagnostics": {
        "tau": 2.9506168365478516,
        "grad_tau": 0.23437413573265076,
        "torsion": 0.0,
        "alignment": -0.7219570279121399,
        "S_field": 1.0020922422409058,
        "Gamma_field": 0.32298463582992554,
        "S_over_Gamma": 3.102600336074829,
        "Da": 20.595951080322266,
        "E_coh": 0.9790967702865601,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.46,
              31.1
            ],
            [
              -86.42,
              31.1
            ],
            [
              -86.41,
              31.09
            ],
            [
              -86.41,
              31.05
            ],
            [
              -86.42,
              31.04
            ],
            [
              -86.46,
              31.04
            ],
            [
              -86.48,
              31.06
            ],
            [
              -86.48,
              31.09
            ],
            [
              -86.46,
              31.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0393,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
      },
      "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
    },
    {
      "storm_id": "3514",
      "lat": 33.5111,
      "lon": -103.5356,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1146.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6381
        },
        {
          "name": "alignment",
          "value": 3.5495
        },
        {
          "name": "tau",
          "value": 0.9616
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.9616343975067139,
      "coherence_diagnostics": {
        "tau": 0.9616343975067139,
        "grad_tau": 0.14594556391239166,
        "torsion": 0.0,
        "alignment": 3.549534797668457,
        "S_field": 0.35442715883255005,
        "Gamma_field": 0.43881797790527344,
        "S_over_Gamma": 0.8076860308647156,
        "Da": 26.532062530517578,
        "E_coh": 0.9519228339195251,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.55,
              33.55
            ],
            [
              -103.5,
              33.55
            ],
            [
              -103.49,
              33.53
            ],
            [
              -103.49,
              33.49
            ],
            [
              -103.53,
              33.46
            ],
            [
              -103.55,
              33.46
            ],
            [
              -103.58,
              33.48
            ],
            [
              -103.58,
              33.53
            ],
            [
              -103.55,
              33.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0393,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
      },
      "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
    },
    {
      "storm_id": "3597",
      "lat": 31.0226,
      "lon": -86.0826,
      "motion_east": 0.0,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2071.0,
      "ebshear": 15.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6381
        },
        {
          "name": "alignment",
          "value": -0.722
        },
        {
          "name": "tau",
          "value": 2.9506
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 2.9506168365478516,
      "coherence_diagnostics": {
        "tau": 2.9506168365478516,
        "grad_tau": 0.23437413573265076,
        "torsion": 0.0,
        "alignment": -0.7219570279121399,
        "S_field": 1.0020922422409058,
        "Gamma_field": 0.32298463582992554,
        "S_over_Gamma": 3.102600336074829,
        "Da": 20.595951080322266,
        "E_coh": 0.9790967702865601,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.07,
              31.11
            ],
            [
              -86.03,
              31.11
            ],
            [
              -86.02,
              31.09
            ],
            [
              -86.02,
              31.04
            ],
            [
              -86.06,
              31.03
            ],
            [
              -86.07,
              31.02
            ],
            [
              -86.07,
              30.97
            ],
            [
              -86.06,
              30.96
            ],
            [
              -86.07,
              30.95
            ],
            [
              -86.09,
              30.94
            ],
            [
              -86.13,
              30.94
            ],
            [
              -86.14,
              30.95
            ],
            [
              -86.15,
              31.0
            ],
            [
              -86.14,
              31.02
            ],
            [
              -86.11,
              31.02
            ],
            [
              -86.08,
              31.04
            ],
            [
              -86.08,
              31.05
            ],
            [
              -86.11,
              31.08
            ],
            [
              -86.07,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0393,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
      },
      "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
    },
    {
      "storm_id": "3643",
      "lat": 30.8818,
      "lon": -86.2845,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2385.0,
      "ebshear": 13.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6381
        },
        {
          "name": "alignment",
          "value": -0.722
        },
        {
          "name": "tau",
          "value": 2.9506
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 2.9506168365478516,
      "coherence_diagnostics": {
        "tau": 2.9506168365478516,
        "grad_tau": 0.23437413573265076,
        "torsion": 0.0,
        "alignment": -0.7219570279121399,
        "S_field": 1.0020922422409058,
        "Gamma_field": 0.32298463582992554,
        "S_over_Gamma": 3.102600336074829,
        "Da": 20.595951080322266,
        "E_coh": 0.9790967702865601,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.29,
              30.92
            ],
            [
              -86.26,
              30.91
            ],
            [
              -86.26,
              30.89
            ],
            [
              -86.25,
              30.88
            ],
            [
              -86.25,
              30.85
            ],
            [
              -86.27,
              30.84
            ],
            [
              -86.28,
              30.84
            ],
            [
              -86.32,
              30.88
            ],
            [
              -86.33,
              30.87
            ],
            [
              -86.33,
              30.9
            ],
            [
              -86.29,
              30.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0393,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
      },
      "receipt_sha256": "392f2f6b6bf2f75f1d57330da7edd808601d5b2aa00f06a0461636955841a64a"
    },
    {
      "storm_id": "3113",
      "lat": 37.6233,
      "lon": -89.54,
      "motion_east": 2.7,
      "motion_south": 3.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3586.0,
      "ebshear": 17.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.5131
        },
        {
          "name": "alignment",
          "value": 1.845
        },
        {
          "name": "tau",
          "value": 3.4384
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0391
      },
      "coherence_score": 3.4384403228759766,
      "coherence_diagnostics": {
        "tau": 3.4384403228759766,
        "grad_tau": 0.10129324346780777,
        "torsion": 0.0,
        "alignment": 1.8449702262878418,
        "S_field": 0.9442248344421387,
        "Gamma_field": 0.3029846251010895,
        "S_over_Gamma": 3.1164116859436035,
        "Da": 18.82089614868164,
        "E_coh": 0.9922162890434265,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.56,
              37.65
            ],
            [
              -89.52,
              37.65
            ],
            [
              -89.5,
              37.63
            ],
            [
              -89.5,
              37.61
            ],
            [
              -89.52,
              37.59
            ],
            [
              -89.56,
              37.59
            ],
            [
              -89.57,
              37.6
            ],
            [
              -89.57,
              37.64
            ],
            [
              -89.56,
              37.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0391,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0391,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2c8a10bb27085d32cf9c81e17180530f977117bc07a60d23676f9de87b53ca4"
      },
      "receipt_sha256": "d2c8a10bb27085d32cf9c81e17180530f977117bc07a60d23676f9de87b53ca4"
    },
    {
      "storm_id": "3422",
      "lat": 32.8385,
      "lon": -88.7346,
      "motion_east": 0.5,
      "motion_south": 2.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2866.0,
      "ebshear": 11.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1381
        },
        {
          "name": "alignment",
          "value": 0.6161
        },
        {
          "name": "tau",
          "value": 2.7792
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0391
      },
      "coherence_score": 2.77915620803833,
      "coherence_diagnostics": {
        "tau": 2.77915620803833,
        "grad_tau": 0.1808643937110901,
        "torsion": 0.0,
        "alignment": 0.6160691976547241,
        "S_field": 0.7849686741828918,
        "Gamma_field": 0.33465129137039185,
        "S_over_Gamma": 2.3456315994262695,
        "Da": 21.524559020996094,
        "E_coh": 0.9797694683074951,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.77,
              32.88
            ],
            [
              -88.72,
              32.88
            ],
            [
              -88.7,
              32.87
            ],
            [
              -88.7,
              32.86
            ],
            [
              -88.68,
              32.84
            ],
            [
              -88.69,
              32.8
            ],
            [
              -88.7,
              32.79
            ],
            [
              -88.72,
              32.78
            ],
            [
              -88.75,
              32.78
            ],
            [
              -88.79,
              32.82
            ],
            [
              -88.79,
              32.85
            ],
            [
              -88.77,
              32.87
            ],
            [
              -88.77,
              32.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0391,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0391,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2c8a10bb27085d32cf9c81e17180530f977117bc07a60d23676f9de87b53ca4"
      },
      "receipt_sha256": "d2c8a10bb27085d32cf9c81e17180530f977117bc07a60d23676f9de87b53ca4"
    },
    {
      "storm_id": "2479",
      "lat": 36.8376,
      "lon": -113.3082,
      "motion_east": 0.0,
      "motion_south": -4.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1145.0,
      "ebshear": 17.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.3881
        },
        {
          "name": "alignment",
          "value": 1.1338
        },
        {
          "name": "tau",
          "value": 0.2479
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 0.24793162941932678,
      "coherence_diagnostics": {
        "tau": 0.24793162941932678,
        "grad_tau": 0.03120204247534275,
        "torsion": 0.0,
        "alignment": 1.1338094472885132,
        "S_field": 0.06930297613143921,
        "Gamma_field": 0.5221512913703918,
        "S_over_Gamma": 0.13272584974765778,
        "Da": 30.43976402282715,
        "E_coh": 0.3504488170146942,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.29,
              36.92
            ],
            [
              -113.28,
              36.9
            ],
            [
              -113.25,
              36.9
            ],
            [
              -113.24,
              36.89
            ],
            [
              -113.26,
              36.85
            ],
            [
              -113.25,
              36.83
            ],
            [
              -113.26,
              36.81
            ],
            [
              -113.26,
              36.75
            ],
            [
              -113.3,
              36.72
            ],
            [
              -113.33,
              36.72
            ],
            [
              -113.38,
              36.76
            ],
            [
              -113.39,
              36.78
            ],
            [
              -113.39,
              36.83
            ],
            [
              -113.37,
              36.86
            ],
            [
              -113.37,
              36.9
            ],
            [
              -113.33,
              36.9
            ],
            [
              -113.29,
              36.92
            ]
          ]
        ]
      },
      "raw_probability": 0.039,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.039,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ca855029730da64b96b81939a1f6b4ad4a9362d5a030c5ddfcc2d3cb34b2ee4"
      },
      "receipt_sha256": "5ca855029730da64b96b81939a1f6b4ad4a9362d5a030c5ddfcc2d3cb34b2ee4"
    },
    {
      "storm_id": "2688",
      "lat": 34.3754,
      "lon": -110.3023,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1301.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.3881
        },
        {
          "name": "alignment",
          "value": -0.6349
        },
        {
          "name": "tau",
          "value": 0.4658
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 0.465768039226532,
      "coherence_diagnostics": {
        "tau": 0.465768039226532,
        "grad_tau": 0.15442055463790894,
        "torsion": 0.0,
        "alignment": -0.6349480748176575,
        "S_field": 0.14763061702251434,
        "Gamma_field": 0.4696512818336487,
        "S_over_Gamma": 0.3143409192562103,
        "Da": 29.07331657409668,
        "E_coh": 0.809883713722229,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.32,
              34.42
            ],
            [
              -110.29,
              34.42
            ],
            [
              -110.29,
              34.41
            ],
            [
              -110.27,
              34.4
            ],
            [
              -110.26,
              34.38
            ],
            [
              -110.26,
              34.36
            ],
            [
              -110.28,
              34.34
            ],
            [
              -110.3,
              34.34
            ],
            [
              -110.31,
              34.33
            ],
            [
              -110.33,
              34.33
            ],
            [
              -110.35,
              34.35
            ],
            [
              -110.35,
              34.38
            ],
            [
              -110.32,
              34.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0389,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ea6ea26a9bb5d043997d0824ffa45ff7d931d25fbbb6fd71564f86f298ae9d5"
      },
      "receipt_sha256": "5ea6ea26a9bb5d043997d0824ffa45ff7d931d25fbbb6fd71564f86f298ae9d5"
    },
    {
      "storm_id": "2221",
      "lat": 31.0962,
      "lon": -107.2512,
      "motion_east": 0.1,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1452.0,
      "ebshear": 8.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.48,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 0.7938
        },
        {
          "name": "tau",
          "value": 0.8438
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0387
      },
      "coherence_score": 0.8438401222229004,
      "coherence_diagnostics": {
        "tau": 0.8438401222229004,
        "grad_tau": 0.14435894787311554,
        "torsion": 0.0,
        "alignment": 0.7937722206115723,
        "S_field": 0.3737372159957886,
        "Gamma_field": 0.4546512961387634,
        "S_over_Gamma": 0.8220304846763611,
        "Da": 28.424203872680664,
        "E_coh": 0.9917871356010437,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.29,
              31.13
            ],
            [
              -107.24,
              31.13
            ],
            [
              -107.24,
              31.12
            ],
            [
              -107.21,
              31.1
            ],
            [
              -107.21,
              31.04
            ],
            [
              -107.24,
              31.04
            ],
            [
              -107.29,
              31.08
            ],
            [
              -107.29,
              31.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0387,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0387,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94e54cd9d14bfbc6f6975a23b3ee170ef2bdbbc54fbd75661b3d622191c71065"
      },
      "receipt_sha256": "94e54cd9d14bfbc6f6975a23b3ee170ef2bdbbc54fbd75661b3d622191c71065"
    },
    {
      "storm_id": "3350",
      "lat": 31.0114,
      "lon": -108.6386,
      "motion_east": -1.0,
      "motion_south": 3.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1146.0,
      "ebshear": 10.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.43,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0131
        },
        {
          "name": "alignment",
          "value": 2.9806
        },
        {
          "name": "tau",
          "value": 0.6977
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0386
      },
      "coherence_score": 0.6977267265319824,
      "coherence_diagnostics": {
        "tau": 0.6977267265319824,
        "grad_tau": 0.2004939317703247,
        "torsion": 0.0,
        "alignment": 2.9806106090545654,
        "S_field": 0.23557037115097046,
        "Gamma_field": 0.4521512985229492,
        "S_over_Gamma": 0.520999014377594,
        "Da": 28.0341796875,
        "E_coh": 0.8849746584892273,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.64,
              31.1
            ],
            [
              -108.58,
              31.1
            ],
            [
              -108.56,
              31.08
            ],
            [
              -108.55,
              31.08
            ],
            [
              -108.53,
              31.05
            ],
            [
              -108.53,
              31.0
            ],
            [
              -108.55,
              30.99
            ],
            [
              -108.62,
              30.99
            ],
            [
              -108.64,
              30.98
            ],
            [
              -108.65,
              30.97
            ],
            [
              -108.65,
              30.93
            ],
            [
              -108.66,
              30.92
            ],
            [
              -108.7,
              30.92
            ],
            [
              -108.71,
              30.93
            ],
            [
              -108.73,
              30.93
            ],
            [
              -108.73,
              30.98
            ],
            [
              -108.72,
              31.0
            ],
            [
              -108.69,
              31.03
            ],
            [
              -108.67,
              31.08
            ],
            [
              -108.66,
              31.08
            ],
            [
              -108.64,
              31.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0386,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "88e8a21d4affa14202c33373b3b88edce5e7892dbc078989678c089598a1a105",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0386,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65e0570bd3971228f305c82e40a999d104c523cde57a9a6847fce84e1e3acbe3"
      },
      "receipt_sha256": "65e0570bd3971228f305c82e40a999d104c523cde57a9a6847fce84e1e3acbe3"
    },
    {
      "storm_id": "2694",
      "lat": 32.0947,
      "lon": -105.5505,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1032.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.006,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8881
        },
        {
          "name": "alignment",
          "value": 1.1057
        },
        {
          "name": "tau",
          "value": 1.0237
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 1.0236942768096924,
      "coherence_diagnostics": {
        "tau": 1.0236942768096924,
        "grad_tau": 0.06602098047733307,
        "torsion": 0.0,
        "alignment": 1.1057398319244385,
        "S_field": 0.4805784523487091,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.2630692720413208,
        "Da": 24.095016479492188,
        "E_coh": 0.9370891451835632,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.57,
              32.16
            ],
            [
              -105.55,
              32.15
            ],
            [
              -105.52,
              32.15
            ],
            [
              -105.52,
              32.14
            ],
            [
              -105.5,
              32.12
            ],
            [
              -105.5,
              32.08
            ],
            [
              -105.49,
              32.07
            ],
            [
              -105.5,
              32.07
            ],
            [
              -105.51,
              32.09
            ],
            [
              -105.53,
              32.07
            ],
            [
              -105.53,
              32.05
            ],
            [
              -105.54,
              32.04
            ],
            [
              -105.58,
              32.04
            ],
            [
              -105.59,
              32.05
            ],
            [
              -105.61,
              32.05
            ],
            [
              -105.62,
              32.07
            ],
            [
              -105.62,
              32.11
            ],
            [
              -105.61,
              32.13
            ],
            [
              -105.57,
              32.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0385,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9458da80cf76ada0c899c05c8f1f1dc6cb4341869859adf7ecede40f276a4991"
      },
      "receipt_sha256": "9458da80cf76ada0c899c05c8f1f1dc6cb4341869859adf7ecede40f276a4991"
    },
    {
      "storm_id": "2773",
      "lat": 33.2967,
      "lon": -99.6667,
      "motion_east": 1.7,
      "motion_south": -2.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2559.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.006,
      "mesh": 0.41,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2631
        },
        {
          "name": "alignment",
          "value": -0.6663
        },
        {
          "name": "tau",
          "value": 1.2403
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 1.240270972251892,
      "coherence_diagnostics": {
        "tau": 1.240270972251892,
        "grad_tau": 0.23515623807907104,
        "torsion": 0.0,
        "alignment": -0.6663137078285217,
        "S_field": 0.3342716693878174,
        "Gamma_field": 0.42715132236480713,
        "S_over_Gamma": 0.7825602889060974,
        "Da": 25.125320434570312,
        "E_coh": 0.9250344634056091,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.68,
              33.33
            ],
            [
              -99.64,
              33.33
            ],
            [
              -99.63,
              33.32
            ],
            [
              -99.63,
              33.28
            ],
            [
              -99.66,
              33.25
            ],
            [
              -99.68,
              33.25
            ],
            [
              -99.7,
              33.27
            ],
            [
              -99.7,
              33.31
            ],
            [
              -99.68,
              33.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0385,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9458da80cf76ada0c899c05c8f1f1dc6cb4341869859adf7ecede40f276a4991"
      },
      "receipt_sha256": "9458da80cf76ada0c899c05c8f1f1dc6cb4341869859adf7ecede40f276a4991"
    },
    {
      "storm_id": "3400",
      "lat": 39.572,
      "lon": -111.9773,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 375.0,
      "ebshear": 10.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.1381
        },
        {
          "name": "alignment",
          "value": -0.2021
        },
        {
          "name": "tau",
          "value": 0.204
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0384
      },
      "coherence_score": 0.20400257408618927,
      "coherence_diagnostics": {
        "tau": 0.20400257408618927,
        "grad_tau": 0.022445786744356155,
        "torsion": 0.0,
        "alignment": -0.2021043598651886,
        "S_field": 0.06815221160650253,
        "Gamma_field": 0.6479846239089966,
        "S_over_Gamma": 0.10517565906047821,
        "Da": 40.35282897949219,
        "E_coh": 0.6201587319374084,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.02,
              39.62
            ],
            [
              -111.97,
              39.62
            ],
            [
              -111.95,
              39.59
            ],
            [
              -111.92,
              39.58
            ],
            [
              -111.92,
              39.56
            ],
            [
              -111.9,
              39.53
            ],
            [
              -111.9,
              39.51
            ],
            [
              -111.94,
              39.51
            ],
            [
              -111.96,
              39.53
            ],
            [
              -112.02,
              39.55
            ],
            [
              -112.03,
              39.56
            ],
            [
              -112.03,
              39.59
            ],
            [
              -112.04,
              39.6
            ],
            [
              -112.04,
              39.61
            ],
            [
              -112.02,
              39.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0384,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0384,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39bee0351d2bf9c60268102dcf45cc2c8a6385dcc3424b8091344672fdadc7e8"
      },
      "receipt_sha256": "39bee0351d2bf9c60268102dcf45cc2c8a6385dcc3424b8091344672fdadc7e8"
    },
    {
      "storm_id": "3625",
      "lat": 35.8778,
      "lon": -113.0922,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1523.0,
      "ebshear": 18.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2631
        },
        {
          "name": "alignment",
          "value": 3.5279
        },
        {
          "name": "tau",
          "value": 0.2689
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0384
      },
      "coherence_score": 0.26891329884529114,
      "coherence_diagnostics": {
        "tau": 0.26891329884529114,
        "grad_tau": 0.028870727866888046,
        "torsion": 0.0,
        "alignment": 3.5279250144958496,
        "S_field": 0.0545259490609169,
        "Gamma_field": 0.5096513032913208,
        "S_over_Gamma": 0.10698677599430084,
        "Da": 30.319337844848633,
        "E_coh": 0.2962525486946106,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.11,
              35.91
            ],
            [
              -113.07,
              35.91
            ],
            [
              -113.06,
              35.89
            ],
            [
              -113.06,
              35.85
            ],
            [
              -113.07,
              35.84
            ],
            [
              -113.11,
              35.84
            ],
            [
              -113.12,
              35.85
            ],
            [
              -113.12,
              35.9
            ],
            [
              -113.11,
              35.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0384,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0384,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39bee0351d2bf9c60268102dcf45cc2c8a6385dcc3424b8091344672fdadc7e8"
      },
      "receipt_sha256": "39bee0351d2bf9c60268102dcf45cc2c8a6385dcc3424b8091344672fdadc7e8"
    },
    {
      "storm_id": "2608",
      "lat": 37.47,
      "lon": -89.0058,
      "motion_east": 1.9,
      "motion_south": 3.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3903.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.27,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3881
        },
        {
          "name": "alignment",
          "value": 0.2086
        },
        {
          "name": "tau",
          "value": 3.5956
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 3.5955843925476074,
      "coherence_diagnostics": {
        "tau": 3.5955843925476074,
        "grad_tau": 0.1631128489971161,
        "torsion": 0.0,
        "alignment": 0.2086116075515747,
        "S_field": 1.242020845413208,
        "Gamma_field": 0.22548462450504303,
        "S_over_Gamma": 5.508228778839111,
        "Da": 14.266290664672852,
        "E_coh": 0.9878400564193726,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.1,
              37.53
            ],
            [
              -89.04,
              37.53
            ],
            [
              -89.03,
              37.52
            ],
            [
              -88.98,
              37.51
            ],
            [
              -88.93,
              37.46
            ],
            [
              -88.9,
              37.46
            ],
            [
              -88.89,
              37.45
            ],
            [
              -88.89,
              37.42
            ],
            [
              -88.91,
              37.42
            ],
            [
              -88.92,
              37.43
            ],
            [
              -88.97,
              37.43
            ],
            [
              -88.98,
              37.44
            ],
            [
              -89.02,
              37.44
            ],
            [
              -89.03,
              37.45
            ],
            [
              -89.07,
              37.45
            ],
            [
              -89.11,
              37.47
            ],
            [
              -89.12,
              37.48
            ],
            [
              -89.12,
              37.51
            ],
            [
              -89.1,
              37.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0383,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd8f2acb10a7f881d572e8c916e4837b488b91963b31a95bc569f07410a9f8d8"
      },
      "receipt_sha256": "cd8f2acb10a7f881d572e8c916e4837b488b91963b31a95bc569f07410a9f8d8"
    },
    {
      "storm_id": "3540",
      "lat": 38.4367,
      "lon": -94.6278,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2523.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0131
        },
        {
          "name": "alignment",
          "value": -0.5468
        },
        {
          "name": "tau",
          "value": 2.2792
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 2.279218912124634,
      "coherence_diagnostics": {
        "tau": 2.279218912124634,
        "grad_tau": 0.5997212529182434,
        "torsion": 0.0,
        "alignment": -0.5467541813850403,
        "S_field": 0.5440081357955933,
        "Gamma_field": 0.3896512985229492,
        "S_over_Gamma": 1.3961409330368042,
        "Da": 23.503643035888672,
        "E_coh": 0.9837355613708496,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.64,
              38.48
            ],
            [
              -94.61,
              38.48
            ],
            [
              -94.58,
              38.44
            ],
            [
              -94.59,
              38.4
            ],
            [
              -94.61,
              38.39
            ],
            [
              -94.65,
              38.39
            ],
            [
              -94.67,
              38.41
            ],
            [
              -94.66,
              38.46
            ],
            [
              -94.64,
              38.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0383,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd8f2acb10a7f881d572e8c916e4837b488b91963b31a95bc569f07410a9f8d8"
      },
      "receipt_sha256": "cd8f2acb10a7f881d572e8c916e4837b488b91963b31a95bc569f07410a9f8d8"
    },
    {
      "storm_id": "1937",
      "lat": 33.6278,
      "lon": -106.5667,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 809.0,
      "ebshear": 20.0,
      "srh01": 23.0,
      "maxllaz": 0.005,
      "mesh": 0.41,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3881
        },
        {
          "name": "alignment",
          "value": -1.2035
        },
        {
          "name": "tau",
          "value": 0.9169
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.9168729782104492,
      "coherence_diagnostics": {
        "tau": 0.9168729782104492,
        "grad_tau": 0.08292251825332642,
        "torsion": 0.0,
        "alignment": -1.203521490097046,
        "S_field": 0.4216805100440979,
        "Gamma_field": 0.4846513271331787,
        "S_over_Gamma": 0.8700698614120483,
        "Da": 30.169921875,
        "E_coh": 0.8766436576843262,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.59,
              33.66
            ],
            [
              -106.53,
              33.66
            ],
            [
              -106.52,
              33.64
            ],
            [
              -106.53,
              33.6
            ],
            [
              -106.55,
              33.59
            ],
            [
              -106.59,
              33.59
            ],
            [
              -106.6,
              33.6
            ],
            [
              -106.6,
              33.65
            ],
            [
              -106.59,
              33.66
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.038,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3b65f6106da8c8b1ec312c6ea74832cbb126d72793d21238f6da9314bcd7aa9"
      },
      "receipt_sha256": "b3b65f6106da8c8b1ec312c6ea74832cbb126d72793d21238f6da9314bcd7aa9"
    },
    {
      "storm_id": "3639",
      "lat": 31.189,
      "lon": -106.762,
      "motion_east": -1.0,
      "motion_south": 1.8,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1700.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6381
        },
        {
          "name": "alignment",
          "value": -1.3156
        },
        {
          "name": "tau",
          "value": 0.9654
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.9654297828674316,
      "coherence_diagnostics": {
        "tau": 0.9654297828674316,
        "grad_tau": 0.06936051696538925,
        "torsion": 0.0,
        "alignment": -1.3155876398086548,
        "S_field": 0.5806896090507507,
        "Gamma_field": 0.37215131521224976,
        "S_over_Gamma": 1.5603588819503784,
        "Da": 23.055877685546875,
        "E_coh": 0.9166226387023926,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.82,
              31.22
            ],
            [
              -106.72,
              31.22
            ],
            [
              -106.71,
              31.21
            ],
            [
              -106.72,
              31.21
            ],
            [
              -106.74,
              31.19
            ],
            [
              -106.74,
              31.15
            ],
            [
              -106.73,
              31.14
            ],
            [
              -106.81,
              31.13
            ],
            [
              -106.81,
              31.2
            ],
            [
              -106.82,
              31.22
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.038,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3b65f6106da8c8b1ec312c6ea74832cbb126d72793d21238f6da9314bcd7aa9"
      },
      "receipt_sha256": "b3b65f6106da8c8b1ec312c6ea74832cbb126d72793d21238f6da9314bcd7aa9"
    },
    {
      "storm_id": "3629",
      "lat": 34.5381,
      "lon": -83.3006,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2525.0,
      "ebshear": 16.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.48,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.6381
        },
        {
          "name": "alignment",
          "value": 4.3016
        },
        {
          "name": "tau",
          "value": 3.415
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 3.4149839878082275,
      "coherence_diagnostics": {
        "tau": 3.4149839878082275,
        "grad_tau": 0.40072810649871826,
        "torsion": 0.0,
        "alignment": 4.30161714553833,
        "S_field": 0.9119808673858643,
        "Gamma_field": 0.18215128779411316,
        "S_over_Gamma": 5.0067219734191895,
        "Da": 11.435909271240234,
        "E_coh": 0.955714225769043,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.29,
              34.58
            ],
            [
              -83.25,
              34.58
            ],
            [
              -83.24,
              34.56
            ],
            [
              -83.24,
              34.54
            ],
            [
              -83.25,
              34.53
            ],
            [
              -83.25,
              34.48
            ],
            [
              -83.31,
              34.48
            ],
            [
              -83.33,
              34.5
            ],
            [
              -83.33,
              34.53
            ],
            [
              -83.34,
              34.54
            ],
            [
              -83.35,
              34.53
            ],
            [
              -83.35,
              34.5
            ],
            [
              -83.36,
              34.54
            ],
            [
              -83.33,
              34.57
            ],
            [
              -83.3,
              34.57
            ],
            [
              -83.29,
              34.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0378,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e1772b6365ba7835ddf1a30304bc28cf127cd06e59322d996acecf0a5adc7d0"
      },
      "receipt_sha256": "2e1772b6365ba7835ddf1a30304bc28cf127cd06e59322d996acecf0a5adc7d0"
    },
    {
      "storm_id": "3226",
      "lat": 37.2611,
      "lon": -90.3567,
      "motion_east": 3.1,
      "motion_south": 2.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2801.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5131
        },
        {
          "name": "alignment",
          "value": 1.0506
        },
        {
          "name": "tau",
          "value": 3.433
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 3.432985544204712,
      "coherence_diagnostics": {
        "tau": 3.432985544204712,
        "grad_tau": 0.1656743437051773,
        "torsion": 0.0,
        "alignment": 1.0506024360656738,
        "S_field": 1.196233868598938,
        "Gamma_field": 0.27215129137039185,
        "S_over_Gamma": 4.395473957061768,
        "Da": 17.16537857055664,
        "E_coh": 0.9771364331245422,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.37,
              37.29
            ],
            [
              -90.34,
              37.29
            ],
            [
              -90.32,
              37.27
            ],
            [
              -90.32,
              37.24
            ],
            [
              -90.33,
              37.23
            ],
            [
              -90.38,
              37.23
            ],
            [
              -90.39,
              37.24
            ],
            [
              -90.39,
              37.27
            ],
            [
              -90.37,
              37.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0377,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0377,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2bb2811607df8286f864a6d34ab12db7ce8c41b12275ca2ffcd493aebe3b40c"
      },
      "receipt_sha256": "a2bb2811607df8286f864a6d34ab12db7ce8c41b12275ca2ffcd493aebe3b40c"
    },
    {
      "storm_id": "3221",
      "lat": 38.8815,
      "lon": -105.2654,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 517.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6381
        },
        {
          "name": "alignment",
          "value": -1.8499
        },
        {
          "name": "tau",
          "value": 0.3789
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0376
      },
      "coherence_score": 0.37893351912498474,
      "coherence_diagnostics": {
        "tau": 0.37893351912498474,
        "grad_tau": 0.07752900570631027,
        "torsion": 0.0,
        "alignment": -1.8499469757080078,
        "S_field": 0.209646075963974,
        "Gamma_field": 0.5321512818336487,
        "S_over_Gamma": 0.39395955204963684,
        "Da": 33.230438232421875,
        "E_coh": 0.7744659185409546,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.3,
              38.93
            ],
            [
              -105.22,
              38.93
            ],
            [
              -105.2,
              38.92
            ],
            [
              -105.2,
              38.88
            ],
            [
              -105.21,
              38.87
            ],
            [
              -105.21,
              38.85
            ],
            [
              -105.24,
              38.85
            ],
            [
              -105.25,
              38.84
            ],
            [
              -105.31,
              38.84
            ],
            [
              -105.33,
              38.85
            ],
            [
              -105.34,
              38.86
            ],
            [
              -105.34,
              38.91
            ],
            [
              -105.3,
              38.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0376,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0376,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b54d6734b4f58cab05a25d7477242922fa6ca123093345d6036c73ec61691393"
      },
      "receipt_sha256": "b54d6734b4f58cab05a25d7477242922fa6ca123093345d6036c73ec61691393"
    },
    {
      "storm_id": "3246",
      "lat": 30.4393,
      "lon": -103.5429,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1343.0,
      "ebshear": 14.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.49,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.0131
        },
        {
          "name": "alignment",
          "value": 2.861
        },
        {
          "name": "tau",
          "value": 0.9491
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 0.9491193890571594,
      "coherence_diagnostics": {
        "tau": 0.9491193890571594,
        "grad_tau": 0.10453333705663681,
        "torsion": 0.0,
        "alignment": 2.8609628677368164,
        "S_field": 0.2642610967159271,
        "Gamma_field": 0.44381797313690186,
        "S_over_Gamma": 0.5954267382621765,
        "Da": 27.489076614379883,
        "E_coh": 0.6919457912445068,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.55,
              30.48
            ],
            [
              -103.52,
              30.48
            ],
            [
              -103.51,
              30.47
            ],
            [
              -103.51,
              30.45
            ],
            [
              -103.5,
              30.44
            ],
            [
              -103.5,
              30.39
            ],
            [
              -103.51,
              30.38
            ],
            [
              -103.55,
              30.38
            ],
            [
              -103.58,
              30.41
            ],
            [
              -103.58,
              30.43
            ],
            [
              -103.59,
              30.44
            ],
            [
              -103.58,
              30.46
            ],
            [
              -103.57,
              30.46
            ],
            [
              -103.55,
              30.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0375,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e52d462d726e3f91846efe2bc11099c8b10016f1e23a28e9a3d70ea84fe41a3e"
      },
      "receipt_sha256": "e52d462d726e3f91846efe2bc11099c8b10016f1e23a28e9a3d70ea84fe41a3e"
    },
    {
      "storm_id": "3537",
      "lat": 41.878,
      "lon": -113.256,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 571.0,
      "ebshear": 16.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.6381
        },
        {
          "name": "alignment",
          "value": -0.6357
        },
        {
          "name": "tau",
          "value": 0.3426
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 0.3426060974597931,
      "coherence_diagnostics": {
        "tau": 0.3426060974597931,
        "grad_tau": 0.0494750551879406,
        "torsion": 0.0,
        "alignment": -0.6356752514839172,
        "S_field": 0.1497185379266739,
        "Gamma_field": 0.5529846549034119,
        "S_over_Gamma": 0.27074629068374634,
        "Da": 33.873897552490234,
        "E_coh": 0.6680073142051697,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.27,
              41.91
            ],
            [
              -113.24,
              41.91
            ],
            [
              -113.22,
              41.9
            ],
            [
              -113.22,
              41.85
            ],
            [
              -113.23,
              41.84
            ],
            [
              -113.26,
              41.84
            ],
            [
              -113.28,
              41.86
            ],
            [
              -113.29,
              41.86
            ],
            [
              -113.28,
              41.9
            ],
            [
              -113.27,
              41.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0375,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e52d462d726e3f91846efe2bc11099c8b10016f1e23a28e9a3d70ea84fe41a3e"
      },
      "receipt_sha256": "e52d462d726e3f91846efe2bc11099c8b10016f1e23a28e9a3d70ea84fe41a3e"
    },
    {
      "storm_id": "2264",
      "lat": 32.436,
      "lon": -88.701,
      "motion_east": -1.0,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2596.0,
      "ebshear": 12.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1381
        },
        {
          "name": "alignment",
          "value": 0.6161
        },
        {
          "name": "tau",
          "value": 2.7792
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 2.77915620803833,
      "coherence_diagnostics": {
        "tau": 2.77915620803833,
        "grad_tau": 0.1808643937110901,
        "torsion": 0.0,
        "alignment": 0.6160691976547241,
        "S_field": 0.7849686741828918,
        "Gamma_field": 0.33465129137039185,
        "S_over_Gamma": 2.3456315994262695,
        "Da": 21.524559020996094,
        "E_coh": 0.9797694683074951,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.72,
              32.48
            ],
            [
              -88.67,
              32.48
            ],
            [
              -88.65,
              32.44
            ],
            [
              -88.65,
              32.42
            ],
            [
              -88.67,
              32.39
            ],
            [
              -88.72,
              32.39
            ],
            [
              -88.73,
              32.4
            ],
            [
              -88.74,
              32.42
            ],
            [
              -88.74,
              32.46
            ],
            [
              -88.72,
              32.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0374,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
      },
      "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
    },
    {
      "storm_id": "3165",
      "lat": 35.07,
      "lon": -113.7511,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1396.0,
      "ebshear": 18.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.8881
        },
        {
          "name": "alignment",
          "value": 2.4993
        },
        {
          "name": "tau",
          "value": 0.348
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.34799066185951233,
      "coherence_diagnostics": {
        "tau": 0.34799066185951233,
        "grad_tau": 0.08495992422103882,
        "torsion": 0.0,
        "alignment": 2.4993085861206055,
        "S_field": 0.06357202678918839,
        "Gamma_field": 0.4471513032913208,
        "S_over_Gamma": 0.14217117428779602,
        "Da": 27.693464279174805,
        "E_coh": 0.5978441834449768,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.72,
              35.1
            ],
            [
              -113.72,
              35.04
            ],
            [
              -113.74,
              35.02
            ],
            [
              -113.77,
              35.03
            ],
            [
              -113.76,
              35.07
            ],
            [
              -113.78,
              35.08
            ],
            [
              -113.78,
              35.09
            ],
            [
              -113.77,
              35.1
            ],
            [
              -113.72,
              35.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0374,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
      },
      "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
    },
    {
      "storm_id": "3241",
      "lat": 32.4186,
      "lon": -88.5129,
      "motion_east": -1.0,
      "motion_south": 2.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2745.0,
      "ebshear": 13.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.61,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1381
        },
        {
          "name": "alignment",
          "value": 0.6161
        },
        {
          "name": "tau",
          "value": 2.7792
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 2.77915620803833,
      "coherence_diagnostics": {
        "tau": 2.77915620803833,
        "grad_tau": 0.1808643937110901,
        "torsion": 0.0,
        "alignment": 0.6160691976547241,
        "S_field": 0.7849686741828918,
        "Gamma_field": 0.33465129137039185,
        "S_over_Gamma": 2.3456315994262695,
        "Da": 21.524559020996094,
        "E_coh": 0.9797694683074951,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.59,
              32.51
            ],
            [
              -88.5,
              32.51
            ],
            [
              -88.48,
              32.49
            ],
            [
              -88.46,
              32.45
            ],
            [
              -88.46,
              32.4
            ],
            [
              -88.45,
              32.39
            ],
            [
              -88.45,
              32.36
            ],
            [
              -88.47,
              32.34
            ],
            [
              -88.5,
              32.33
            ],
            [
              -88.52,
              32.34
            ],
            [
              -88.56,
              32.38
            ],
            [
              -88.56,
              32.4
            ],
            [
              -88.59,
              32.45
            ],
            [
              -88.59,
              32.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0374,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
      },
      "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
    },
    {
      "storm_id": "3303",
      "lat": 37.7289,
      "lon": -113.7689,
      "motion_east": 0.4,
      "motion_south": 1.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 671.0,
      "ebshear": 15.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 1.19,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7631
        },
        {
          "name": "alignment",
          "value": -1.0899
        },
        {
          "name": "tau",
          "value": 0.2322
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.23224928975105286,
      "coherence_diagnostics": {
        "tau": 0.23224928975105286,
        "grad_tau": 0.047154735773801804,
        "torsion": 0.0,
        "alignment": -1.0898621082305908,
        "S_field": 0.033149439841508865,
        "Gamma_field": 0.5221512913703918,
        "S_over_Gamma": 0.06348627060651779,
        "Da": 34.34101104736328,
        "E_coh": 0.35279205441474915,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.79,
              37.76
            ],
            [
              -113.75,
              37.76
            ],
            [
              -113.73,
              37.73
            ],
            [
              -113.73,
              37.71
            ],
            [
              -113.74,
              37.7
            ],
            [
              -113.79,
              37.69
            ],
            [
              -113.8,
              37.7
            ],
            [
              -113.8,
              37.75
            ],
            [
              -113.79,
              37.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0374,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
      },
      "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
    },
    {
      "storm_id": "3502",
      "lat": 37.5438,
      "lon": -114.2638,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 841.0,
      "ebshear": 15.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.39,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7631
        },
        {
          "name": "alignment",
          "value": -1.0899
        },
        {
          "name": "tau",
          "value": 0.2322
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.23224928975105286,
      "coherence_diagnostics": {
        "tau": 0.23224928975105286,
        "grad_tau": 0.047154735773801804,
        "torsion": 0.0,
        "alignment": -1.0898621082305908,
        "S_field": 0.033149439841508865,
        "Gamma_field": 0.5221512913703918,
        "S_over_Gamma": 0.06348627060651779,
        "Da": 34.34101104736328,
        "E_coh": 0.35279205441474915,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.29,
              37.59
            ],
            [
              -114.25,
              37.59
            ],
            [
              -114.24,
              37.58
            ],
            [
              -114.24,
              37.56
            ],
            [
              -114.22,
              37.54
            ],
            [
              -114.22,
              37.52
            ],
            [
              -114.23,
              37.51
            ],
            [
              -114.26,
              37.5
            ],
            [
              -114.27,
              37.51
            ],
            [
              -114.3,
              37.51
            ],
            [
              -114.31,
              37.52
            ],
            [
              -114.31,
              37.55
            ],
            [
              -114.29,
              37.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0374,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
      },
      "receipt_sha256": "57d8e37fb1b6903180def7aa0d0abc0f23f0917fe4b0e74a7d5f61fed32f2301"
    },
    {
      "storm_id": "3652",
      "lat": 29.4833,
      "lon": -102.6378,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2705.0,
      "ebshear": 23.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1381
        },
        {
          "name": "alignment",
          "value": 0.2288
        },
        {
          "name": "tau",
          "value": 1.0114
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0372
      },
      "coherence_score": 1.0114184617996216,
      "coherence_diagnostics": {
        "tau": 1.0114184617996216,
        "grad_tau": 0.14480037987232208,
        "torsion": 0.0,
        "alignment": 0.22878578305244446,
        "S_field": 0.34457507729530334,
        "Gamma_field": 0.5446513295173645,
        "S_over_Gamma": 0.6326525807380676,
        "Da": 33.683135986328125,
        "E_coh": 0.9373965263366699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.64,
              29.51
            ],
            [
              -102.6,
              29.51
            ],
            [
              -102.6,
              29.48
            ],
            [
              -102.61,
              29.46
            ],
            [
              -102.65,
              29.44
            ],
            [
              -102.67,
              29.46
            ],
            [
              -102.67,
              29.48
            ],
            [
              -102.66,
              29.5
            ],
            [
              -102.64,
              29.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0372,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "8a345741c305d89069f92213e9a0a8d912612bf3c5d299f867d9726f4976a414",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0372,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ac441bb45892df94a58a66ff3e3ad737eb532da0cbf7567fbb7a2606d1b66b3"
      },
      "receipt_sha256": "8ac441bb45892df94a58a66ff3e3ad737eb532da0cbf7567fbb7a2606d1b66b3"
    },
    {
      "storm_id": "3326",
      "lat": 24.5173,
      "lon": -77.8264,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3200.0,
      "ebshear": 9.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3881
        },
        {
          "name": "alignment",
          "value": 1.0287
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.739656925201416,
        "torsion": 0.0,
        "alignment": 1.0286731719970703,
        "S_field": 1.0359481573104858,
        "Gamma_field": 0.2388179451227188,
        "S_over_Gamma": 4.337815284729004,
        "Da": 13.427090644836426,
        "E_coh": 0.9467604756355286,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.79,
              24.57
            ],
            [
              -77.79,
              24.55
            ],
            [
              -77.78,
              24.54
            ],
            [
              -77.78,
              24.43
            ],
            [
              -77.81,
              24.46
            ],
            [
              -77.88,
              24.46
            ],
            [
              -77.89,
              24.47
            ],
            [
              -77.89,
              24.53
            ],
            [
              -77.86,
              24.56
            ],
            [
              -77.83,
              24.55
            ],
            [
              -77.79,
              24.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0371,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba780113e3d38aa02b82b0ec7e26ea7b2f88df8afa034d704ec64d47cf5484df"
      },
      "receipt_sha256": "ba780113e3d38aa02b82b0ec7e26ea7b2f88df8afa034d704ec64d47cf5484df"
    },
    {
      "storm_id": "3345",
      "lat": 33.0244,
      "lon": -108.2889,
      "motion_east": -2.0,
      "motion_south": 3.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1212.0,
      "ebshear": 19.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.54,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1381
        },
        {
          "name": "alignment",
          "value": -0.3637
        },
        {
          "name": "tau",
          "value": 0.5765
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.5764820575714111,
      "coherence_diagnostics": {
        "tau": 0.5764820575714111,
        "grad_tau": 0.22276534140110016,
        "torsion": 0.0,
        "alignment": -0.3637096881866455,
        "S_field": 0.1001317948102951,
        "Gamma_field": 0.5263180136680603,
        "S_over_Gamma": 0.19024960696697235,
        "Da": 32.31486511230469,
        "E_coh": 0.4795513451099396,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.3,
              33.06
            ],
            [
              -108.27,
              33.06
            ],
            [
              -108.25,
              33.04
            ],
            [
              -108.25,
              33.0
            ],
            [
              -108.26,
              32.98
            ],
            [
              -108.31,
              32.98
            ],
            [
              -108.33,
              33.0
            ],
            [
              -108.33,
              33.04
            ],
            [
              -108.3,
              33.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0371,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba780113e3d38aa02b82b0ec7e26ea7b2f88df8afa034d704ec64d47cf5484df"
      },
      "receipt_sha256": "ba780113e3d38aa02b82b0ec7e26ea7b2f88df8afa034d704ec64d47cf5484df"
    },
    {
      "storm_id": "3556",
      "lat": 33.3589,
      "lon": -99.4867,
      "motion_east": 1.7,
      "motion_south": -2.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2582.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.4,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7631
        },
        {
          "name": "alignment",
          "value": -0.297
        },
        {
          "name": "tau",
          "value": 1.5625
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 1.562453031539917,
      "coherence_diagnostics": {
        "tau": 1.562453031539917,
        "grad_tau": 0.33472728729248047,
        "torsion": 0.0,
        "alignment": -0.29704609513282776,
        "S_field": 0.7617700695991516,
        "Gamma_field": 0.3179846405982971,
        "S_over_Gamma": 2.3956191539764404,
        "Da": 18.693702697753906,
        "E_coh": 0.9478858709335327,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.5,
              33.39
            ],
            [
              -99.46,
              33.39
            ],
            [
              -99.45,
              33.38
            ],
            [
              -99.45,
              33.34
            ],
            [
              -99.47,
              33.32
            ],
            [
              -99.51,
              33.32
            ],
            [
              -99.52,
              33.33
            ],
            [
              -99.52,
              33.37
            ],
            [
              -99.5,
              33.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0369,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3372333db6767517e1b52c245705727931da19bedfa5a5f66abfb6aa1d2ca41"
      },
      "receipt_sha256": "d3372333db6767517e1b52c245705727931da19bedfa5a5f66abfb6aa1d2ca41"
    },
    {
      "storm_id": "2577",
      "lat": 33.803,
      "lon": -97.2891,
      "motion_east": 2.0,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2368.0,
      "ebshear": 10.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.41,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -0.5338
        },
        {
          "name": "tau",
          "value": 1.7597
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0368
      },
      "coherence_score": 1.7597206830978394,
      "coherence_diagnostics": {
        "tau": 1.7597206830978394,
        "grad_tau": 0.41968122124671936,
        "torsion": 0.0,
        "alignment": -0.5337896943092346,
        "S_field": 0.4500437080860138,
        "Gamma_field": 0.4446513056755066,
        "S_over_Gamma": 1.0121272802352905,
        "Da": 26.340003967285156,
        "E_coh": 0.9525987505912781,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.27,
              33.95
            ],
            [
              -97.24,
              33.95
            ],
            [
              -97.21,
              33.91
            ],
            [
              -97.21,
              33.88
            ],
            [
              -97.22,
              33.86
            ],
            [
              -97.25,
              33.83
            ],
            [
              -97.27,
              33.83
            ],
            [
              -97.28,
              33.82
            ],
            [
              -97.27,
              33.78
            ],
            [
              -97.24,
              33.74
            ],
            [
              -97.24,
              33.69
            ],
            [
              -97.26,
              33.66
            ],
            [
              -97.33,
              33.66
            ],
            [
              -97.37,
              33.68
            ],
            [
              -97.38,
              33.69
            ],
            [
              -97.38,
              33.71
            ],
            [
              -97.37,
              33.72
            ],
            [
              -97.37,
              33.75
            ],
            [
              -97.29,
              33.82
            ],
            [
              -97.29,
              33.83
            ],
            [
              -97.32,
              33.86
            ],
            [
              -97.32,
              33.9
            ],
            [
              -97.27,
              33.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0368,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0368,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eaab986764965fee3e72ef58db61a03fd391fc6b514420f3a27db7a90a351b66"
      },
      "receipt_sha256": "eaab986764965fee3e72ef58db61a03fd391fc6b514420f3a27db7a90a351b66"
    },
    {
      "storm_id": "3517",
      "lat": 32.1071,
      "lon": -109.4176,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 806.0,
      "ebshear": 18.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7631
        },
        {
          "name": "alignment",
          "value": -0.4028
        },
        {
          "name": "tau",
          "value": 0.4227
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 0.4227011203765869,
      "coherence_diagnostics": {
        "tau": 0.4227011203765869,
        "grad_tau": 0.1392335593700409,
        "torsion": 0.0,
        "alignment": -0.402811199426651,
        "S_field": 0.042329512536525726,
        "Gamma_field": 0.6988179683685303,
        "S_over_Gamma": 0.06057301536202431,
        "Da": 43.12742614746094,
        "E_coh": 0.1175384372472763,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.42,
              32.16
            ],
            [
              -109.37,
              32.16
            ],
            [
              -109.38,
              32.15
            ],
            [
              -109.38,
              32.12
            ],
            [
              -109.39,
              32.11
            ],
            [
              -109.38,
              32.09
            ],
            [
              -109.39,
              32.07
            ],
            [
              -109.39,
              32.04
            ],
            [
              -109.4,
              32.05
            ],
            [
              -109.42,
              32.05
            ],
            [
              -109.43,
              32.06
            ],
            [
              -109.47,
              32.07
            ],
            [
              -109.47,
              32.1
            ],
            [
              -109.49,
              32.13
            ],
            [
              -109.47,
              32.15
            ],
            [
              -109.43,
              32.15
            ],
            [
              -109.42,
              32.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0366,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
      },
      "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
    },
    {
      "storm_id": "3557",
      "lat": 33.3389,
      "lon": -97.4133,
      "motion_east": 1.5,
      "motion_south": 0.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2403.0,
      "ebshear": 15.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.6,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3881
        },
        {
          "name": "alignment",
          "value": 2.6497
        },
        {
          "name": "tau",
          "value": 2.1857
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 2.1856865882873535,
      "coherence_diagnostics": {
        "tau": 2.1856865882873535,
        "grad_tau": 0.4022560715675354,
        "torsion": 0.0,
        "alignment": 2.6497130393981934,
        "S_field": 1.0811896324157715,
        "Gamma_field": 0.3296512961387634,
        "S_over_Gamma": 3.2797977924346924,
        "Da": 19.61779022216797,
        "E_coh": 0.9915540814399719,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.43,
              33.37
            ],
            [
              -97.4,
              33.37
            ],
            [
              -97.38,
              33.36
            ],
            [
              -97.38,
              33.31
            ],
            [
              -97.39,
              33.3
            ],
            [
              -97.43,
              33.3
            ],
            [
              -97.44,
              33.31
            ],
            [
              -97.44,
              33.36
            ],
            [
              -97.43,
              33.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0366,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
      },
      "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
    },
    {
      "storm_id": "3617",
      "lat": 37.9344,
      "lon": -113.3988,
      "motion_east": -2.0,
      "motion_south": 0.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 663.0,
      "ebshear": 16.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1381
        },
        {
          "name": "alignment",
          "value": 0.8554
        },
        {
          "name": "tau",
          "value": 0.2171
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 0.21705487370491028,
      "coherence_diagnostics": {
        "tau": 0.21705487370491028,
        "grad_tau": 0.024416012689471245,
        "torsion": 0.0,
        "alignment": 0.8554094433784485,
        "S_field": 0.01969856023788452,
        "Gamma_field": 0.5254846215248108,
        "S_over_Gamma": 0.03748646378517151,
        "Da": 31.394163131713867,
        "E_coh": 0.2639293670654297,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.38,
              37.99
            ],
            [
              -113.36,
              37.99
            ],
            [
              -113.35,
              37.98
            ],
            [
              -113.35,
              37.93
            ],
            [
              -113.38,
              37.93
            ],
            [
              -113.4,
              37.91
            ],
            [
              -113.39,
              37.89
            ],
            [
              -113.4,
              37.87
            ],
            [
              -113.46,
              37.87
            ],
            [
              -113.47,
              37.88
            ],
            [
              -113.43,
              37.91
            ],
            [
              -113.43,
              37.94
            ],
            [
              -113.42,
              37.95
            ],
            [
              -113.4,
              37.95
            ],
            [
              -113.38,
              37.97
            ],
            [
              -113.38,
              37.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0366,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
      },
      "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
    },
    {
      "storm_id": "3634",
      "lat": 32.7088,
      "lon": -108.5487,
      "motion_east": 0.0,
      "motion_south": 2.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1446.0,
      "ebshear": 16.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7631
        },
        {
          "name": "alignment",
          "value": 0.3454
        },
        {
          "name": "tau",
          "value": 0.5491
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 0.5490983724594116,
      "coherence_diagnostics": {
        "tau": 0.5490983724594116,
        "grad_tau": 0.18430490791797638,
        "torsion": 0.0,
        "alignment": 0.3453519940376282,
        "S_field": 0.037537507712841034,
        "Gamma_field": 0.41298460960388184,
        "S_over_Gamma": 0.09089323878288269,
        "Da": 25.07210350036621,
        "E_coh": 0.22793909907341003,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.53,
              32.74
            ],
            [
              -108.51,
              32.74
            ],
            [
              -108.52,
              32.68
            ],
            [
              -108.57,
              32.67
            ],
            [
              -108.58,
              32.68
            ],
            [
              -108.58,
              32.71
            ],
            [
              -108.57,
              32.71
            ],
            [
              -108.53,
              32.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0366,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
      },
      "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
    },
    {
      "storm_id": "3635",
      "lat": 31.9955,
      "lon": -105.6609,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1138.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8881
        },
        {
          "name": "alignment",
          "value": 1.1057
        },
        {
          "name": "tau",
          "value": 1.0237
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 1.0236942768096924,
      "coherence_diagnostics": {
        "tau": 1.0236942768096924,
        "grad_tau": 0.06602098047733307,
        "torsion": 0.0,
        "alignment": 1.1057398319244385,
        "S_field": 0.4805784523487091,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.2630692720413208,
        "Da": 24.095016479492188,
        "E_coh": 0.9370891451835632,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.65,
              32.03
            ],
            [
              -105.64,
              32.02
            ],
            [
              -105.64,
              31.99
            ],
            [
              -105.62,
              31.97
            ],
            [
              -105.64,
              31.95
            ],
            [
              -105.69,
              31.96
            ],
            [
              -105.7,
              31.97
            ],
            [
              -105.67,
              31.99
            ],
            [
              -105.71,
              32.02
            ],
            [
              -105.66,
              32.02
            ],
            [
              -105.65,
              32.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0366,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
      },
      "receipt_sha256": "d517e307aeb5e227f75d9aad7ede4fefdcb40d7094d55f9ec56d1fac4b84e585"
    },
    {
      "storm_id": "3567",
      "lat": 25.3444,
      "lon": -100.6267,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1059.0,
      "ebshear": 10.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0131
        },
        {
          "name": "alignment",
          "value": -0.0338
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0361
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722372353076935,
        "torsion": 0.0,
        "alignment": -0.03382682800292969,
        "S_field": 0.05603604018688202,
        "Gamma_field": 0.5013179779052734,
        "S_over_Gamma": 0.11177743971347809,
        "Da": 32.962486267089844,
        "E_coh": 0.5417697429656982,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.64,
              25.39
            ],
            [
              -100.62,
              25.39
            ],
            [
              -100.59,
              25.37
            ],
            [
              -100.59,
              25.34
            ],
            [
              -100.63,
              25.29
            ],
            [
              -100.64,
              25.29
            ],
            [
              -100.65,
              25.31
            ],
            [
              -100.64,
              25.33
            ],
            [
              -100.64,
              25.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0361,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "09487df691f81b2e72d688f9768223a285e0bd13bc06eb9beef55eb89c30a4bb",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0361,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00f1f7a6c5d9fec8b0755934567ca02816c037e3c344588fe9c6535bf7b7483b"
      },
      "receipt_sha256": "00f1f7a6c5d9fec8b0755934567ca02816c037e3c344588fe9c6535bf7b7483b"
    },
    {
      "storm_id": "2518",
      "lat": 40.356,
      "lon": -111.115,
      "motion_east": -1.0,
      "motion_south": 0.5,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 810.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0131
        },
        {
          "name": "alignment",
          "value": 2.0874
        },
        {
          "name": "tau",
          "value": 0.2331
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.23309683799743652,
      "coherence_diagnostics": {
        "tau": 0.23309683799743652,
        "grad_tau": 0.019999144598841667,
        "torsion": 0.0,
        "alignment": 2.0874462127685547,
        "S_field": 0.09850725531578064,
        "Gamma_field": 0.5788179636001587,
        "S_over_Gamma": 0.17018693685531616,
        "Da": 34.5806884765625,
        "E_coh": 0.3003091812133789,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.12,
              40.39
            ],
            [
              -111.09,
              40.39
            ],
            [
              -111.08,
              40.38
            ],
            [
              -111.08,
              40.33
            ],
            [
              -111.09,
              40.32
            ],
            [
              -111.14,
              40.32
            ],
            [
              -111.15,
              40.33
            ],
            [
              -111.14,
              40.34
            ],
            [
              -111.14,
              40.37
            ],
            [
              -111.12,
              40.39
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.036,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b5aae0d618f0c7e3a49c90bd25a2818f1137d275290528bb362cd2f6bb2a32d"
      },
      "receipt_sha256": "8b5aae0d618f0c7e3a49c90bd25a2818f1137d275290528bb362cd2f6bb2a32d"
    },
    {
      "storm_id": "3543",
      "lat": 37.6192,
      "lon": -99.6233,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1308.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5131
        },
        {
          "name": "alignment",
          "value": -0.2132
        },
        {
          "name": "tau",
          "value": 0.2545
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.2545014023780823,
      "coherence_diagnostics": {
        "tau": 0.2545014023780823,
        "grad_tau": 0.0870099812746048,
        "torsion": 0.0,
        "alignment": -0.21320758759975433,
        "S_field": 0.06768764555454254,
        "Gamma_field": 0.9446513056755066,
        "S_over_Gamma": 0.0716535747051239,
        "Da": 58.30113983154297,
        "E_coh": 0.8490696549415588,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.65,
              37.66
            ],
            [
              -99.57,
              37.66
            ],
            [
              -99.57,
              37.65
            ],
            [
              -99.58,
              37.64
            ],
            [
              -99.59,
              37.59
            ],
            [
              -99.6,
              37.58
            ],
            [
              -99.62,
              37.58
            ],
            [
              -99.66,
              37.56
            ],
            [
              -99.67,
              37.6
            ],
            [
              -99.66,
              37.61
            ],
            [
              -99.66,
              37.64
            ],
            [
              -99.65,
              37.66
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.036,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b5aae0d618f0c7e3a49c90bd25a2818f1137d275290528bb362cd2f6bb2a32d"
      },
      "receipt_sha256": "8b5aae0d618f0c7e3a49c90bd25a2818f1137d275290528bb362cd2f6bb2a32d"
    },
    {
      "storm_id": "3620",
      "lat": 36.9122,
      "lon": -112.05,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1046.0,
      "ebshear": 14.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6381
        },
        {
          "name": "alignment",
          "value": 2.9141
        },
        {
          "name": "tau",
          "value": 0.2876
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.2876148819923401,
      "coherence_diagnostics": {
        "tau": 0.2876148819923401,
        "grad_tau": 0.08390485495328903,
        "torsion": 0.0,
        "alignment": 2.9140801429748535,
        "S_field": 0.08764440566301346,
        "Gamma_field": 0.6579846143722534,
        "S_over_Gamma": 0.13320130109786987,
        "Da": 40.033103942871094,
        "E_coh": 0.19830012321472168,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.06,
              36.94
            ],
            [
              -112.03,
              36.94
            ],
            [
              -112.02,
              36.93
            ],
            [
              -112.02,
              36.89
            ],
            [
              -112.03,
              36.88
            ],
            [
              -112.07,
              36.88
            ],
            [
              -112.08,
              36.89
            ],
            [
              -112.08,
              36.92
            ],
            [
              -112.06,
              36.94
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.036,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b5aae0d618f0c7e3a49c90bd25a2818f1137d275290528bb362cd2f6bb2a32d"
      },
      "receipt_sha256": "8b5aae0d618f0c7e3a49c90bd25a2818f1137d275290528bb362cd2f6bb2a32d"
    },
    {
      "storm_id": "3172",
      "lat": 33.0136,
      "lon": -98.4995,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3675.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.48,
      "flash_rate": 43.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.5131
        },
        {
          "name": "alignment",
          "value": 0.0031
        },
        {
          "name": "tau",
          "value": 1.8452
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0358
      },
      "coherence_score": 1.8452472686767578,
      "coherence_diagnostics": {
        "tau": 1.8452472686767578,
        "grad_tau": 0.3955685794353485,
        "torsion": 0.0,
        "alignment": 0.003063797950744629,
        "S_field": 0.6029858589172363,
        "Gamma_field": 0.36215129494667053,
        "S_over_Gamma": 1.665010929107666,
        "Da": 21.300880432128906,
        "E_coh": 0.9558441042900085,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.5,
              33.17
            ],
            [
              -98.45,
              33.17
            ],
            [
              -98.43,
              33.15
            ],
            [
              -98.42,
              33.11
            ],
            [
              -98.41,
              33.1
            ],
            [
              -98.41,
              32.97
            ],
            [
              -98.42,
              32.96
            ],
            [
              -98.42,
              32.91
            ],
            [
              -98.45,
              32.89
            ],
            [
              -98.49,
              32.89
            ],
            [
              -98.53,
              32.91
            ],
            [
              -98.57,
              32.91
            ],
            [
              -98.58,
              32.9
            ],
            [
              -98.6,
              32.9
            ],
            [
              -98.62,
              32.94
            ],
            [
              -98.59,
              32.97
            ],
            [
              -98.54,
              32.99
            ],
            [
              -98.51,
              33.03
            ],
            [
              -98.51,
              33.05
            ],
            [
              -98.52,
              33.06
            ],
            [
              -98.52,
              33.15
            ],
            [
              -98.5,
              33.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0358,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0358,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf1c181162d20481b785c529df9a5dd63667abf1d2774ebfb223c0dcdcf82873"
      },
      "receipt_sha256": "cf1c181162d20481b785c529df9a5dd63667abf1d2774ebfb223c0dcdcf82873"
    },
    {
      "storm_id": "3010",
      "lat": 38.0567,
      "lon": -113.2678,
      "motion_east": -2.0,
      "motion_south": 0.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 563.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.52,
      "flash_rate": 41.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7631
        },
        {
          "name": "alignment",
          "value": 1.2993
        },
        {
          "name": "tau",
          "value": 0.204
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0357
      },
      "coherence_score": 0.20400358736515045,
      "coherence_diagnostics": {
        "tau": 0.20400358736515045,
        "grad_tau": 0.013844791799783707,
        "torsion": 0.0,
        "alignment": 1.2993457317352295,
        "S_field": 0.041644588112831116,
        "Gamma_field": 0.5013179779052734,
        "S_over_Gamma": 0.08307020366191864,
        "Da": 29.538576126098633,
        "E_coh": 0.28759732842445374,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.29,
              38.09
            ],
            [
              -113.24,
              38.09
            ],
            [
              -113.22,
              38.07
            ],
            [
              -113.22,
              38.03
            ],
            [
              -113.26,
              38.01
            ],
            [
              -113.29,
              38.02
            ],
            [
              -113.3,
              38.03
            ],
            [
              -113.3,
              38.08
            ],
            [
              -113.29,
              38.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0357,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0357,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50494a96011a457669add7471a3ff2d3090c9f8e10fbe1fbef237e1e47db4738"
      },
      "receipt_sha256": "50494a96011a457669add7471a3ff2d3090c9f8e10fbe1fbef237e1e47db4738"
    },
    {
      "storm_id": "3613",
      "lat": 39.7264,
      "lon": -94.1591,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2595.0,
      "ebshear": 14.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1381
        },
        {
          "name": "alignment",
          "value": -0.5694
        },
        {
          "name": "tau",
          "value": 2.411
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0357
      },
      "coherence_score": 2.4109549522399902,
      "coherence_diagnostics": {
        "tau": 2.4109549522399902,
        "grad_tau": 0.4946815073490143,
        "torsion": 0.0,
        "alignment": -0.5694098472595215,
        "S_field": 1.0479060411453247,
        "Gamma_field": 0.2846513092517853,
        "S_over_Gamma": 3.6813673973083496,
        "Da": 17.410751342773438,
        "E_coh": 0.9803828001022339,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.18,
              39.77
            ],
            [
              -94.12,
              39.76
            ],
            [
              -94.14,
              39.76
            ],
            [
              -94.16,
              39.74
            ],
            [
              -94.16,
              39.72
            ],
            [
              -94.14,
              39.69
            ],
            [
              -94.15,
              39.68
            ],
            [
              -94.16,
              39.69
            ],
            [
              -94.19,
              39.69
            ],
            [
              -94.17,
              39.72
            ],
            [
              -94.18,
              39.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0357,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0357,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50494a96011a457669add7471a3ff2d3090c9f8e10fbe1fbef237e1e47db4738"
      },
      "receipt_sha256": "50494a96011a457669add7471a3ff2d3090c9f8e10fbe1fbef237e1e47db4738"
    },
    {
      "storm_id": "1498",
      "lat": 39.2575,
      "lon": -93.2205,
      "motion_east": 1.8,
      "motion_south": 1.1,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3514.0,
      "ebshear": 12.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -0.1081
        },
        {
          "name": "tau",
          "value": 2.7365
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 2.736462116241455,
      "coherence_diagnostics": {
        "tau": 2.736462116241455,
        "grad_tau": 0.4025666117668152,
        "torsion": 0.0,
        "alignment": -0.10805389285087585,
        "S_field": 0.5026918649673462,
        "Gamma_field": 0.3221513032913208,
        "S_over_Gamma": 1.5604215860366821,
        "Da": 19.68114471435547,
        "E_coh": 0.9746018648147583,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.21,
              39.32
            ],
            [
              -93.13,
              39.32
            ],
            [
              -93.12,
              39.31
            ],
            [
              -93.12,
              39.27
            ],
            [
              -93.13,
              39.25
            ],
            [
              -93.14,
              39.25
            ],
            [
              -93.18,
              39.22
            ],
            [
              -93.22,
              39.21
            ],
            [
              -93.23,
              39.2
            ],
            [
              -93.23,
              39.18
            ],
            [
              -93.25,
              39.19
            ],
            [
              -93.3,
              39.19
            ],
            [
              -93.31,
              39.2
            ],
            [
              -93.31,
              39.25
            ],
            [
              -93.3,
              39.27
            ],
            [
              -93.28,
              39.28
            ],
            [
              -93.27,
              39.3
            ],
            [
              -93.25,
              39.31
            ],
            [
              -93.22,
              39.31
            ],
            [
              -93.21,
              39.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0355,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
      },
      "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
    },
    {
      "storm_id": "2194",
      "lat": 37.749,
      "lon": -96.506,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1708.0,
      "ebshear": 13.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7631
        },
        {
          "name": "alignment",
          "value": -0.9098
        },
        {
          "name": "tau",
          "value": 1.382
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 1.381980061531067,
      "coherence_diagnostics": {
        "tau": 1.381980061531067,
        "grad_tau": 0.4442552328109741,
        "torsion": 0.0,
        "alignment": -0.9098405838012695,
        "S_field": 0.5409420132637024,
        "Gamma_field": 0.37131795287132263,
        "S_over_Gamma": 1.4568161964416504,
        "Da": 21.984813690185547,
        "E_coh": 0.9542415142059326,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.53,
              37.78
            ],
            [
              -96.46,
              37.78
            ],
            [
              -96.45,
              37.77
            ],
            [
              -96.45,
              37.74
            ],
            [
              -96.48,
              37.7
            ],
            [
              -96.53,
              37.7
            ],
            [
              -96.55,
              37.72
            ],
            [
              -96.55,
              37.75
            ],
            [
              -96.53,
              37.77
            ],
            [
              -96.53,
              37.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0355,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
      },
      "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
    },
    {
      "storm_id": "3104",
      "lat": 39.25,
      "lon": -94.4791,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2690.0,
      "ebshear": 13.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3881
        },
        {
          "name": "alignment",
          "value": 0.2044
        },
        {
          "name": "tau",
          "value": 2.3283
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 2.3282601833343506,
      "coherence_diagnostics": {
        "tau": 2.3282601833343506,
        "grad_tau": 0.4378370940685272,
        "torsion": 0.0,
        "alignment": 0.20442847907543182,
        "S_field": 0.6784150004386902,
        "Gamma_field": 0.32131797075271606,
        "S_over_Gamma": 2.1113510131835938,
        "Da": 19.443666458129883,
        "E_coh": 0.9624515771865845,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.49,
              39.28
            ],
            [
              -94.44,
              39.28
            ],
            [
              -94.43,
              39.27
            ],
            [
              -94.44,
              39.25
            ],
            [
              -94.44,
              39.21
            ],
            [
              -94.5,
              39.21
            ],
            [
              -94.51,
              39.22
            ],
            [
              -94.51,
              39.24
            ],
            [
              -94.5,
              39.25
            ],
            [
              -94.52,
              39.26
            ],
            [
              -94.49,
              39.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0355,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
      },
      "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
    },
    {
      "storm_id": "3319",
      "lat": 30.7645,
      "lon": -107.5576,
      "motion_east": 0.0,
      "motion_south": 3.6,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1327.0,
      "ebshear": 9.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 0.7938
        },
        {
          "name": "tau",
          "value": 0.8438
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 0.8438401222229004,
      "coherence_diagnostics": {
        "tau": 0.8438401222229004,
        "grad_tau": 0.14435894787311554,
        "torsion": 0.0,
        "alignment": 0.7937722206115723,
        "S_field": 0.3737372159957886,
        "Gamma_field": 0.4546512961387634,
        "S_over_Gamma": 0.8220304846763611,
        "Da": 28.424203872680664,
        "E_coh": 0.9917871356010437,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.6,
              30.9
            ],
            [
              -107.58,
              30.88
            ],
            [
              -107.55,
              30.88
            ],
            [
              -107.53,
              30.86
            ],
            [
              -107.49,
              30.84
            ],
            [
              -107.46,
              30.81
            ],
            [
              -107.44,
              30.77
            ],
            [
              -107.44,
              30.71
            ],
            [
              -107.47,
              30.67
            ],
            [
              -107.48,
              30.68
            ],
            [
              -107.5,
              30.68
            ],
            [
              -107.52,
              30.66
            ],
            [
              -107.56,
              30.66
            ],
            [
              -107.57,
              30.65
            ],
            [
              -107.6,
              30.65
            ],
            [
              -107.62,
              30.66
            ],
            [
              -107.63,
              30.68
            ],
            [
              -107.62,
              30.69
            ],
            [
              -107.62,
              30.72
            ],
            [
              -107.61,
              30.74
            ],
            [
              -107.57,
              30.76
            ],
            [
              -107.57,
              30.77
            ],
            [
              -107.59,
              30.79
            ],
            [
              -107.58,
              30.8
            ],
            [
              -107.59,
              30.81
            ],
            [
              -107.59,
              30.83
            ],
            [
              -107.58,
              30.84
            ],
            [
              -107.61,
              30.88
            ],
            [
              -107.6,
              30.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0355,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
      },
      "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
    },
    {
      "storm_id": "3403",
      "lat": 39.1044,
      "lon": -93.2078,
      "motion_east": 1.8,
      "motion_south": 1.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3657.0,
      "ebshear": 11.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -0.1081
        },
        {
          "name": "tau",
          "value": 2.7365
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 2.736462116241455,
      "coherence_diagnostics": {
        "tau": 2.736462116241455,
        "grad_tau": 0.4025666117668152,
        "torsion": 0.0,
        "alignment": -0.10805389285087585,
        "S_field": 0.5026918649673462,
        "Gamma_field": 0.3221513032913208,
        "S_over_Gamma": 1.5604215860366821,
        "Da": 19.68114471435547,
        "E_coh": 0.9746018648147583,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.22,
              39.14
            ],
            [
              -93.2,
              39.13
            ],
            [
              -93.17,
              39.13
            ],
            [
              -93.17,
              39.07
            ],
            [
              -93.19,
              39.06
            ],
            [
              -93.22,
              39.06
            ],
            [
              -93.24,
              39.08
            ],
            [
              -93.24,
              39.13
            ],
            [
              -93.22,
              39.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0355,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
      },
      "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
    },
    {
      "storm_id": "3405",
      "lat": 39.04,
      "lon": -93.7164,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3521.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0131
        },
        {
          "name": "alignment",
          "value": -0.1081
        },
        {
          "name": "tau",
          "value": 2.7365
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 2.736462116241455,
      "coherence_diagnostics": {
        "tau": 2.736462116241455,
        "grad_tau": 0.4025666117668152,
        "torsion": 0.0,
        "alignment": -0.10805389285087585,
        "S_field": 0.5026918649673462,
        "Gamma_field": 0.3221513032913208,
        "S_over_Gamma": 1.5604215860366821,
        "Da": 19.68114471435547,
        "E_coh": 0.9746018648147583,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.68,
              39.08
            ],
            [
              -93.67,
              39.06
            ],
            [
              -93.68,
              39.03
            ],
            [
              -93.72,
              38.98
            ],
            [
              -93.75,
              38.98
            ],
            [
              -93.76,
              38.99
            ],
            [
              -93.76,
              39.05
            ],
            [
              -93.74,
              39.07
            ],
            [
              -93.73,
              39.06
            ],
            [
              -93.71,
              39.06
            ],
            [
              -93.68,
              39.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0355,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
      },
      "receipt_sha256": "c723c55392bb1cafe77fb3582b5ae863956457327a4439c18b7e038b9daa22d3"
    },
    {
      "storm_id": "3573",
      "lat": 38.618,
      "lon": -96.7027,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2015.0,
      "ebshear": 18.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3881
        },
        {
          "name": "alignment",
          "value": -0.865
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 1.230193018913269,
      "coherence_diagnostics": {
        "tau": 1.230193018913269,
        "grad_tau": 0.46592220664024353,
        "torsion": 3.57950624696457e-09,
        "alignment": -0.86500483751297,
        "S_field": 0.25094330310821533,
        "Gamma_field": 0.5146512985229492,
        "S_over_Gamma": 0.4875986874103546,
        "Da": 30.811019897460938,
        "E_coh": 0.8572108745574951,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.74,
              38.67
            ],
            [
              -96.71,
              38.65
            ],
            [
              -96.7,
              38.66
            ],
            [
              -96.68,
              38.66
            ],
            [
              -96.67,
              38.64
            ],
            [
              -96.67,
              38.61
            ],
            [
              -96.66,
              38.6
            ],
            [
              -96.66,
              38.59
            ],
            [
              -96.68,
              38.57
            ],
            [
              -96.7,
              38.57
            ],
            [
              -96.71,
              38.58
            ],
            [
              -96.72,
              38.57
            ],
            [
              -96.75,
              38.57
            ],
            [
              -96.75,
              38.66
            ],
            [
              -96.74,
              38.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0352,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b72929e4587f77380e8cf421e97da5bc9b59368fffd8bd9abc618cf9143eb5e2"
      },
      "receipt_sha256": "b72929e4587f77380e8cf421e97da5bc9b59368fffd8bd9abc618cf9143eb5e2"
    },
    {
      "storm_id": "3574",
      "lat": 38.3133,
      "lon": -97.2189,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1671.0,
      "ebshear": 14.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6381
        },
        {
          "name": "alignment",
          "value": -0.414
        },
        {
          "name": "tau",
          "value": 0.7754
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.7753745913505554,
      "coherence_diagnostics": {
        "tau": 0.7753745913505554,
        "grad_tau": 0.39531081914901733,
        "torsion": -1.5799641595037883e-09,
        "alignment": -0.41402769088745117,
        "S_field": 0.16401183605194092,
        "Gamma_field": 0.8179846405982971,
        "S_over_Gamma": 0.2005072385072708,
        "Da": 49.059417724609375,
        "E_coh": 0.832787036895752,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.23,
              38.35
            ],
            [
              -97.2,
              38.35
            ],
            [
              -97.18,
              38.34
            ],
            [
              -97.18,
              38.28
            ],
            [
              -97.19,
              38.27
            ],
            [
              -97.25,
              38.27
            ],
            [
              -97.26,
              38.28
            ],
            [
              -97.25,
              38.33
            ],
            [
              -97.23,
              38.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0352,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b72929e4587f77380e8cf421e97da5bc9b59368fffd8bd9abc618cf9143eb5e2"
      },
      "receipt_sha256": "b72929e4587f77380e8cf421e97da5bc9b59368fffd8bd9abc618cf9143eb5e2"
    },
    {
      "storm_id": "3047",
      "lat": 40.1146,
      "lon": -111.2846,
      "motion_east": -3.0,
      "motion_south": 0.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 560.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.3881
        },
        {
          "name": "alignment",
          "value": -0.7828
        },
        {
          "name": "tau",
          "value": 0.2183
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.2182522416114807,
      "coherence_diagnostics": {
        "tau": 0.2182522416114807,
        "grad_tau": 0.014162034727633,
        "torsion": 0.0,
        "alignment": -0.7828088402748108,
        "S_field": 0.0984160378575325,
        "Gamma_field": 0.5988179445266724,
        "S_over_Gamma": 0.1643505096435547,
        "Da": 36.4708137512207,
        "E_coh": 0.26922088861465454,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.31,
              40.21
            ],
            [
              -111.24,
              40.21
            ],
            [
              -111.21,
              40.17
            ],
            [
              -111.21,
              40.13
            ],
            [
              -111.24,
              40.08
            ],
            [
              -111.24,
              40.05
            ],
            [
              -111.27,
              40.03
            ],
            [
              -111.31,
              40.03
            ],
            [
              -111.32,
              40.04
            ],
            [
              -111.32,
              40.06
            ],
            [
              -111.36,
              40.11
            ],
            [
              -111.36,
              40.16
            ],
            [
              -111.31,
              40.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0351,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b3a84136deb1901533e8e3996b22fdc299576acbae27cc2befea80232b36539"
      },
      "receipt_sha256": "7b3a84136deb1901533e8e3996b22fdc299576acbae27cc2befea80232b36539"
    },
    {
      "storm_id": "3171",
      "lat": 33.9353,
      "lon": -99.44,
      "motion_east": 1.8,
      "motion_south": -2.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1565.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5131
        },
        {
          "name": "alignment",
          "value": -0.8257
        },
        {
          "name": "tau",
          "value": 1.2949
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 1.2948969602584839,
      "coherence_diagnostics": {
        "tau": 1.2948969602584839,
        "grad_tau": 0.37365931272506714,
        "torsion": 0.0,
        "alignment": -0.8256753087043762,
        "S_field": 0.397735059261322,
        "Gamma_field": 0.36715131998062134,
        "S_over_Gamma": 1.0833001136779785,
        "Da": 21.77968978881836,
        "E_coh": 0.8681495189666748,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.46,
              34.03
            ],
            [
              -99.4,
              34.02
            ],
            [
              -99.39,
              34.01
            ],
            [
              -99.39,
              33.97
            ],
            [
              -99.38,
              33.96
            ],
            [
              -99.4,
              33.93
            ],
            [
              -99.4,
              33.88
            ],
            [
              -99.42,
              33.84
            ],
            [
              -99.44,
              33.84
            ],
            [
              -99.45,
              33.83
            ],
            [
              -99.5,
              33.85
            ],
            [
              -99.52,
              33.89
            ],
            [
              -99.51,
              33.96
            ],
            [
              -99.48,
              33.99
            ],
            [
              -99.46,
              34.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0351,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b3a84136deb1901533e8e3996b22fdc299576acbae27cc2befea80232b36539"
      },
      "receipt_sha256": "7b3a84136deb1901533e8e3996b22fdc299576acbae27cc2befea80232b36539"
    },
    {
      "storm_id": "3358",
      "lat": 28.058,
      "lon": -102.752,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1594.0,
      "ebshear": 17.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 1.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7631
        },
        {
          "name": "alignment",
          "value": -0.8152
        },
        {
          "name": "tau",
          "value": 1.0577
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 1.0577116012573242,
      "coherence_diagnostics": {
        "tau": 1.0577116012573242,
        "grad_tau": 0.08651665598154068,
        "torsion": 0.0,
        "alignment": -0.8151851296424866,
        "S_field": 0.4124833643436432,
        "Gamma_field": 0.4004846513271332,
        "S_over_Gamma": 1.0299605131149292,
        "Da": 24.17367935180664,
        "E_coh": 0.967336118221283,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.77,
              28.1
            ],
            [
              -102.72,
              28.09
            ],
            [
              -102.7,
              28.06
            ],
            [
              -102.7,
              28.03
            ],
            [
              -102.73,
              28.0
            ],
            [
              -102.75,
              28.0
            ],
            [
              -102.8,
              28.05
            ],
            [
              -102.79,
              28.06
            ],
            [
              -102.79,
              28.09
            ],
            [
              -102.77,
              28.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0351,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b3a84136deb1901533e8e3996b22fdc299576acbae27cc2befea80232b36539"
      },
      "receipt_sha256": "7b3a84136deb1901533e8e3996b22fdc299576acbae27cc2befea80232b36539"
    },
    {
      "storm_id": "3343",
      "lat": 33.49,
      "lon": -99.052,
      "motion_east": 2.1,
      "motion_south": -3.0,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2522.0,
      "ebshear": 9.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.4,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7631
        },
        {
          "name": "alignment",
          "value": -0.297
        },
        {
          "name": "tau",
          "value": 1.5625
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 1.562453031539917,
      "coherence_diagnostics": {
        "tau": 1.562453031539917,
        "grad_tau": 0.33472728729248047,
        "torsion": 0.0,
        "alignment": -0.29704609513282776,
        "S_field": 0.7617700695991516,
        "Gamma_field": 0.3179846405982971,
        "S_over_Gamma": 2.3956191539764404,
        "Da": 18.693702697753906,
        "E_coh": 0.9478858709335327,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.08,
              33.52
            ],
            [
              -99.02,
              33.52
            ],
            [
              -99.0,
              33.49
            ],
            [
              -99.0,
              33.47
            ],
            [
              -99.02,
              33.45
            ],
            [
              -99.06,
              33.47
            ],
            [
              -99.08,
              33.47
            ],
            [
              -99.09,
              33.48
            ],
            [
              -99.09,
              33.51
            ],
            [
              -99.08,
              33.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0349,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "bd339cae402b70b0fd207c0d8fbe7a6100bd6947653923049a33e789b4bb4f97",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0349,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36592b2f42441197f5a4ab1e0a23c017e3f0ec2e6fc3d6f423296416dffdba68"
      },
      "receipt_sha256": "36592b2f42441197f5a4ab1e0a23c017e3f0ec2e6fc3d6f423296416dffdba68"
    },
    {
      "storm_id": "3075",
      "lat": 38.436,
      "lon": -95.89,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2189.0,
      "ebshear": 14.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3881
        },
        {
          "name": "alignment",
          "value": -0.865
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 1.230193018913269,
      "coherence_diagnostics": {
        "tau": 1.230193018913269,
        "grad_tau": 0.46592220664024353,
        "torsion": 3.57950624696457e-09,
        "alignment": -0.86500483751297,
        "S_field": 0.25094330310821533,
        "Gamma_field": 0.5146512985229492,
        "S_over_Gamma": 0.4875986874103546,
        "Da": 30.811019897460938,
        "E_coh": 0.8572108745574951,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.91,
              38.47
            ],
            [
              -95.83,
              38.47
            ],
            [
              -95.84,
              38.45
            ],
            [
              -95.84,
              38.41
            ],
            [
              -95.85,
              38.4
            ],
            [
              -95.92,
              38.4
            ],
            [
              -95.94,
              38.41
            ],
            [
              -95.93,
              38.42
            ],
            [
              -95.93,
              38.46
            ],
            [
              -95.91,
              38.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0348,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1299265535bce7a352bbbc5eabcdf8a5c934edded8bb7d58f116fe2406419f46",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0348,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76783fa6253743a28fd55ffb70479979df67896704b8058607f8fec1cb5d7f04"
      },
      "receipt_sha256": "76783fa6253743a28fd55ffb70479979df67896704b8058607f8fec1cb5d7f04"
    },
    {
      "storm_id": "3541",
      "lat": 38.285,
      "lon": -95.35,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1854.0,
      "ebshear": 10.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1381
        },
        {
          "name": "alignment",
          "value": -1.0411
        },
        {
          "name": "tau",
          "value": 1.7053
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 1.7052979469299316,
      "coherence_diagnostics": {
        "tau": 1.7052979469299316,
        "grad_tau": 0.5249754190444946,
        "torsion": 0.0,
        "alignment": -1.0411272048950195,
        "S_field": 0.2519531846046448,
        "Gamma_field": 0.4613179862499237,
        "S_over_Gamma": 0.5461594462394714,
        "Da": 27.765762329101562,
        "E_coh": 0.8678483963012695,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.41,
              38.33
            ],
            [
              -95.37,
              38.33
            ],
            [
              -95.33,
              38.3
            ],
            [
              -95.3,
              38.3
            ],
            [
              -95.28,
              38.28
            ],
            [
              -95.29,
              38.27
            ],
            [
              -95.29,
              38.24
            ],
            [
              -95.3,
              38.23
            ],
            [
              -95.34,
              38.23
            ],
            [
              -95.35,
              38.25
            ],
            [
              -95.39,
              38.29
            ],
            [
              -95.42,
              38.29
            ],
            [
              -95.42,
              38.32
            ],
            [
              -95.41,
              38.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0348,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1299265535bce7a352bbbc5eabcdf8a5c934edded8bb7d58f116fe2406419f46",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0348,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76783fa6253743a28fd55ffb70479979df67896704b8058607f8fec1cb5d7f04"
      },
      "receipt_sha256": "76783fa6253743a28fd55ffb70479979df67896704b8058607f8fec1cb5d7f04"
    },
    {
      "storm_id": "3626",
      "lat": 35.5483,
      "lon": -100.7617,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1322.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5131
        },
        {
          "name": "alignment",
          "value": 0.3736
        },
        {
          "name": "tau",
          "value": 0.5236
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 0.523581862449646,
      "coherence_diagnostics": {
        "tau": 0.523581862449646,
        "grad_tau": 0.1782713383436203,
        "torsion": 0.0,
        "alignment": 0.3735770583152771,
        "S_field": 0.07962507754564285,
        "Gamma_field": 0.5638179779052734,
        "S_over_Gamma": 0.14122478663921356,
        "Da": 33.28280258178711,
        "E_coh": 0.11166540533304214,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.78,
              35.58
            ],
            [
              -100.76,
              35.57
            ],
            [
              -100.73,
              35.58
            ],
            [
              -100.72,
              35.57
            ],
            [
              -100.72,
              35.54
            ],
            [
              -100.75,
              35.5
            ],
            [
              -100.76,
              35.51
            ],
            [
              -100.78,
              35.51
            ],
            [
              -100.78,
              35.53
            ],
            [
              -100.79,
              35.54
            ],
            [
              -100.79,
              35.57
            ],
            [
              -100.78,
              35.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0348,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "1299265535bce7a352bbbc5eabcdf8a5c934edded8bb7d58f116fe2406419f46",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0348,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76783fa6253743a28fd55ffb70479979df67896704b8058607f8fec1cb5d7f04"
      },
      "receipt_sha256": "76783fa6253743a28fd55ffb70479979df67896704b8058607f8fec1cb5d7f04"
    },
    {
      "storm_id": "3298",
      "lat": 38.2014,
      "lon": -96.5514,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2128.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3881
        },
        {
          "name": "alignment",
          "value": -0.865
        },
        {
          "name": "tau",
          "value": 1.2302
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 1.230193018913269,
      "coherence_diagnostics": {
        "tau": 1.230193018913269,
        "grad_tau": 0.46592220664024353,
        "torsion": 3.57950624696457e-09,
        "alignment": -0.86500483751297,
        "S_field": 0.25094330310821533,
        "Gamma_field": 0.5146512985229492,
        "S_over_Gamma": 0.4875986874103546,
        "Da": 30.811019897460938,
        "E_coh": 0.8572108745574951,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.56,
              38.23
            ],
            [
              -96.52,
              38.23
            ],
            [
              -96.52,
              38.17
            ],
            [
              -96.54,
              38.16
            ],
            [
              -96.58,
              38.17
            ],
            [
              -96.58,
              38.22
            ],
            [
              -96.56,
              38.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0341,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f75bb5790d2fc1ec1c2b61033a4e122d530cf8c1a23bd956ed65d8d2901ddc26"
      },
      "receipt_sha256": "f75bb5790d2fc1ec1c2b61033a4e122d530cf8c1a23bd956ed65d8d2901ddc26"
    },
    {
      "storm_id": "3177",
      "lat": 31.2312,
      "lon": -107.5563,
      "motion_east": 0.1,
      "motion_south": 1.7,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1358.0,
      "ebshear": 10.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 0.7938
        },
        {
          "name": "tau",
          "value": 0.8438
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.8438401222229004,
      "coherence_diagnostics": {
        "tau": 0.8438401222229004,
        "grad_tau": 0.14435894787311554,
        "torsion": 0.0,
        "alignment": 0.7937722206115723,
        "S_field": 0.3737372159957886,
        "Gamma_field": 0.4546512961387634,
        "S_over_Gamma": 0.8220304846763611,
        "Da": 28.424203872680664,
        "E_coh": 0.9917871356010437,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.59,
              31.26
            ],
            [
              -107.54,
              31.26
            ],
            [
              -107.52,
              31.24
            ],
            [
              -107.52,
              31.21
            ],
            [
              -107.53,
              31.2
            ],
            [
              -107.57,
              31.2
            ],
            [
              -107.59,
              31.22
            ],
            [
              -107.59,
              31.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0339,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
      },
      "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
    },
    {
      "storm_id": "3356",
      "lat": 29.6411,
      "lon": -104.0178,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1407.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.16,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1381
        },
        {
          "name": "alignment",
          "value": -0.2182
        },
        {
          "name": "tau",
          "value": 0.9207
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.9206968545913696,
      "coherence_diagnostics": {
        "tau": 0.9206968545913696,
        "grad_tau": 0.06315184384584427,
        "torsion": 0.0,
        "alignment": -0.21821005642414093,
        "S_field": 0.17532987892627716,
        "Gamma_field": 0.4396513104438782,
        "S_over_Gamma": 0.3987930417060852,
        "Da": 27.19055938720703,
        "E_coh": 0.9002638459205627,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.04,
              29.67
            ],
            [
              -103.99,
              29.67
            ],
            [
              -103.98,
              29.66
            ],
            [
              -103.98,
              29.63
            ],
            [
              -104.0,
              29.6
            ],
            [
              -104.03,
              29.6
            ],
            [
              -104.05,
              29.61
            ],
            [
              -104.05,
              29.66
            ],
            [
              -104.04,
              29.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0339,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
      },
      "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
    },
    {
      "storm_id": "3519",
      "lat": 31.5927,
      "lon": -105.2036,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1418.0,
      "ebshear": 10.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7631
        },
        {
          "name": "alignment",
          "value": 1.5932
        },
        {
          "name": "tau",
          "value": 1.0915
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 1.091515064239502,
      "coherence_diagnostics": {
        "tau": 1.091515064239502,
        "grad_tau": 0.056691836565732956,
        "torsion": 0.0,
        "alignment": 1.593246340751648,
        "S_field": 0.5614227056503296,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.4755463600158691,
        "Da": 23.838211059570312,
        "E_coh": 0.9452536106109619,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.23,
              31.63
            ],
            [
              -105.21,
              31.63
            ],
            [
              -105.2,
              31.62
            ],
            [
              -105.15,
              31.63
            ],
            [
              -105.15,
              31.56
            ],
            [
              -105.18,
              31.54
            ],
            [
              -105.19,
              31.55
            ],
            [
              -105.22,
              31.55
            ],
            [
              -105.23,
              31.58
            ],
            [
              -105.25,
              31.6
            ],
            [
              -105.23,
              31.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0339,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
      },
      "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
    },
    {
      "storm_id": "3637",
      "lat": 31.3617,
      "lon": -107.7211,
      "motion_east": -1.0,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1399.0,
      "ebshear": 12.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 0.7938
        },
        {
          "name": "tau",
          "value": 0.8438
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.8438401222229004,
      "coherence_diagnostics": {
        "tau": 0.8438401222229004,
        "grad_tau": 0.14435894787311554,
        "torsion": 0.0,
        "alignment": 0.7937722206115723,
        "S_field": 0.3737372159957886,
        "Gamma_field": 0.4546512961387634,
        "S_over_Gamma": 0.8220304846763611,
        "Da": 28.424203872680664,
        "E_coh": 0.9917871356010437,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.73,
              31.4
            ],
            [
              -107.72,
              31.39
            ],
            [
              -107.71,
              31.4
            ],
            [
              -107.66,
              31.4
            ],
            [
              -107.66,
              31.39
            ],
            [
              -107.68,
              31.37
            ],
            [
              -107.71,
              31.37
            ],
            [
              -107.72,
              31.35
            ],
            [
              -107.7,
              31.33
            ],
            [
              -107.7,
              31.32
            ],
            [
              -107.74,
              31.31
            ],
            [
              -107.75,
              31.3
            ],
            [
              -107.76,
              31.31
            ],
            [
              -107.76,
              31.34
            ],
            [
              -107.75,
              31.35
            ],
            [
              -107.76,
              31.39
            ],
            [
              -107.74,
              31.39
            ],
            [
              -107.73,
              31.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0339,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
      },
      "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
    },
    {
      "storm_id": "3650",
      "lat": 29.5208,
      "lon": -104.0792,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1452.0,
      "ebshear": 15.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1381
        },
        {
          "name": "alignment",
          "value": -0.2182
        },
        {
          "name": "tau",
          "value": 0.9207
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.9206968545913696,
      "coherence_diagnostics": {
        "tau": 0.9206968545913696,
        "grad_tau": 0.06315184384584427,
        "torsion": 0.0,
        "alignment": -0.21821005642414093,
        "S_field": 0.17532987892627716,
        "Gamma_field": 0.4396513104438782,
        "S_over_Gamma": 0.3987930417060852,
        "Da": 27.19055938720703,
        "E_coh": 0.9002638459205627,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.13,
              29.56
            ],
            [
              -104.07,
              29.56
            ],
            [
              -104.03,
              29.54
            ],
            [
              -104.02,
              29.52
            ],
            [
              -104.02,
              29.49
            ],
            [
              -104.03,
              29.48
            ],
            [
              -104.07,
              29.48
            ],
            [
              -104.08,
              29.49
            ],
            [
              -104.13,
              29.5
            ],
            [
              -104.12,
              29.52
            ],
            [
              -104.12,
              29.55
            ],
            [
              -104.13,
              29.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0339,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
      },
      "receipt_sha256": "b484a45ecd580a65bf224c66a02aed1348aed0bc1a91e2b8bf11333a3d02ca51"
    },
    {
      "storm_id": "3362",
      "lat": 42.2888,
      "lon": -112.6538,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 246.0,
      "ebshear": 13.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1381
        },
        {
          "name": "alignment",
          "value": 0.4382
        },
        {
          "name": "tau",
          "value": 0.3898
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0336
      },
      "coherence_score": 0.3897888660430908,
      "coherence_diagnostics": {
        "tau": 0.3897888660430908,
        "grad_tau": 0.04356081038713455,
        "torsion": 0.0,
        "alignment": 0.4382125437259674,
        "S_field": 0.17337563633918762,
        "Gamma_field": 0.48881796002388,
        "S_over_Gamma": 0.35468342900276184,
        "Da": 28.214202880859375,
        "E_coh": 0.3542741537094116,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.65,
              42.33
            ],
            [
              -112.62,
              42.31
            ],
            [
              -112.62,
              42.28
            ],
            [
              -112.64,
              42.25
            ],
            [
              -112.67,
              42.25
            ],
            [
              -112.69,
              42.26
            ],
            [
              -112.69,
              42.3
            ],
            [
              -112.65,
              42.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0336,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "675255ff4a3fca922495804f904a8b9dd0aba2f4f429488e185401df9e9f8834",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0336,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26fb2ba1e6b98c7e0bbe0e0ff391d68e1c8af7587ca54a19ef1eab0d5838d9be"
      },
      "receipt_sha256": "26fb2ba1e6b98c7e0bbe0e0ff391d68e1c8af7587ca54a19ef1eab0d5838d9be"
    },
    {
      "storm_id": "3612",
      "lat": 40.0856,
      "lon": -106.2044,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 408.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0131
        },
        {
          "name": "alignment",
          "value": 1.7168
        },
        {
          "name": "tau",
          "value": 0.2911
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0336
      },
      "coherence_score": 0.2911378741264343,
      "coherence_diagnostics": {
        "tau": 0.2911378741264343,
        "grad_tau": 0.040700338780879974,
        "torsion": 0.0,
        "alignment": 1.7168333530426025,
        "S_field": 0.10703343152999878,
        "Gamma_field": 0.5696513056755066,
        "S_over_Gamma": 0.18789289891719818,
        "Da": 35.41217803955078,
        "E_coh": 0.7360699772834778,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.23,
              40.12
            ],
            [
              -106.17,
              40.12
            ],
            [
              -106.16,
              40.1
            ],
            [
              -106.16,
              40.07
            ],
            [
              -106.19,
              40.04
            ],
            [
              -106.21,
              40.04
            ],
            [
              -106.24,
              40.06
            ],
            [
              -106.25,
              40.1
            ],
            [
              -106.23,
              40.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0336,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "675255ff4a3fca922495804f904a8b9dd0aba2f4f429488e185401df9e9f8834",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0336,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26fb2ba1e6b98c7e0bbe0e0ff391d68e1c8af7587ca54a19ef1eab0d5838d9be"
      },
      "receipt_sha256": "26fb2ba1e6b98c7e0bbe0e0ff391d68e1c8af7587ca54a19ef1eab0d5838d9be"
    },
    {
      "storm_id": "2780",
      "lat": 31.7823,
      "lon": -105.9623,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1572.0,
      "ebshear": 13.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8881
        },
        {
          "name": "alignment",
          "value": 1.1057
        },
        {
          "name": "tau",
          "value": 1.0237
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0327
      },
      "coherence_score": 1.0236942768096924,
      "coherence_diagnostics": {
        "tau": 1.0236942768096924,
        "grad_tau": 0.06602098047733307,
        "torsion": 0.0,
        "alignment": 1.1057398319244385,
        "S_field": 0.4805784523487091,
        "Gamma_field": 0.3804846405982971,
        "S_over_Gamma": 1.2630692720413208,
        "Da": 24.095016479492188,
        "E_coh": 0.9370891451835632,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.99,
              31.89
            ],
            [
              -105.94,
              31.89
            ],
            [
              -105.93,
              31.87
            ],
            [
              -105.93,
              31.82
            ],
            [
              -105.94,
              31.81
            ],
            [
              -105.92,
              31.79
            ],
            [
              -105.91,
              31.75
            ],
            [
              -105.9,
              31.74
            ],
            [
              -105.9,
              31.72
            ],
            [
              -105.93,
              31.69
            ],
            [
              -105.93,
              31.68
            ],
            [
              -105.95,
              31.67
            ],
            [
              -105.99,
              31.67
            ],
            [
              -106.01,
              31.68
            ],
            [
              -106.01,
              31.73
            ],
            [
              -106.02,
              31.75
            ],
            [
              -106.0,
              31.77
            ],
            [
              -106.0,
              31.83
            ],
            [
              -105.99,
              31.84
            ],
            [
              -105.99,
              31.86
            ],
            [
              -106.0,
              31.87
            ],
            [
              -105.99,
              31.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0327,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d2a4f5689017cfe20186414d6e286910d8e0b643fecde7127de5f90a75933401",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0327,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56e3bcf4cc1c2a881d3932b53885039b56e594e6f16135bde9087a9cd92da9ee"
      },
      "receipt_sha256": "56e3bcf4cc1c2a881d3932b53885039b56e594e6f16135bde9087a9cd92da9ee"
    },
    {
      "storm_id": "3348",
      "lat": 31.322,
      "lon": -107.8767,
      "motion_east": -1.0,
      "motion_south": 2.2,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1250.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2631
        },
        {
          "name": "alignment",
          "value": 0.7938
        },
        {
          "name": "tau",
          "value": 0.8438
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0327
      },
      "coherence_score": 0.8438401222229004,
      "coherence_diagnostics": {
        "tau": 0.8438401222229004,
        "grad_tau": 0.14435894787311554,
        "torsion": 0.0,
        "alignment": 0.7937722206115723,
        "S_field": 0.3737372159957886,
        "Gamma_field": 0.4546512961387634,
        "S_over_Gamma": 0.8220304846763611,
        "Da": 28.424203872680664,
        "E_coh": 0.9917871356010437,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.92,
              31.42
            ],
            [
              -107.83,
              31.42
            ],
            [
              -107.83,
              31.36
            ],
            [
              -107.84,
              31.35
            ],
            [
              -107.81,
              31.3
            ],
            [
              -107.81,
              31.26
            ],
            [
              -107.85,
              31.25
            ],
            [
              -107.86,
              31.24
            ],
            [
              -107.89,
              31.24
            ],
            [
              -107.91,
              31.25
            ],
            [
              -107.9,
              31.27
            ],
            [
              -107.9,
              31.3
            ],
            [
              -107.94,
              31.34
            ],
            [
              -107.94,
              31.41
            ],
            [
              -107.92,
              31.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0327,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d2a4f5689017cfe20186414d6e286910d8e0b643fecde7127de5f90a75933401",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0327,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56e3bcf4cc1c2a881d3932b53885039b56e594e6f16135bde9087a9cd92da9ee"
      },
      "receipt_sha256": "56e3bcf4cc1c2a881d3932b53885039b56e594e6f16135bde9087a9cd92da9ee"
    },
    {
      "storm_id": "3590",
      "lat": 34.0044,
      "lon": -100.8889,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1835.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.0131
        },
        {
          "name": "alignment",
          "value": -0.6504
        },
        {
          "name": "tau",
          "value": 0.9139
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0327
      },
      "coherence_score": 0.9138914346694946,
      "coherence_diagnostics": {
        "tau": 0.9138914346694946,
        "grad_tau": 0.24175800383090973,
        "torsion": 0.0,
        "alignment": -0.6504006385803223,
        "S_field": 0.21023619174957275,
        "Gamma_field": 0.44798463582992554,
        "S_over_Gamma": 0.4692932963371277,
        "Da": 26.462966918945312,
        "E_coh": 0.8136099576950073,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.92,
              34.03
            ],
            [
              -100.84,
              34.03
            ],
            [
              -100.84,
              34.01
            ],
            [
              -100.86,
              34.0
            ],
            [
              -100.87,
              33.97
            ],
            [
              -100.89,
              33.95
            ],
            [
              -100.93,
              34.0
            ],
            [
              -100.93,
              34.02
            ],
            [
              -100.92,
              34.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0327,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "d2a4f5689017cfe20186414d6e286910d8e0b643fecde7127de5f90a75933401",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0327,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56e3bcf4cc1c2a881d3932b53885039b56e594e6f16135bde9087a9cd92da9ee"
      },
      "receipt_sha256": "56e3bcf4cc1c2a881d3932b53885039b56e594e6f16135bde9087a9cd92da9ee"
    },
    {
      "storm_id": "3337",
      "lat": 35.64,
      "lon": -108.6127,
      "motion_east": 0.8,
      "motion_south": 1.3,
      "valid_time": "20260719_220040 UTC",
      "tornado_probability": 0.001,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 647.0,
      "ebshear": 16.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5131
        },
        {
          "name": "alignment",
          "value": 0.5479
        },
        {
          "name": "tau",
          "value": 0.6513
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0322
      },
      "coherence_score": 0.6512689590454102,
      "coherence_diagnostics": {
        "tau": 0.6512689590454102,
        "grad_tau": 0.0971837118268013,
        "torsion": 0.0,
        "alignment": 0.5478782653808594,
        "S_field": 0.15003211796283722,
        "Gamma_field": 0.35798466205596924,
        "S_over_Gamma": 0.4191020727157593,
        "Da": 20.791370391845703,
        "E_coh": 0.6664654612541199,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.6,
              35.69
            ],
            [
              -108.59,
              35.68
            ],
            [
              -108.54,
              35.67
            ],
            [
              -108.54,
              35.61
            ],
            [
              -108.56,
              35.61
            ],
            [
              -108.57,
              35.6
            ],
            [
              -108.64,
              35.61
            ],
            [
              -108.65,
              35.6
            ],
            [
              -108.66,
              35.61
            ],
            [
              -108.65,
              35.62
            ],
            [
              -108.66,
              35.63
            ],
            [
              -108.65,
              35.64
            ],
            [
              -108.65,
              35.67
            ],
            [
              -108.63,
              35.67
            ],
            [
              -108.6,
              35.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0322,
      "confidence_lo": 0.001,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "30dc5415c50ca07a3350fdbde23cb77f5bedb6ab31137960a735a039e8ef7690",
        "input_sha256": "f400c245fe7b34ea8f19f7a83dbbb7a0d2f964fa6093cb9b2e4e13e1cca5c43a",
        "issued_at": "2026-07-19T22:18:31Z",
        "raw_probability": 0.0322,
        "probability": 0.000977,
        "confidence_lo": 0.000958,
        "confidence_hi": 0.000977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "497396b52d6bebb30d74515ce78c68ae70c9e987bec2fade364372b11f723310"
      },
      "receipt_sha256": "497396b52d6bebb30d74515ce78c68ae70c9e987bec2fade364372b11f723310"
    }
  ]
}
