{
  "forecast_id": "to_fcst_20260716_1826",
  "hazard": "tornado",
  "issued_at": "2026-07-16T18:26:04Z",
  "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": 208,
  "top_probability": 0.007,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "928765",
      "lat": 44.4728,
      "lon": -69.3356,
      "motion_east": 13.3,
      "motion_south": 8.7,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 262.0,
      "ebshear": 45.0,
      "srh01": 80.0,
      "maxllaz": 0.008,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0371
        },
        {
          "name": "alignment",
          "value": -11.334
        },
        {
          "name": "tau",
          "value": 0.951
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4781
      },
      "coherence_score": 0.9510362148284912,
      "coherence_diagnostics": {
        "tau": 0.9510362148284912,
        "grad_tau": 0.19722484052181244,
        "torsion": 0.0,
        "alignment": -11.334022521972656,
        "S_field": 0.38891541957855225,
        "Gamma_field": 0.3484399616718292,
        "S_over_Gamma": 1.1161619424819946,
        "Da": 19.23093032836914,
        "E_coh": 0.4471481442451477,
        "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": [
          [
            [
              -69.24,
              44.6
            ],
            [
              -69.17,
              44.6
            ],
            [
              -69.16,
              44.59
            ],
            [
              -69.11,
              44.58
            ],
            [
              -69.09,
              44.56
            ],
            [
              -69.09,
              44.53
            ],
            [
              -69.1,
              44.51
            ],
            [
              -69.26,
              44.47
            ],
            [
              -69.28,
              44.45
            ],
            [
              -69.28,
              44.44
            ],
            [
              -69.35,
              44.37
            ],
            [
              -69.37,
              44.37
            ],
            [
              -69.38,
              44.36
            ],
            [
              -69.41,
              44.36
            ],
            [
              -69.42,
              44.35
            ],
            [
              -69.47,
              44.35
            ],
            [
              -69.48,
              44.36
            ],
            [
              -69.55,
              44.37
            ],
            [
              -69.57,
              44.39
            ],
            [
              -69.57,
              44.42
            ],
            [
              -69.55,
              44.45
            ],
            [
              -69.47,
              44.45
            ],
            [
              -69.45,
              44.47
            ],
            [
              -69.42,
              44.47
            ],
            [
              -69.41,
              44.48
            ],
            [
              -69.35,
              44.48
            ],
            [
              -69.33,
              44.49
            ],
            [
              -69.3,
              44.52
            ],
            [
              -69.3,
              44.55
            ],
            [
              -69.29,
              44.57
            ],
            [
              -69.28,
              44.57
            ],
            [
              -69.24,
              44.6
            ]
          ]
        ]
      },
      "raw_probability": 0.4781,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c8b370bb23ba74b52193b0faec42c26ff98cdb7d901a935bf41fb1e0f8e2f64b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.4781,
        "probability": 0.007038,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7e07461c22b3451c19d7aae3e51d69904b57ee2adb73586eba692d649d77a30"
      },
      "receipt_sha256": "b7e07461c22b3451c19d7aae3e51d69904b57ee2adb73586eba692d649d77a30"
    },
    {
      "storm_id": "928340",
      "lat": 44.5333,
      "lon": -68.8778,
      "motion_east": 12.5,
      "motion_south": 8.7,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0065,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 287.0,
      "ebshear": 42.0,
      "srh01": 64.0,
      "maxllaz": 0.006,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0371
        },
        {
          "name": "alignment",
          "value": -11.334
        },
        {
          "name": "tau",
          "value": 0.951
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4016
      },
      "coherence_score": 0.9510362148284912,
      "coherence_diagnostics": {
        "tau": 0.9510362148284912,
        "grad_tau": 0.19722484052181244,
        "torsion": 0.0,
        "alignment": -11.334022521972656,
        "S_field": 0.38891541957855225,
        "Gamma_field": 0.3484399616718292,
        "S_over_Gamma": 1.1161619424819946,
        "Da": 19.23093032836914,
        "E_coh": 0.4471481442451477,
        "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": [
          [
            [
              -68.91,
              44.57
            ],
            [
              -68.85,
              44.57
            ],
            [
              -68.83,
              44.53
            ],
            [
              -68.83,
              44.5
            ],
            [
              -68.84,
              44.49
            ],
            [
              -68.89,
              44.49
            ],
            [
              -68.92,
              44.52
            ],
            [
              -68.92,
              44.56
            ],
            [
              -68.91,
              44.57
            ]
          ]
        ]
      },
      "raw_probability": 0.4016,
      "confidence_lo": 0.006,
      "confidence_hi": 0.0065,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "48022932e64b58b00f727fd092d6b31443b533dd9d5a12b4a10d75399bac79f5",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.4016,
        "probability": 0.006529,
        "confidence_lo": 0.00603,
        "confidence_hi": 0.006533,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac20c65f60653a378406e049d589df7b372f25e7ad50d9b8daf6a77159f03e9e"
      },
      "receipt_sha256": "ac20c65f60653a378406e049d589df7b372f25e7ad50d9b8daf6a77159f03e9e"
    },
    {
      "storm_id": "928754",
      "lat": 29.7163,
      "lon": -96.4331,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3380.0,
      "ebshear": 18.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5371
        },
        {
          "name": "alignment",
          "value": -2.734
        },
        {
          "name": "tau",
          "value": 2.4136
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3712
      },
      "coherence_score": 2.4135823249816895,
      "coherence_diagnostics": {
        "tau": 2.4135823249816895,
        "grad_tau": 0.5725467205047607,
        "torsion": 0.0,
        "alignment": -2.7340047359466553,
        "S_field": 1.2446469068527222,
        "Gamma_field": 0.17677326500415802,
        "S_over_Gamma": 7.04092264175415,
        "Da": 11.302329063415527,
        "E_coh": 0.8448083400726318,
        "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": [
          [
            [
              -96.47,
              29.78
            ],
            [
              -96.39,
              29.78
            ],
            [
              -96.37,
              29.75
            ],
            [
              -96.37,
              29.7
            ],
            [
              -96.38,
              29.69
            ],
            [
              -96.4,
              29.69
            ],
            [
              -96.42,
              29.67
            ],
            [
              -96.42,
              29.66
            ],
            [
              -96.44,
              29.66
            ],
            [
              -96.46,
              29.68
            ],
            [
              -96.46,
              29.69
            ],
            [
              -96.48,
              29.7
            ],
            [
              -96.47,
              29.72
            ],
            [
              -96.47,
              29.75
            ],
            [
              -96.46,
              29.76
            ],
            [
              -96.47,
              29.78
            ]
          ]
        ]
      },
      "raw_probability": 0.3712,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e1615a2e44ee33344ec40b94b5e643c79b5323cb8ad76a976afde97a33debc6c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.3712,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0043175e439f0ea00e01a8a853edfd830bdfe6de4bed64d09006a90823b13c5d"
      },
      "receipt_sha256": "0043175e439f0ea00e01a8a853edfd830bdfe6de4bed64d09006a90823b13c5d"
    },
    {
      "storm_id": "928763",
      "lat": 44.8314,
      "lon": -73.6671,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 636.0,
      "ebshear": 46.0,
      "srh01": 94.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.4121
        },
        {
          "name": "alignment",
          "value": -8.8719
        },
        {
          "name": "tau",
          "value": 1.4491
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3507
      },
      "coherence_score": 1.4491407871246338,
      "coherence_diagnostics": {
        "tau": 1.4491407871246338,
        "grad_tau": 0.026340676471590996,
        "torsion": 0.0,
        "alignment": -8.871862411499023,
        "S_field": 0.4664626717567444,
        "Gamma_field": 0.31677329540252686,
        "S_over_Gamma": 1.4725441932678223,
        "Da": 16.41202735900879,
        "E_coh": 0.15803271532058716,
        "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": [
          [
            [
              -73.71,
              44.87
            ],
            [
              -73.62,
              44.87
            ],
            [
              -73.61,
              44.86
            ],
            [
              -73.61,
              44.78
            ],
            [
              -73.7,
              44.78
            ],
            [
              -73.71,
              44.79
            ],
            [
              -73.71,
              44.87
            ]
          ]
        ]
      },
      "raw_probability": 0.3507,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "34dc4a57a77294e4f9abbaa52a43bc8713fe58b8dd4bc3f9704b198a3032377a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.3507,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a84e9127b7a69822ab38f55684007173cc190f6d66962f3fcb2053227df262dd"
      },
      "receipt_sha256": "a84e9127b7a69822ab38f55684007173cc190f6d66962f3fcb2053227df262dd"
    },
    {
      "storm_id": "928534",
      "lat": 44.77,
      "lon": -68.5362,
      "motion_east": 13.6,
      "motion_south": 10.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 242.0,
      "ebshear": 37.0,
      "srh01": 64.0,
      "maxllaz": 0.004,
      "mesh": 0.31,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -9.4037
        },
        {
          "name": "tau",
          "value": 0.7329
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.334
      },
      "coherence_score": 0.7328716516494751,
      "coherence_diagnostics": {
        "tau": 0.7328716516494751,
        "grad_tau": 0.2647412419319153,
        "torsion": 0.0,
        "alignment": -9.403660774230957,
        "S_field": 0.2792372703552246,
        "Gamma_field": 0.1784399449825287,
        "S_over_Gamma": 1.5648809671401978,
        "Da": 9.766155242919922,
        "E_coh": 0.5741961002349854,
        "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": [
          [
            [
              -68.46,
              44.87
            ],
            [
              -68.42,
              44.87
            ],
            [
              -68.41,
              44.85
            ],
            [
              -68.41,
              44.81
            ],
            [
              -68.47,
              44.76
            ],
            [
              -68.49,
              44.71
            ],
            [
              -68.52,
              44.68
            ],
            [
              -68.53,
              44.68
            ],
            [
              -68.57,
              44.65
            ],
            [
              -68.68,
              44.65
            ],
            [
              -68.7,
              44.67
            ],
            [
              -68.7,
              44.71
            ],
            [
              -68.66,
              44.75
            ],
            [
              -68.58,
              44.77
            ],
            [
              -68.56,
              44.79
            ],
            [
              -68.55,
              44.79
            ],
            [
              -68.54,
              44.81
            ],
            [
              -68.52,
              44.82
            ],
            [
              -68.52,
              44.83
            ],
            [
              -68.51,
              44.83
            ],
            [
              -68.46,
              44.87
            ]
          ]
        ]
      },
      "raw_probability": 0.334,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8d3f6a89c660037375fdac95b1644414521a95f81d1239498139dbed2ec69fcb",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.334,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e531daeb05d46981939f37329c9118a73e371a69f3c01d56359a93a257989dc"
      },
      "receipt_sha256": "3e531daeb05d46981939f37329c9118a73e371a69f3c01d56359a93a257989dc"
    },
    {
      "storm_id": "928696",
      "lat": 44.9717,
      "lon": -68.2267,
      "motion_east": 12.1,
      "motion_south": 9.2,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 224.0,
      "ebshear": 29.0,
      "srh01": 52.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -9.4037
        },
        {
          "name": "tau",
          "value": 0.7329
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3241
      },
      "coherence_score": 0.7328716516494751,
      "coherence_diagnostics": {
        "tau": 0.7328716516494751,
        "grad_tau": 0.2647412419319153,
        "torsion": 0.0,
        "alignment": -9.403660774230957,
        "S_field": 0.2792372703552246,
        "Gamma_field": 0.1784399449825287,
        "S_over_Gamma": 1.5648809671401978,
        "Da": 9.766155242919922,
        "E_coh": 0.5741961002349854,
        "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": [
          [
            [
              -68.25,
              45.0
            ],
            [
              -68.15,
              44.99
            ],
            [
              -68.15,
              44.93
            ],
            [
              -68.28,
              44.93
            ],
            [
              -68.28,
              44.98
            ],
            [
              -68.25,
              45.0
            ]
          ]
        ]
      },
      "raw_probability": 0.3241,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c1c8e6b6c2297f88424ac44a43acf60b5a3f1fd92fde4eddc3e2b0449e752455",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.3241,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77d82996b6f451623405e425448149ee17db18e3b20f03cdae83451216e74743"
      },
      "receipt_sha256": "77d82996b6f451623405e425448149ee17db18e3b20f03cdae83451216e74743"
    },
    {
      "storm_id": "928729",
      "lat": 44.4,
      "lon": -75.133,
      "motion_east": 11.6,
      "motion_south": 8.1,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 710.0,
      "ebshear": 53.0,
      "srh01": 82.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9121
        },
        {
          "name": "alignment",
          "value": 1.0189
        },
        {
          "name": "tau",
          "value": 1.4025
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2816
      },
      "coherence_score": 1.4025342464447021,
      "coherence_diagnostics": {
        "tau": 1.4025342464447021,
        "grad_tau": 0.05073079466819763,
        "torsion": 0.0,
        "alignment": 1.0188841819763184,
        "S_field": 0.412562757730484,
        "Gamma_field": 0.3159399628639221,
        "S_over_Gamma": 1.3058264255523682,
        "Da": 17.09749412536621,
        "E_coh": 0.2901068925857544,
        "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": [
          [
            [
              -75.16,
              44.47
            ],
            [
              -75.12,
              44.47
            ],
            [
              -75.11,
              44.46
            ],
            [
              -75.04,
              44.46
            ],
            [
              -75.03,
              44.45
            ],
            [
              -75.03,
              44.4
            ],
            [
              -75.04,
              44.38
            ],
            [
              -75.07,
              44.36
            ],
            [
              -75.1,
              44.36
            ],
            [
              -75.11,
              44.35
            ],
            [
              -75.14,
              44.35
            ],
            [
              -75.15,
              44.34
            ],
            [
              -75.18,
              44.34
            ],
            [
              -75.2,
              44.35
            ],
            [
              -75.21,
              44.36
            ],
            [
              -75.21,
              44.38
            ],
            [
              -75.2,
              44.39
            ],
            [
              -75.21,
              44.41
            ],
            [
              -75.19,
              44.45
            ],
            [
              -75.16,
              44.47
            ]
          ]
        ]
      },
      "raw_probability": 0.2816,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f4cae0c697f144685135a86f273e27e739b04ff7b5b67c5842ff8fa67ebdded8",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.2816,
        "probability": 0.002747,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002747,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bb0841b495d0ab63e584d59da0b749ec27fd7fb6bd25170b265347c2af708d6"
      },
      "receipt_sha256": "5bb0841b495d0ab63e584d59da0b749ec27fd7fb6bd25170b265347c2af708d6"
    },
    {
      "storm_id": "928565",
      "lat": 46.5553,
      "lon": -68.74,
      "motion_east": 11.1,
      "motion_south": 8.3,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 383.0,
      "ebshear": 25.0,
      "srh01": 70.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6621
        },
        {
          "name": "alignment",
          "value": -5.0745
        },
        {
          "name": "tau",
          "value": 0.7993
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2346
      },
      "coherence_score": 0.7992916107177734,
      "coherence_diagnostics": {
        "tau": 0.7992916107177734,
        "grad_tau": 0.18990842998027802,
        "torsion": 0.0,
        "alignment": -5.074524402618408,
        "S_field": 0.30448877811431885,
        "Gamma_field": 0.4776065945625305,
        "S_over_Gamma": 0.637530505657196,
        "Da": 25.85741424560547,
        "E_coh": 0.1252022236585617,
        "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": [
          [
            [
              -68.65,
              46.63
            ],
            [
              -68.63,
              46.62
            ],
            [
              -68.63,
              46.55
            ],
            [
              -68.66,
              46.52
            ],
            [
              -68.68,
              46.51
            ],
            [
              -68.76,
              46.51
            ],
            [
              -68.77,
              46.5
            ],
            [
              -68.83,
              46.5
            ],
            [
              -68.84,
              46.51
            ],
            [
              -68.84,
              46.55
            ],
            [
              -68.82,
              46.57
            ],
            [
              -68.8,
              46.57
            ],
            [
              -68.79,
              46.58
            ],
            [
              -68.75,
              46.58
            ],
            [
              -68.65,
              46.63
            ]
          ]
        ]
      },
      "raw_probability": 0.2346,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f543b037a56f186aa2825351329fe55b1048b84ea9a7c743ce62d72c5b742b40",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.2346,
        "probability": 0.002636,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002636,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf7a6f0f17c6b92b9efbc95070973ec0074cf1914a2281fae1915a17b4a70a33"
      },
      "receipt_sha256": "bf7a6f0f17c6b92b9efbc95070973ec0074cf1914a2281fae1915a17b4a70a33"
    },
    {
      "storm_id": "928825",
      "lat": 46.7385,
      "lon": -68.5931,
      "motion_east": 10.6,
      "motion_south": 7.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 388.0,
      "ebshear": 29.0,
      "srh01": 65.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.6621
        },
        {
          "name": "alignment",
          "value": -5.3969
        },
        {
          "name": "tau",
          "value": 0.5486
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2214
      },
      "coherence_score": 0.5486322045326233,
      "coherence_diagnostics": {
        "tau": 0.5486322045326233,
        "grad_tau": 0.20518021285533905,
        "torsion": 0.0,
        "alignment": -5.3968939781188965,
        "S_field": 0.25727158784866333,
        "Gamma_field": 0.3776066303253174,
        "S_over_Gamma": 0.6813216805458069,
        "Da": 20.137725830078125,
        "E_coh": 0.3675847053527832,
        "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": [
          [
            [
              -68.58,
              46.79
            ],
            [
              -68.57,
              46.78
            ],
            [
              -68.54,
              46.78
            ],
            [
              -68.52,
              46.74
            ],
            [
              -68.57,
              46.68
            ],
            [
              -68.59,
              46.67
            ],
            [
              -68.62,
              46.67
            ],
            [
              -68.65,
              46.7
            ],
            [
              -68.64,
              46.71
            ],
            [
              -68.65,
              46.73
            ],
            [
              -68.61,
              46.78
            ],
            [
              -68.59,
              46.78
            ],
            [
              -68.58,
              46.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2214,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a70b893e833f1db33f6a9ba8fdc196744dab4f083f994ea3627debc7b53fc654",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.2214,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "885158f7d79085849ab0f5e965f8ad1373d16b46567142261902f9c2b9a21a08"
      },
      "receipt_sha256": "885158f7d79085849ab0f5e965f8ad1373d16b46567142261902f9c2b9a21a08"
    },
    {
      "storm_id": "928839",
      "lat": 30.4955,
      "lon": -96.0818,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3176.0,
      "ebshear": 18.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1621
        },
        {
          "name": "alignment",
          "value": -8.6002
        },
        {
          "name": "tau",
          "value": 1.9509
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2165
      },
      "coherence_score": 1.9509334564208984,
      "coherence_diagnostics": {
        "tau": 1.9509334564208984,
        "grad_tau": 0.7914841771125793,
        "torsion": 0.0,
        "alignment": -8.600249290466309,
        "S_field": 0.6893871426582336,
        "Gamma_field": 0.17343993484973907,
        "S_over_Gamma": 3.9747889041900635,
        "Da": 10.940983772277832,
        "E_coh": 0.7910869717597961,
        "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": [
          [
            [
              -96.09,
              30.54
            ],
            [
              -96.08,
              30.53
            ],
            [
              -96.04,
              30.52
            ],
            [
              -96.03,
              30.48
            ],
            [
              -96.05,
              30.45
            ],
            [
              -96.06,
              30.46
            ],
            [
              -96.11,
              30.46
            ],
            [
              -96.12,
              30.47
            ],
            [
              -96.11,
              30.48
            ],
            [
              -96.12,
              30.52
            ],
            [
              -96.09,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.2165,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a5d270f8d2ecf3a28572af64ec7807311d3da2a7e062f303bd021476382f4a14",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.2165,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b5c908dc9f152b6829ca9dde131bb5933e8ce6635bb167594d6b52088c8c6ffb"
      },
      "receipt_sha256": "b5c908dc9f152b6829ca9dde131bb5933e8ce6635bb167594d6b52088c8c6ffb"
    },
    {
      "storm_id": "928377",
      "lat": 46.8155,
      "lon": -68.3925,
      "motion_east": 11.0,
      "motion_south": 6.8,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 438.0,
      "ebshear": 28.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.6621
        },
        {
          "name": "alignment",
          "value": -5.3969
        },
        {
          "name": "tau",
          "value": 0.5486
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1821
      },
      "coherence_score": 0.5486322045326233,
      "coherence_diagnostics": {
        "tau": 0.5486322045326233,
        "grad_tau": 0.20518021285533905,
        "torsion": 0.0,
        "alignment": -5.3968939781188965,
        "S_field": 0.25727158784866333,
        "Gamma_field": 0.3776066303253174,
        "S_over_Gamma": 0.6813216805458069,
        "Da": 20.137725830078125,
        "E_coh": 0.3675847053527832,
        "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": [
          [
            [
              -68.45,
              46.88
            ],
            [
              -68.34,
              46.88
            ],
            [
              -68.33,
              46.87
            ],
            [
              -68.29,
              46.86
            ],
            [
              -68.28,
              46.85
            ],
            [
              -68.28,
              46.79
            ],
            [
              -68.32,
              46.77
            ],
            [
              -68.33,
              46.76
            ],
            [
              -68.33,
              46.74
            ],
            [
              -68.37,
              46.73
            ],
            [
              -68.38,
              46.74
            ],
            [
              -68.38,
              46.76
            ],
            [
              -68.42,
              46.8
            ],
            [
              -68.48,
              46.8
            ],
            [
              -68.5,
              46.81
            ],
            [
              -68.5,
              46.82
            ],
            [
              -68.48,
              46.83
            ],
            [
              -68.48,
              46.87
            ],
            [
              -68.46,
              46.87
            ],
            [
              -68.45,
              46.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1821,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "95b433c49eeffe0c0312132ad31b5cf2762badb11e537525498208a8dd52529f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1821,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8301dac301fc56dbe24f706b4b40256904dd1583283c38e39a014f081eee440b"
      },
      "receipt_sha256": "8301dac301fc56dbe24f706b4b40256904dd1583283c38e39a014f081eee440b"
    },
    {
      "storm_id": "928699",
      "lat": 44.366,
      "lon": -74.798,
      "motion_east": 4.9,
      "motion_south": 1.5,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 637.0,
      "ebshear": 54.0,
      "srh01": 95.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9121
        },
        {
          "name": "alignment",
          "value": 1.0189
        },
        {
          "name": "tau",
          "value": 1.4025
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1775
      },
      "coherence_score": 1.4025342464447021,
      "coherence_diagnostics": {
        "tau": 1.4025342464447021,
        "grad_tau": 0.05073079466819763,
        "torsion": 0.0,
        "alignment": 1.0188841819763184,
        "S_field": 0.412562757730484,
        "Gamma_field": 0.3159399628639221,
        "S_over_Gamma": 1.3058264255523682,
        "Da": 17.09749412536621,
        "E_coh": 0.2901068925857544,
        "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": [
          [
            [
              -74.82,
              44.41
            ],
            [
              -74.81,
              44.4
            ],
            [
              -74.76,
              44.4
            ],
            [
              -74.74,
              44.36
            ],
            [
              -74.74,
              44.34
            ],
            [
              -74.77,
              44.31
            ],
            [
              -74.82,
              44.31
            ],
            [
              -74.85,
              44.33
            ],
            [
              -74.85,
              44.39
            ],
            [
              -74.82,
              44.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1775,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3230a5017c6f4506d41a21ac89686a3ae3f4697bb1d8409d416b588e44dfcfb5",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1775,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24e20c96d5edbf472800df2bd5641249b4e3931283e3b4e4f5e103eca3bf4661"
      },
      "receipt_sha256": "24e20c96d5edbf472800df2bd5641249b4e3931283e3b4e4f5e103eca3bf4661"
    },
    {
      "storm_id": "928371",
      "lat": 29.2216,
      "lon": -99.64,
      "motion_east": 1.3,
      "motion_south": -8.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2954.0,
      "ebshear": 20.0,
      "srh01": 66.0,
      "maxllaz": 0.007,
      "mesh": 0.06,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6621
        },
        {
          "name": "alignment",
          "value": -1.4054
        },
        {
          "name": "tau",
          "value": 1.0272
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1749
      },
      "coherence_score": 1.0271683931350708,
      "coherence_diagnostics": {
        "tau": 1.0271683931350708,
        "grad_tau": 0.21882008016109467,
        "torsion": 0.0,
        "alignment": -1.4054036140441895,
        "S_field": 0.28692084550857544,
        "Gamma_field": 0.3634399473667145,
        "S_over_Gamma": 0.7894587516784668,
        "Da": 22.94208526611328,
        "E_coh": 0.6559906005859375,
        "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": [
          [
            [
              -99.65,
              29.34
            ],
            [
              -99.6,
              29.34
            ],
            [
              -99.59,
              29.32
            ],
            [
              -99.59,
              29.26
            ],
            [
              -99.58,
              29.25
            ],
            [
              -99.58,
              29.21
            ],
            [
              -99.59,
              29.2
            ],
            [
              -99.59,
              29.18
            ],
            [
              -99.61,
              29.15
            ],
            [
              -99.61,
              29.13
            ],
            [
              -99.63,
              29.09
            ],
            [
              -99.64,
              29.08
            ],
            [
              -99.68,
              29.08
            ],
            [
              -99.69,
              29.09
            ],
            [
              -99.69,
              29.12
            ],
            [
              -99.7,
              29.13
            ],
            [
              -99.7,
              29.26
            ],
            [
              -99.69,
              29.25
            ],
            [
              -99.67,
              29.25
            ],
            [
              -99.66,
              29.26
            ],
            [
              -99.65,
              29.28
            ],
            [
              -99.65,
              29.3
            ],
            [
              -99.66,
              29.31
            ],
            [
              -99.65,
              29.32
            ],
            [
              -99.65,
              29.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1749,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a41b1ffa99745275c43799479468772c96658ed4d25416d607ec793e85b16079",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1749,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab990de230b544fbaf661cd5f9adf99358c7177338517afa264af4f1a2434ba3"
      },
      "receipt_sha256": "ab990de230b544fbaf661cd5f9adf99358c7177338517afa264af4f1a2434ba3"
    },
    {
      "storm_id": "928826",
      "lat": 46.4017,
      "lon": -69.0111,
      "motion_east": 5.1,
      "motion_south": 2.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 470.0,
      "ebshear": 34.0,
      "srh01": 81.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6621
        },
        {
          "name": "alignment",
          "value": -5.0745
        },
        {
          "name": "tau",
          "value": 0.7993
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1742
      },
      "coherence_score": 0.7992916107177734,
      "coherence_diagnostics": {
        "tau": 0.7992916107177734,
        "grad_tau": 0.18990842998027802,
        "torsion": 0.0,
        "alignment": -5.074524402618408,
        "S_field": 0.30448877811431885,
        "Gamma_field": 0.4776065945625305,
        "S_over_Gamma": 0.637530505657196,
        "Da": 25.85741424560547,
        "E_coh": 0.1252022236585617,
        "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": [
          [
            [
              -68.96,
              46.48
            ],
            [
              -68.95,
              46.48
            ],
            [
              -68.94,
              46.45
            ],
            [
              -68.98,
              46.43
            ],
            [
              -68.98,
              46.4
            ],
            [
              -68.99,
              46.38
            ],
            [
              -69.03,
              46.37
            ],
            [
              -69.05,
              46.35
            ],
            [
              -69.04,
              46.33
            ],
            [
              -69.05,
              46.32
            ],
            [
              -69.07,
              46.33
            ],
            [
              -69.06,
              46.34
            ],
            [
              -69.06,
              46.39
            ],
            [
              -69.05,
              46.39
            ],
            [
              -69.03,
              46.41
            ],
            [
              -69.01,
              46.45
            ],
            [
              -68.99,
              46.45
            ],
            [
              -68.96,
              46.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1742,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "11292833b7e2282d0e880d0677590ceb8aa5adde14c4f5490e3e7e69d0684ad0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1742,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "417c07e89bedfc7711d8fdffcfbbaf2539a0e9bcb55b25b395a77f668812a362"
      },
      "receipt_sha256": "417c07e89bedfc7711d8fdffcfbbaf2539a0e9bcb55b25b395a77f668812a362"
    },
    {
      "storm_id": "928506",
      "lat": 44.1225,
      "lon": -72.2183,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 238.0,
      "ebshear": 45.0,
      "srh01": 101.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -5.1578
        },
        {
          "name": "tau",
          "value": 1.2538
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1691
      },
      "coherence_score": 1.2538384199142456,
      "coherence_diagnostics": {
        "tau": 1.2538384199142456,
        "grad_tau": 0.09350164979696274,
        "torsion": 0.0,
        "alignment": -5.157776832580566,
        "S_field": 0.3584345877170563,
        "Gamma_field": 0.41343995928764343,
        "S_over_Gamma": 0.8669568300247192,
        "Da": 22.443103790283203,
        "E_coh": 0.0772797092795372,
        "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": [
          [
            [
              -72.25,
              44.16
            ],
            [
              -72.22,
              44.16
            ],
            [
              -72.21,
              44.15
            ],
            [
              -72.17,
              44.14
            ],
            [
              -72.16,
              44.13
            ],
            [
              -72.16,
              44.08
            ],
            [
              -72.18,
              44.07
            ],
            [
              -72.22,
              44.07
            ],
            [
              -72.26,
              44.1
            ],
            [
              -72.27,
              44.1
            ],
            [
              -72.27,
              44.15
            ],
            [
              -72.25,
              44.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1691,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "835dd49a7669da0ccc83b7fc6ca620eca4b4d6adf1d21efa4ec408db3369aa96",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1691,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b5abb60a12126b646936f77f8af3c2faf5d63d74ad01736f5f5b2ece34c6dc8"
      },
      "receipt_sha256": "4b5abb60a12126b646936f77f8af3c2faf5d63d74ad01736f5f5b2ece34c6dc8"
    },
    {
      "storm_id": "928338",
      "lat": 45.2223,
      "lon": -68.4032,
      "motion_east": 12.0,
      "motion_south": 9.7,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 140.0,
      "ebshear": 31.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5371
        },
        {
          "name": "alignment",
          "value": -9.9361
        },
        {
          "name": "tau",
          "value": 0.6824
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.167
      },
      "coherence_score": 0.6824343204498291,
      "coherence_diagnostics": {
        "tau": 0.6824343204498291,
        "grad_tau": 0.23324988782405853,
        "torsion": 0.0,
        "alignment": -9.936051368713379,
        "S_field": 0.29506418108940125,
        "Gamma_field": 0.43177327513694763,
        "S_over_Gamma": 0.6833775639533997,
        "Da": 22.931303024291992,
        "E_coh": 0.14259426295757294,
        "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": [
          [
            [
              -68.35,
              45.37
            ],
            [
              -68.31,
              45.37
            ],
            [
              -68.32,
              45.36
            ],
            [
              -68.27,
              45.31
            ],
            [
              -68.28,
              45.3
            ],
            [
              -68.28,
              45.27
            ],
            [
              -68.29,
              45.27
            ],
            [
              -68.32,
              45.24
            ],
            [
              -68.36,
              45.22
            ],
            [
              -68.35,
              45.21
            ],
            [
              -68.35,
              45.18
            ],
            [
              -68.33,
              45.16
            ],
            [
              -68.33,
              45.11
            ],
            [
              -68.34,
              45.09
            ],
            [
              -68.36,
              45.09
            ],
            [
              -68.37,
              45.08
            ],
            [
              -68.44,
              45.08
            ],
            [
              -68.49,
              45.12
            ],
            [
              -68.57,
              45.12
            ],
            [
              -68.59,
              45.15
            ],
            [
              -68.58,
              45.16
            ],
            [
              -68.58,
              45.18
            ],
            [
              -68.55,
              45.2
            ],
            [
              -68.53,
              45.2
            ],
            [
              -68.51,
              45.22
            ],
            [
              -68.48,
              45.22
            ],
            [
              -68.45,
              45.25
            ],
            [
              -68.42,
              45.31
            ],
            [
              -68.38,
              45.34
            ],
            [
              -68.37,
              45.34
            ],
            [
              -68.35,
              45.37
            ]
          ]
        ]
      },
      "raw_probability": 0.167,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "43172c216584936ad2d916b63c0a4c4aae7e1d688b38bb1e1b5d84fcf8550800",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.167,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33808fe36f10c7d0a928d23e1b7b2936eb5eeef3aa8de5189c7b9e01f8c5d3fc"
      },
      "receipt_sha256": "33808fe36f10c7d0a928d23e1b7b2936eb5eeef3aa8de5189c7b9e01f8c5d3fc"
    },
    {
      "storm_id": "928800",
      "lat": 45.887,
      "lon": -70.999,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 471.0,
      "ebshear": 51.0,
      "srh01": 121.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5371
        },
        {
          "name": "alignment",
          "value": -7.2996
        },
        {
          "name": "tau",
          "value": 1.1586
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.163
      },
      "coherence_score": 1.158599615097046,
      "coherence_diagnostics": {
        "tau": 1.158599615097046,
        "grad_tau": 0.1922098994255066,
        "torsion": 0.0,
        "alignment": -7.299562454223633,
        "S_field": 0.33292317390441895,
        "Gamma_field": 0.2084399312734604,
        "S_over_Gamma": 1.5972139835357666,
        "Da": 11.230873107910156,
        "E_coh": 0.3330167531967163,
        "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": [
          [
            [
              -71.0,
              45.92
            ],
            [
              -70.94,
              45.91
            ],
            [
              -70.95,
              45.9
            ],
            [
              -70.94,
              45.84
            ],
            [
              -71.04,
              45.84
            ],
            [
              -71.05,
              45.85
            ],
            [
              -71.03,
              45.87
            ],
            [
              -71.03,
              45.91
            ],
            [
              -71.01,
              45.91
            ],
            [
              -71.0,
              45.92
            ]
          ]
        ]
      },
      "raw_probability": 0.163,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f5239ac2b8ff82160f932c5230ec7bc90484eab6cc225c7553a53a841beae1e0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.163,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80847f564b49569a795bb06ef3f8adc5cc4a28086daa2ec3b743bb96f2692238"
      },
      "receipt_sha256": "80847f564b49569a795bb06ef3f8adc5cc4a28086daa2ec3b743bb96f2692238"
    },
    {
      "storm_id": "928599",
      "lat": 44.0645,
      "lon": -71.5095,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 311.0,
      "ebshear": 52.0,
      "srh01": 124.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -5.1578
        },
        {
          "name": "tau",
          "value": 1.2538
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1556
      },
      "coherence_score": 1.2538384199142456,
      "coherence_diagnostics": {
        "tau": 1.2538384199142456,
        "grad_tau": 0.09350164979696274,
        "torsion": 0.0,
        "alignment": -5.157776832580566,
        "S_field": 0.3584345877170563,
        "Gamma_field": 0.41343995928764343,
        "S_over_Gamma": 0.8669568300247192,
        "Da": 22.443103790283203,
        "E_coh": 0.0772797092795372,
        "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": [
          [
            [
              -71.6,
              44.13
            ],
            [
              -71.54,
              44.1
            ],
            [
              -71.49,
              44.09
            ],
            [
              -71.47,
              44.07
            ],
            [
              -71.45,
              44.07
            ],
            [
              -71.44,
              44.08
            ],
            [
              -71.43,
              44.07
            ],
            [
              -71.41,
              44.07
            ],
            [
              -71.41,
              44.01
            ],
            [
              -71.44,
              44.01
            ],
            [
              -71.45,
              44.02
            ],
            [
              -71.5,
              44.02
            ],
            [
              -71.52,
              44.03
            ],
            [
              -71.53,
              44.05
            ],
            [
              -71.54,
              44.04
            ],
            [
              -71.55,
              44.05
            ],
            [
              -71.6,
              44.06
            ],
            [
              -71.61,
              44.07
            ],
            [
              -71.61,
              44.12
            ],
            [
              -71.6,
              44.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1556,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b7f38f5e676d82ca1fbd35595ebad5b9a5a319bcaf5966bfefe5c32b580a1e6a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1556,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f9e2bf35ee87d52130856f0bf617ae54c146606cbc6b2ad6084f5bee19da8e1"
      },
      "receipt_sha256": "5f9e2bf35ee87d52130856f0bf617ae54c146606cbc6b2ad6084f5bee19da8e1"
    },
    {
      "storm_id": "928470",
      "lat": 44.234,
      "lon": -71.352,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 285.0,
      "ebshear": 51.0,
      "srh01": 133.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5371
        },
        {
          "name": "alignment",
          "value": -6.5319
        },
        {
          "name": "tau",
          "value": 1.1759
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1543
      },
      "coherence_score": 1.1758865118026733,
      "coherence_diagnostics": {
        "tau": 1.1758865118026733,
        "grad_tau": 0.0840098187327385,
        "torsion": 0.0,
        "alignment": -6.5318779945373535,
        "S_field": 0.29903364181518555,
        "Gamma_field": 0.39093998074531555,
        "S_over_Gamma": 0.7649093270301819,
        "Da": 21.045833587646484,
        "E_coh": 0.538946807384491,
        "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": [
          [
            [
              -71.37,
              44.27
            ],
            [
              -71.33,
              44.27
            ],
            [
              -71.3,
              44.24
            ],
            [
              -71.3,
              44.2
            ],
            [
              -71.31,
              44.19
            ],
            [
              -71.36,
              44.19
            ],
            [
              -71.39,
              44.21
            ],
            [
              -71.4,
              44.24
            ],
            [
              -71.39,
              44.26
            ],
            [
              -71.37,
              44.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1543,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f832800310552b54177d1d50305b798b4cf144f2a7e9b06b06b6c41ade5015bd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1543,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e765d2802605707d6fd31ff8e8a7d4c7f55343bc57759227e4958b9da1b8372e"
      },
      "receipt_sha256": "e765d2802605707d6fd31ff8e8a7d4c7f55343bc57759227e4958b9da1b8372e"
    },
    {
      "storm_id": "928598",
      "lat": 44.204,
      "lon": -72.684,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 344.0,
      "ebshear": 49.0,
      "srh01": 105.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1621
        },
        {
          "name": "alignment",
          "value": -4.4691
        },
        {
          "name": "tau",
          "value": 1.3214
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1538
      },
      "coherence_score": 1.3213651180267334,
      "coherence_diagnostics": {
        "tau": 1.3213651180267334,
        "grad_tau": 0.10220728069543839,
        "torsion": 0.0,
        "alignment": -4.469072341918945,
        "S_field": 0.3697577118873596,
        "Gamma_field": 0.4217732846736908,
        "S_over_Gamma": 0.8766741156578064,
        "Da": 22.935583114624023,
        "E_coh": 0.07762984931468964,
        "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": [
          [
            [
              -72.71,
              44.28
            ],
            [
              -72.68,
              44.28
            ],
            [
              -72.64,
              44.26
            ],
            [
              -72.64,
              44.22
            ],
            [
              -72.66,
              44.18
            ],
            [
              -72.64,
              44.16
            ],
            [
              -72.64,
              44.11
            ],
            [
              -72.67,
              44.11
            ],
            [
              -72.69,
              44.12
            ],
            [
              -72.69,
              44.18
            ],
            [
              -72.71,
              44.2
            ],
            [
              -72.72,
              44.2
            ],
            [
              -72.73,
              44.22
            ],
            [
              -72.73,
              44.26
            ],
            [
              -72.71,
              44.28
            ]
          ]
        ]
      },
      "raw_probability": 0.1538,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b563e8290dea950d0f4bfe0d8079123a89f1a6ef3afb36823f4851294b306f93",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1538,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cee87e519213daff58f45838c90d54a955022f7731ee7633d0f871f83be38be4"
      },
      "receipt_sha256": "cee87e519213daff58f45838c90d54a955022f7731ee7633d0f871f83be38be4"
    },
    {
      "storm_id": "928794",
      "lat": 29.0775,
      "lon": -99.9858,
      "motion_east": 1.9,
      "motion_south": -7.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2858.0,
      "ebshear": 19.0,
      "srh01": 60.0,
      "maxllaz": 0.009,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6621
        },
        {
          "name": "alignment",
          "value": -1.4054
        },
        {
          "name": "tau",
          "value": 1.0272
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1365
      },
      "coherence_score": 1.0271683931350708,
      "coherence_diagnostics": {
        "tau": 1.0271683931350708,
        "grad_tau": 0.21882008016109467,
        "torsion": 0.0,
        "alignment": -1.4054036140441895,
        "S_field": 0.28692084550857544,
        "Gamma_field": 0.3634399473667145,
        "S_over_Gamma": 0.7894587516784668,
        "Da": 22.94208526611328,
        "E_coh": 0.6559906005859375,
        "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": [
          [
            [
              -100.01,
              29.13
            ],
            [
              -99.96,
              29.13
            ],
            [
              -99.95,
              29.12
            ],
            [
              -99.95,
              29.07
            ],
            [
              -99.94,
              29.06
            ],
            [
              -99.96,
              29.04
            ],
            [
              -99.96,
              29.03
            ],
            [
              -100.01,
              29.03
            ],
            [
              -100.02,
              29.04
            ],
            [
              -100.03,
              29.06
            ],
            [
              -100.03,
              29.09
            ],
            [
              -100.01,
              29.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1365,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "82dfe9424f644e811328e99d6f2ee04a1c63e19cdf9a2d5b71b2c85912ee68b6",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1365,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac9b3a40eb1e0a9c3d1946123ff8f65245ca5e1e7fc36b44cb28bc56b66c1847"
      },
      "receipt_sha256": "ac9b3a40eb1e0a9c3d1946123ff8f65245ca5e1e7fc36b44cb28bc56b66c1847"
    },
    {
      "storm_id": "928820",
      "lat": 31.6047,
      "lon": -91.94,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2801.0,
      "ebshear": 6.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0371
        },
        {
          "name": "alignment",
          "value": -3.627
        },
        {
          "name": "tau",
          "value": 3.1117
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1344
      },
      "coherence_score": 3.111696720123291,
      "coherence_diagnostics": {
        "tau": 3.111696720123291,
        "grad_tau": 0.4745917022228241,
        "torsion": 0.0,
        "alignment": -3.626955509185791,
        "S_field": 1.0767619609832764,
        "Gamma_field": 0.2342732697725296,
        "S_over_Gamma": 4.596179485321045,
        "Da": 14.800244331359863,
        "E_coh": 0.9081644415855408,
        "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": [
          [
            [
              -91.99,
              31.66
            ],
            [
              -91.89,
              31.66
            ],
            [
              -91.89,
              31.63
            ],
            [
              -91.9,
              31.62
            ],
            [
              -91.9,
              31.57
            ],
            [
              -91.89,
              31.56
            ],
            [
              -91.9,
              31.55
            ],
            [
              -91.9,
              31.56
            ],
            [
              -91.93,
              31.58
            ],
            [
              -91.92,
              31.59
            ],
            [
              -91.93,
              31.61
            ],
            [
              -91.95,
              31.61
            ],
            [
              -91.96,
              31.6
            ],
            [
              -91.96,
              31.57
            ],
            [
              -91.98,
              31.57
            ],
            [
              -91.98,
              31.61
            ],
            [
              -92.0,
              31.63
            ],
            [
              -92.0,
              31.65
            ],
            [
              -91.99,
              31.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1344,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "13d553acaa9e7d3586c71368c5aa25382c8a149de11f5093d1c155461b48e7a9",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1344,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbf60608e35d941152f60e837c6c15309f8faaa383aa711e40c3c9964321124f"
      },
      "receipt_sha256": "bbf60608e35d941152f60e837c6c15309f8faaa383aa711e40c3c9964321124f"
    },
    {
      "storm_id": "927178",
      "lat": 33.2633,
      "lon": -97.5358,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1486.0,
      "ebshear": 5.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9121
        },
        {
          "name": "alignment",
          "value": -6.1716
        },
        {
          "name": "tau",
          "value": 1.0317
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1311
      },
      "coherence_score": 1.0316803455352783,
      "coherence_diagnostics": {
        "tau": 1.0316803455352783,
        "grad_tau": 0.14780476689338684,
        "torsion": 0.0,
        "alignment": -6.171638488769531,
        "S_field": 0.2903694212436676,
        "Gamma_field": 0.2684399485588074,
        "S_over_Gamma": 1.0816923379898071,
        "Da": 16.165700912475586,
        "E_coh": 0.43233081698417664,
        "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": [
          [
            [
              -97.55,
              33.3
            ],
            [
              -97.51,
              33.3
            ],
            [
              -97.5,
              33.29
            ],
            [
              -97.5,
              33.26
            ],
            [
              -97.52,
              33.24
            ],
            [
              -97.52,
              33.22
            ],
            [
              -97.54,
              33.22
            ],
            [
              -97.55,
              33.23
            ],
            [
              -97.55,
              33.25
            ],
            [
              -97.57,
              33.27
            ],
            [
              -97.57,
              33.28
            ],
            [
              -97.55,
              33.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1311,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "78ab1cd399c21ad3e5c78911c866999db5a30ca4b3e3538a9c5be3b272b11d84",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1311,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfd1a5a9690da1b6dd8f5011698e6c53ea8ff23df588c992d8053d12fb4f77bf"
      },
      "receipt_sha256": "bfd1a5a9690da1b6dd8f5011698e6c53ea8ff23df588c992d8053d12fb4f77bf"
    },
    {
      "storm_id": "928190",
      "lat": 46.9435,
      "lon": -124.6,
      "motion_east": -3.0,
      "motion_south": -8.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 255.0,
      "ebshear": 30.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6621
        },
        {
          "name": "alignment",
          "value": -1.5812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1217
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.19437749683856964,
        "torsion": 0.0,
        "alignment": -1.5811700820922852,
        "S_field": 0.12350621819496155,
        "Gamma_field": 0.16677327454090118,
        "S_over_Gamma": 0.7405636310577393,
        "Da": 9.947211265563965,
        "E_coh": 0.09432677179574966,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -124.62,
              47.03
            ],
            [
              -124.57,
              47.03
            ],
            [
              -124.54,
              46.99
            ],
            [
              -124.54,
              46.97
            ],
            [
              -124.55,
              46.96
            ],
            [
              -124.55,
              46.91
            ],
            [
              -124.53,
              46.89
            ],
            [
              -124.53,
              46.86
            ],
            [
              -124.56,
              46.84
            ],
            [
              -124.59,
              46.84
            ],
            [
              -124.64,
              46.89
            ],
            [
              -124.65,
              46.89
            ],
            [
              -124.69,
              46.96
            ],
            [
              -124.69,
              46.97
            ],
            [
              -124.67,
              46.98
            ],
            [
              -124.66,
              47.0
            ],
            [
              -124.62,
              47.03
            ]
          ]
        ]
      },
      "raw_probability": 0.1217,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ab529170b14f6bb63b91936937bb2b4e51e06953a02850e4a9b2edfd388e9432",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1217,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8f26cb2ea3000bd893eeb08db7ec52b3304b7ba6ba2cdb543d041cbee11bfca"
      },
      "receipt_sha256": "a8f26cb2ea3000bd893eeb08db7ec52b3304b7ba6ba2cdb543d041cbee11bfca"
    },
    {
      "storm_id": "928222",
      "lat": 45.975,
      "lon": -70.1412,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 421.0,
      "ebshear": 55.0,
      "srh01": 123.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.9121
        },
        {
          "name": "alignment",
          "value": -5.4907
        },
        {
          "name": "tau",
          "value": 0.9731
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1167
      },
      "coherence_score": 0.9731013178825378,
      "coherence_diagnostics": {
        "tau": 0.9731013178825378,
        "grad_tau": 0.20471961796283722,
        "torsion": 0.0,
        "alignment": -5.490740776062012,
        "S_field": 0.26646968722343445,
        "Gamma_field": 0.3567732870578766,
        "S_over_Gamma": 0.7468879818916321,
        "Da": 19.01062774658203,
        "E_coh": 0.018024083226919174,
        "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": [
          [
            [
              -70.13,
              46.01
            ],
            [
              -70.12,
              46.0
            ],
            [
              -70.12,
              45.95
            ],
            [
              -70.13,
              45.94
            ],
            [
              -70.16,
              45.94
            ],
            [
              -70.17,
              45.95
            ],
            [
              -70.17,
              46.0
            ],
            [
              -70.13,
              46.01
            ]
          ]
        ]
      },
      "raw_probability": 0.1167,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "87bb90f7504e6000c274b9be2ac7a3a3cb2b5881f44fd5bdf848be1c1ead83f8",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1167,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8119f71937ad085d84c9f2bee2d3605ae7925e31f7bd93d340886a518f818799"
      },
      "receipt_sha256": "8119f71937ad085d84c9f2bee2d3605ae7925e31f7bd93d340886a518f818799"
    },
    {
      "storm_id": "928590",
      "lat": 50.3745,
      "lon": -98.1255,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 43.0,
      "ebshear": 22.0,
      "srh01": 123.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7871
        },
        {
          "name": "alignment",
          "value": -1.4618
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.111
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2800024449825287,
        "torsion": 0.0,
        "alignment": -1.4617977142333984,
        "S_field": 0.16362899541854858,
        "Gamma_field": 0.19593994319438934,
        "S_over_Gamma": 0.8350976705551147,
        "Da": 12.23585033416748,
        "E_coh": 0.13789986073970795,
        "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": [
          [
            [
              -98.15,
              50.41
            ],
            [
              -98.12,
              50.41
            ],
            [
              -98.1,
              50.4
            ],
            [
              -98.08,
              50.38
            ],
            [
              -98.08,
              50.35
            ],
            [
              -98.11,
              50.33
            ],
            [
              -98.12,
              50.34
            ],
            [
              -98.13,
              50.33
            ],
            [
              -98.17,
              50.37
            ],
            [
              -98.17,
              50.39
            ],
            [
              -98.15,
              50.41
            ]
          ]
        ]
      },
      "raw_probability": 0.111,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "77664806ae650430654c345026aa2a3c9389172f17575cbbc5a6ac5ce01f6d5b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.111,
        "probability": 0.002156,
        "confidence_lo": 0.002096,
        "confidence_hi": 0.002156,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40e914a235ba7b16d6a4ab57a2161fb93e72a6f0419072949fc6fd4679a463c8"
      },
      "receipt_sha256": "40e914a235ba7b16d6a4ab57a2161fb93e72a6f0419072949fc6fd4679a463c8"
    },
    {
      "storm_id": "928840",
      "lat": 30.101,
      "lon": -97.605,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2612.0,
      "ebshear": 16.0,
      "srh01": 61.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6621
        },
        {
          "name": "alignment",
          "value": -1.137
        },
        {
          "name": "tau",
          "value": 1.3018
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1088
      },
      "coherence_score": 1.3017585277557373,
      "coherence_diagnostics": {
        "tau": 1.3017585277557373,
        "grad_tau": 0.41230547428131104,
        "torsion": 0.0,
        "alignment": -1.1369965076446533,
        "S_field": 0.1546599566936493,
        "Gamma_field": 0.97843998670578,
        "S_over_Gamma": 0.15806789696216583,
        "Da": 64.0673599243164,
        "E_coh": 0.46632149815559387,
        "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": [
          [
            [
              -97.63,
              30.14
            ],
            [
              -97.61,
              30.13
            ],
            [
              -97.55,
              30.13
            ],
            [
              -97.55,
              30.07
            ],
            [
              -97.56,
              30.08
            ],
            [
              -97.57,
              30.06
            ],
            [
              -97.66,
              30.06
            ],
            [
              -97.66,
              30.09
            ],
            [
              -97.63,
              30.11
            ],
            [
              -97.63,
              30.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1088,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f62622469358afda786cce01988539f56c6a9c028de4a0f827831e75a1dcf27e",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1088,
        "probability": 0.002154,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.002156,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ea57cc1a0f1c21900e1673daec9f736313ae22018b811ca450f992ae2e83bcf"
      },
      "receipt_sha256": "7ea57cc1a0f1c21900e1673daec9f736313ae22018b811ca450f992ae2e83bcf"
    },
    {
      "storm_id": "927094",
      "lat": 29.3433,
      "lon": -100.0633,
      "motion_east": 1.9,
      "motion_south": -7.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2606.0,
      "ebshear": 19.0,
      "srh01": 52.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2871
        },
        {
          "name": "alignment",
          "value": -0.2475
        },
        {
          "name": "tau",
          "value": 1.0592
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1009
      },
      "coherence_score": 1.059162974357605,
      "coherence_diagnostics": {
        "tau": 1.059162974357605,
        "grad_tau": 0.25316673517227173,
        "torsion": 0.0,
        "alignment": -0.24750421941280365,
        "S_field": 0.17171698808670044,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 0.6797801852226257,
        "Da": 15.75035572052002,
        "E_coh": 0.6825115084648132,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.13,
              29.48
            ],
            [
              -100.12,
              29.47
            ],
            [
              -100.05,
              29.47
            ],
            [
              -100.04,
              29.46
            ],
            [
              -100.01,
              29.46
            ],
            [
              -99.99,
              29.44
            ],
            [
              -99.97,
              29.36
            ],
            [
              -99.91,
              29.33
            ],
            [
              -99.91,
              29.3
            ],
            [
              -99.92,
              29.28
            ],
            [
              -99.95,
              29.28
            ],
            [
              -99.96,
              29.27
            ],
            [
              -99.96,
              29.24
            ],
            [
              -99.97,
              29.23
            ],
            [
              -99.97,
              29.17
            ],
            [
              -100.01,
              29.17
            ],
            [
              -100.02,
              29.2
            ],
            [
              -100.05,
              29.24
            ],
            [
              -100.05,
              29.28
            ],
            [
              -100.04,
              29.3
            ],
            [
              -100.03,
              29.3
            ],
            [
              -100.01,
              29.32
            ],
            [
              -100.01,
              29.34
            ],
            [
              -100.03,
              29.36
            ],
            [
              -100.05,
              29.36
            ],
            [
              -100.08,
              29.38
            ],
            [
              -100.12,
              29.35
            ],
            [
              -100.12,
              29.31
            ],
            [
              -100.13,
              29.29
            ],
            [
              -100.16,
              29.29
            ],
            [
              -100.18,
              29.3
            ],
            [
              -100.18,
              29.33
            ],
            [
              -100.19,
              29.34
            ],
            [
              -100.18,
              29.35
            ],
            [
              -100.18,
              29.41
            ],
            [
              -100.19,
              29.42
            ],
            [
              -100.19,
              29.44
            ],
            [
              -100.17,
              29.46
            ],
            [
              -100.17,
              29.47
            ],
            [
              -100.13,
              29.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1009,
      "confidence_lo": 0.0015,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bfb6756202c27bf4fcced95cd5d26b701eeac85dfda77ad14b3e38053f0ae34d",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.1009,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a01977b06295e1198d564bd28e2aaf5370398b0ff8c0139fa979ab7362517ca7"
      },
      "receipt_sha256": "a01977b06295e1198d564bd28e2aaf5370398b0ff8c0139fa979ab7362517ca7"
    },
    {
      "storm_id": "928191",
      "lat": 46.809,
      "lon": -124.163,
      "motion_east": -3.0,
      "motion_south": -8.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 168.0,
      "ebshear": 31.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6621
        },
        {
          "name": "alignment",
          "value": -1.5812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.099
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.19437749683856964,
        "torsion": 0.0,
        "alignment": -1.5811700820922852,
        "S_field": 0.12350621819496155,
        "Gamma_field": 0.16677327454090118,
        "S_over_Gamma": 0.7405636310577393,
        "Da": 9.947211265563965,
        "E_coh": 0.09432677179574966,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -124.19,
              46.85
            ],
            [
              -124.17,
              46.85
            ],
            [
              -124.13,
              46.82
            ],
            [
              -124.11,
              46.78
            ],
            [
              -124.12,
              46.76
            ],
            [
              -124.14,
              46.76
            ],
            [
              -124.18,
              46.78
            ],
            [
              -124.2,
              46.8
            ],
            [
              -124.2,
              46.84
            ],
            [
              -124.19,
              46.85
            ]
          ]
        ]
      },
      "raw_probability": 0.099,
      "confidence_lo": 0.0015,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "50aa0c2ec53129678f3b722d41a6fe402f326c034ce4ae8c7093bdf4fea370c6",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.099,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f2aa0a3a65273575024ba8d58fbc6ee18e4e951dda95152757e392ae4898df77"
      },
      "receipt_sha256": "f2aa0a3a65273575024ba8d58fbc6ee18e4e951dda95152757e392ae4898df77"
    },
    {
      "storm_id": "927249",
      "lat": 47.1125,
      "lon": -123.8912,
      "motion_east": -1.0,
      "motion_south": -8.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 68.0,
      "ebshear": 36.0,
      "srh01": 32.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -0.8096
        },
        {
          "name": "tau",
          "value": 0.1944
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0987
      },
      "coherence_score": 0.19437749683856964,
      "coherence_diagnostics": {
        "tau": 0.19437749683856964,
        "grad_tau": 0.16219408810138702,
        "torsion": 0.0,
        "alignment": -0.8096225261688232,
        "S_field": 0.12645721435546875,
        "Gamma_field": 0.1692732721567154,
        "S_over_Gamma": 0.7470595240592957,
        "Da": 10.310310363769531,
        "E_coh": 0.042958397418260574,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -123.96,
              47.17
            ],
            [
              -123.86,
              47.17
            ],
            [
              -123.85,
              47.16
            ],
            [
              -123.81,
              47.16
            ],
            [
              -123.78,
              47.12
            ],
            [
              -123.78,
              47.09
            ],
            [
              -123.81,
              47.06
            ],
            [
              -123.87,
              47.07
            ],
            [
              -123.88,
              47.08
            ],
            [
              -123.91,
              47.08
            ],
            [
              -123.92,
              47.07
            ],
            [
              -123.93,
              47.08
            ],
            [
              -123.96,
              47.08
            ],
            [
              -123.99,
              47.1
            ],
            [
              -123.99,
              47.14
            ],
            [
              -123.96,
              47.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0987,
      "confidence_lo": 0.0015,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5842969ff04fa83161f2b12605afe5384131923f7bb88d58e6f7238917041751",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0987,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "569bde28f609bce06700be7ab9f8392ca9efd6b93093bed329bb99ee4496a062"
      },
      "receipt_sha256": "569bde28f609bce06700be7ab9f8392ca9efd6b93093bed329bb99ee4496a062"
    },
    {
      "storm_id": "928628",
      "lat": 50.2188,
      "lon": -97.9288,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 54.0,
      "ebshear": 30.0,
      "srh01": 125.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7871
        },
        {
          "name": "alignment",
          "value": -1.4618
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0984
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2800024449825287,
        "torsion": 0.0,
        "alignment": -1.4617977142333984,
        "S_field": 0.16362899541854858,
        "Gamma_field": 0.19593994319438934,
        "S_over_Gamma": 0.8350976705551147,
        "Da": 12.23585033416748,
        "E_coh": 0.13789986073970795,
        "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": [
          [
            [
              -97.92,
              50.25
            ],
            [
              -97.9,
              50.23
            ],
            [
              -97.9,
              50.2
            ],
            [
              -97.92,
              50.19
            ],
            [
              -97.95,
              50.19
            ],
            [
              -97.96,
              50.2
            ],
            [
              -97.96,
              50.24
            ],
            [
              -97.92,
              50.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0984,
      "confidence_lo": 0.0015,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2b2d262f7fd0577765bb702aafaeb9aa06344f60c4d7bd2ec09358b144dcb063",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0984,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbe27e67255889978103d8d63f910341a49d393875d6fe2744a2777bc8c70f93"
      },
      "receipt_sha256": "bbe27e67255889978103d8d63f910341a49d393875d6fe2744a2777bc8c70f93"
    },
    {
      "storm_id": "928042",
      "lat": 46.655,
      "lon": -122.4271,
      "motion_east": 0.0,
      "motion_south": -10.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 353.0,
      "ebshear": 34.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6621
        },
        {
          "name": "alignment",
          "value": -1.0382
        },
        {
          "name": "tau",
          "value": 0.3229
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0951
      },
      "coherence_score": 0.32285165786743164,
      "coherence_diagnostics": {
        "tau": 0.32285165786743164,
        "grad_tau": 0.118015818297863,
        "torsion": 0.0,
        "alignment": -1.038190245628357,
        "S_field": 0.12224436551332474,
        "Gamma_field": 0.17593993246555328,
        "S_over_Gamma": 0.6948074102401733,
        "Da": 11.284042358398438,
        "E_coh": 0.03875574842095375,
        "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": [
          [
            [
              -122.48,
              46.71
            ],
            [
              -122.43,
              46.71
            ],
            [
              -122.39,
              46.69
            ],
            [
              -122.34,
              46.69
            ],
            [
              -122.3,
              46.66
            ],
            [
              -122.3,
              46.62
            ],
            [
              -122.38,
              46.58
            ],
            [
              -122.44,
              46.58
            ],
            [
              -122.46,
              46.59
            ],
            [
              -122.46,
              46.6
            ],
            [
              -122.51,
              46.65
            ],
            [
              -122.51,
              46.68
            ],
            [
              -122.5,
              46.7
            ],
            [
              -122.48,
              46.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0951,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "32f5c2e6154f75fdc1479f0b978c9d9f551215ad69c662b986551d4ff885b0e5",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0951,
        "probability": 0.001624,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e6fc2cfc79dbe6ebef5fc237b288fefab40147ee193c11c54fc39bc776fcd43"
      },
      "receipt_sha256": "8e6fc2cfc79dbe6ebef5fc237b288fefab40147ee193c11c54fc39bc776fcd43"
    },
    {
      "storm_id": "928795",
      "lat": 50.955,
      "lon": -98.05,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 15.0,
      "ebshear": 20.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7871
        },
        {
          "name": "alignment",
          "value": -1.4618
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0941
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2800024449825287,
        "torsion": 0.0,
        "alignment": -1.4617977142333984,
        "S_field": 0.16362899541854858,
        "Gamma_field": 0.19593994319438934,
        "S_over_Gamma": 0.8350976705551147,
        "Da": 12.23585033416748,
        "E_coh": 0.13789986073970795,
        "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": [
          [
            [
              -98.18,
              50.96
            ],
            [
              -98.17,
              50.96
            ],
            [
              -98.16,
              50.96
            ],
            [
              -98.15,
              50.96
            ],
            [
              -98.14,
              50.96
            ],
            [
              -98.13,
              50.96
            ],
            [
              -98.12,
              50.96
            ],
            [
              -98.11,
              50.96
            ],
            [
              -98.1,
              50.96
            ],
            [
              -98.09,
              50.96
            ],
            [
              -98.08,
              50.96
            ],
            [
              -98.07,
              50.96
            ],
            [
              -98.06,
              50.96
            ],
            [
              -98.05,
              50.96
            ],
            [
              -98.04,
              50.96
            ],
            [
              -98.03,
              50.96
            ],
            [
              -98.02,
              50.96
            ],
            [
              -98.01,
              50.96
            ],
            [
              -98.0,
              50.96
            ],
            [
              -97.99,
              50.96
            ],
            [
              -97.98,
              50.96
            ],
            [
              -97.97,
              50.96
            ],
            [
              -97.96,
              50.96
            ],
            [
              -97.95,
              50.96
            ],
            [
              -97.94,
              50.96
            ],
            [
              -97.93,
              50.96
            ],
            [
              -97.92,
              50.96
            ],
            [
              -97.92,
              50.95
            ],
            [
              -97.93,
              50.95
            ],
            [
              -97.94,
              50.95
            ],
            [
              -97.95,
              50.95
            ],
            [
              -97.96,
              50.95
            ],
            [
              -97.97,
              50.94
            ],
            [
              -97.98,
              50.94
            ],
            [
              -97.99,
              50.95
            ],
            [
              -98.0,
              50.95
            ],
            [
              -98.01,
              50.95
            ],
            [
              -98.02,
              50.96
            ],
            [
              -98.03,
              50.95
            ],
            [
              -98.04,
              50.95
            ],
            [
              -98.05,
              50.95
            ],
            [
              -98.06,
              50.95
            ],
            [
              -98.07,
              50.95
            ],
            [
              -98.08,
              50.95
            ],
            [
              -98.09,
              50.95
            ],
            [
              -98.1,
              50.95
            ],
            [
              -98.11,
              50.95
            ],
            [
              -98.12,
              50.95
            ],
            [
              -98.13,
              50.95
            ],
            [
              -98.14,
              50.95
            ],
            [
              -98.15,
              50.95
            ],
            [
              -98.16,
              50.95
            ],
            [
              -98.17,
              50.95
            ],
            [
              -98.18,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0941,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7094a1ac8f159323158c1904c4e0fcb4fcff5d3ca0a19ddcf5116b95980e1fa0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0941,
        "probability": 0.001439,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85e72383d5e8d1b63eeeea8efa9bd4ca93f119151d1ef672f50d21a951693176"
      },
      "receipt_sha256": "85e72383d5e8d1b63eeeea8efa9bd4ca93f119151d1ef672f50d21a951693176"
    },
    {
      "storm_id": "928791",
      "lat": 31.2985,
      "lon": -76.25,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2434.0,
      "ebshear": 11.0,
      "srh01": 10.0,
      "maxllaz": 0.0,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5371
        },
        {
          "name": "alignment",
          "value": -3.9035
        },
        {
          "name": "tau",
          "value": 3.0962
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0925
      },
      "coherence_score": 3.096188545227051,
      "coherence_diagnostics": {
        "tau": 3.096188545227051,
        "grad_tau": 0.044166598469018936,
        "torsion": 0.0,
        "alignment": -3.903502941131592,
        "S_field": 1.129176378250122,
        "Gamma_field": 0.23510660231113434,
        "S_over_Gamma": 4.80282735824585,
        "Da": 14.201284408569336,
        "E_coh": 0.9129053950309753,
        "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": [
          [
            [
              -76.29,
              31.35
            ],
            [
              -76.21,
              31.35
            ],
            [
              -76.2,
              31.33
            ],
            [
              -76.2,
              31.27
            ],
            [
              -76.16,
              31.25
            ],
            [
              -76.19,
              31.25
            ],
            [
              -76.2,
              31.24
            ],
            [
              -76.29,
              31.24
            ],
            [
              -76.3,
              31.26
            ],
            [
              -76.3,
              31.32
            ],
            [
              -76.31,
              31.33
            ],
            [
              -76.31,
              31.34
            ],
            [
              -76.29,
              31.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0925,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e65c73c00b41bed6e7d86632c474b5437d67b0e3ff9a7cf8b279bedc52c04d17",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0925,
        "probability": 0.001439,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86b36fbad5c031d1a9024aa9419ac266c3db7ac5f302f74bcce6f1d0c4da9946"
      },
      "receipt_sha256": "86b36fbad5c031d1a9024aa9419ac266c3db7ac5f302f74bcce6f1d0c4da9946"
    },
    {
      "storm_id": "928109",
      "lat": 48.778,
      "lon": -95.764,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 77.0,
      "ebshear": 33.0,
      "srh01": 75.0,
      "maxllaz": 0.002,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0371
        },
        {
          "name": "alignment",
          "value": -3.1493
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0854
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.40857577323913574,
        "torsion": 0.0,
        "alignment": -3.1492977142333984,
        "S_field": 0.18687573075294495,
        "Gamma_field": 0.22343994677066803,
        "S_over_Gamma": 0.8363577723503113,
        "Da": 14.411994934082031,
        "E_coh": 0.4054815173149109,
        "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": [
          [
            [
              -95.79,
              48.82
            ],
            [
              -95.76,
              48.82
            ],
            [
              -95.72,
              48.8
            ],
            [
              -95.7,
              48.78
            ],
            [
              -95.7,
              48.75
            ],
            [
              -95.74,
              48.72
            ],
            [
              -95.8,
              48.73
            ],
            [
              -95.82,
              48.75
            ],
            [
              -95.82,
              48.79
            ],
            [
              -95.79,
              48.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0854,
      "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": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "622e57f6c49f53b8cc11e774515c3afd111ecb02bdfe553d7f2022e78b8637b9",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0854,
        "probability": 0.001438,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73473b0cb3ee293a9ab7fe28adc565b95177f33de51523b56dab43c5a27b5a0b"
      },
      "receipt_sha256": "73473b0cb3ee293a9ab7fe28adc565b95177f33de51523b56dab43c5a27b5a0b"
    },
    {
      "storm_id": "928797",
      "lat": 50.3778,
      "lon": -99.8222,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 247.0,
      "ebshear": 30.0,
      "srh01": 105.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9121
        },
        {
          "name": "alignment",
          "value": -0.3993
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0791
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.20616158843040466,
        "torsion": 0.0,
        "alignment": -0.39929771423339844,
        "S_field": 0.10708886384963989,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 0.5285556316375732,
        "Da": 12.122645378112793,
        "E_coh": 0.5649225115776062,
        "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": [
          [
            [
              -99.84,
              50.42
            ],
            [
              -99.81,
              50.42
            ],
            [
              -99.77,
              50.38
            ],
            [
              -99.77,
              50.32
            ],
            [
              -99.8,
              50.32
            ],
            [
              -99.84,
              50.34
            ],
            [
              -99.87,
              50.37
            ],
            [
              -99.86,
              50.41
            ],
            [
              -99.84,
              50.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0791,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e145ccb70dabdea04eeae6ef1bec51987045260dac29db2b0b6637e60d3f6253",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0791,
        "probability": 0.001293,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001294,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c075ed73cf4526e0291365ce5ba62cd8b2c49128482c83741384c4bab1eb7a65"
      },
      "receipt_sha256": "c075ed73cf4526e0291365ce5ba62cd8b2c49128482c83741384c4bab1eb7a65"
    },
    {
      "storm_id": "928796",
      "lat": 50.9256,
      "lon": -97.8478,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 22.0,
      "ebshear": 18.0,
      "srh01": 71.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7871
        },
        {
          "name": "alignment",
          "value": -1.4618
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0767
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2800024449825287,
        "torsion": 0.0,
        "alignment": -1.4617977142333984,
        "S_field": 0.16362899541854858,
        "Gamma_field": 0.19593994319438934,
        "S_over_Gamma": 0.8350976705551147,
        "Da": 12.23585033416748,
        "E_coh": 0.13789986073970795,
        "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": [
          [
            [
              -97.85,
              50.96
            ],
            [
              -97.82,
              50.96
            ],
            [
              -97.81,
              50.95
            ],
            [
              -97.82,
              50.89
            ],
            [
              -97.83,
              50.88
            ],
            [
              -97.88,
              50.88
            ],
            [
              -97.88,
              50.92
            ],
            [
              -97.89,
              50.93
            ],
            [
              -97.85,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0767,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5816246b6c1b610295978e22013e815c9cbe526fa7e5407932cfc8534a5c13d1",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0767,
        "probability": 0.001109,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.00111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf71202669ec149250d843015be42f3224529f0fee6c73b136a0cdb94c451add"
      },
      "receipt_sha256": "bf71202669ec149250d843015be42f3224529f0fee6c73b136a0cdb94c451add"
    },
    {
      "storm_id": "928370",
      "lat": 29.7791,
      "lon": -100.1565,
      "motion_east": 2.2,
      "motion_south": -3.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1695.0,
      "ebshear": 20.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2871
        },
        {
          "name": "alignment",
          "value": -0.2475
        },
        {
          "name": "tau",
          "value": 1.0592
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0719
      },
      "coherence_score": 1.059162974357605,
      "coherence_diagnostics": {
        "tau": 1.059162974357605,
        "grad_tau": 0.25316673517227173,
        "torsion": 0.0,
        "alignment": -0.24750421941280365,
        "S_field": 0.17171698808670044,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 0.6797801852226257,
        "Da": 15.75035572052002,
        "E_coh": 0.6825115084648132,
        "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": [
          [
            [
              -100.13,
              29.9
            ],
            [
              -100.09,
              29.9
            ],
            [
              -100.07,
              29.89
            ],
            [
              -100.07,
              29.86
            ],
            [
              -100.06,
              29.84
            ],
            [
              -100.1,
              29.8
            ],
            [
              -100.13,
              29.8
            ],
            [
              -100.16,
              29.77
            ],
            [
              -100.15,
              29.76
            ],
            [
              -100.15,
              29.74
            ],
            [
              -100.17,
              29.72
            ],
            [
              -100.16,
              29.71
            ],
            [
              -100.17,
              29.69
            ],
            [
              -100.21,
              29.67
            ],
            [
              -100.23,
              29.67
            ],
            [
              -100.24,
              29.68
            ],
            [
              -100.23,
              29.7
            ],
            [
              -100.23,
              29.75
            ],
            [
              -100.2,
              29.77
            ],
            [
              -100.19,
              29.76
            ],
            [
              -100.17,
              29.78
            ],
            [
              -100.16,
              29.86
            ],
            [
              -100.13,
              29.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0719,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "82ccbfec5c279081ffa6ff7f1634d21c8da48993342c345c426b55ff5612a56f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0719,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06b80d25fdf8f1a203b560dd503d62448c635c5c64061b76b90a81157b458076"
      },
      "receipt_sha256": "06b80d25fdf8f1a203b560dd503d62448c635c5c64061b76b90a81157b458076"
    },
    {
      "storm_id": "928821",
      "lat": 30.4562,
      "lon": -110.5562,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1505.0,
      "ebshear": 9.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5371
        },
        {
          "name": "alignment",
          "value": -2.2331
        },
        {
          "name": "tau",
          "value": 0.43
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.07
      },
      "coherence_score": 0.42999595403671265,
      "coherence_diagnostics": {
        "tau": 0.42999595403671265,
        "grad_tau": 0.1093190461397171,
        "torsion": 0.0,
        "alignment": -2.233097791671753,
        "S_field": 0.35327014327049255,
        "Gamma_field": 0.7926066517829895,
        "S_over_Gamma": 0.4457067549228668,
        "Da": 46.214210510253906,
        "E_coh": 0.9586904048919678,
        "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": [
          [
            [
              -110.55,
              30.49
            ],
            [
              -110.54,
              30.48
            ],
            [
              -110.5,
              30.48
            ],
            [
              -110.49,
              30.47
            ],
            [
              -110.53,
              30.43
            ],
            [
              -110.53,
              30.41
            ],
            [
              -110.56,
              30.41
            ],
            [
              -110.57,
              30.43
            ],
            [
              -110.6,
              30.44
            ],
            [
              -110.61,
              30.46
            ],
            [
              -110.63,
              30.47
            ],
            [
              -110.57,
              30.47
            ],
            [
              -110.55,
              30.49
            ]
          ]
        ]
      },
      "raw_probability": 0.07,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "685796163a92002afe23044db7fa02dcdcc149d4ff3807cdf3e569b7aeca514c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.07,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14f91803c155aa511f9a0d74e73d6d602ce7b167a39381364e3cab64f1dc8478"
      },
      "receipt_sha256": "14f91803c155aa511f9a0d74e73d6d602ce7b167a39381364e3cab64f1dc8478"
    },
    {
      "storm_id": "928823",
      "lat": 29.2273,
      "lon": -97.63,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2906.0,
      "ebshear": 13.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.0371
        },
        {
          "name": "alignment",
          "value": -0.5791
        },
        {
          "name": "tau",
          "value": 2.0115
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0669
      },
      "coherence_score": 2.011524200439453,
      "coherence_diagnostics": {
        "tau": 2.011524200439453,
        "grad_tau": 0.38626062870025635,
        "torsion": 0.0,
        "alignment": -0.5790830254554749,
        "S_field": 1.0288621187210083,
        "Gamma_field": 0.17593993246555328,
        "S_over_Gamma": 5.847803115844727,
        "Da": 10.986701965332031,
        "E_coh": 0.9071047902107239,
        "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": [
          [
            [
              -97.57,
              29.27
            ],
            [
              -97.57,
              29.26
            ],
            [
              -97.58,
              29.26
            ],
            [
              -97.59,
              29.26
            ],
            [
              -97.6,
              29.25
            ],
            [
              -97.6,
              29.24
            ],
            [
              -97.6,
              29.23
            ],
            [
              -97.6,
              29.22
            ],
            [
              -97.6,
              29.21
            ],
            [
              -97.6,
              29.2
            ],
            [
              -97.6,
              29.19
            ],
            [
              -97.61,
              29.19
            ],
            [
              -97.62,
              29.18
            ],
            [
              -97.63,
              29.18
            ],
            [
              -97.64,
              29.18
            ],
            [
              -97.65,
              29.18
            ],
            [
              -97.66,
              29.18
            ],
            [
              -97.67,
              29.18
            ],
            [
              -97.68,
              29.18
            ],
            [
              -97.69,
              29.19
            ],
            [
              -97.69,
              29.2
            ],
            [
              -97.69,
              29.21
            ],
            [
              -97.69,
              29.22
            ],
            [
              -97.69,
              29.23
            ],
            [
              -97.69,
              29.24
            ],
            [
              -97.68,
              29.24
            ],
            [
              -97.67,
              29.24
            ],
            [
              -97.66,
              29.25
            ],
            [
              -97.65,
              29.26
            ],
            [
              -97.64,
              29.26
            ],
            [
              -97.63,
              29.26
            ],
            [
              -97.62,
              29.26
            ],
            [
              -97.61,
              29.26
            ],
            [
              -97.6,
              29.26
            ],
            [
              -97.59,
              29.26
            ],
            [
              -97.58,
              29.26
            ],
            [
              -97.57,
              29.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0669,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7cdc57048603106e8b13e72d904b65843f850feb2394daf9ef8c96dab4329400",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0669,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5125486e22cc95d9a4f952fd4a7a716236089c0ad04da7dc1b4ad58a81e48c99"
      },
      "receipt_sha256": "5125486e22cc95d9a4f952fd4a7a716236089c0ad04da7dc1b4ad58a81e48c99"
    },
    {
      "storm_id": "928491",
      "lat": 30.4736,
      "lon": -110.2373,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1118.0,
      "ebshear": 8.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.78,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5371
        },
        {
          "name": "alignment",
          "value": -2.2331
        },
        {
          "name": "tau",
          "value": 0.43
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0666
      },
      "coherence_score": 0.42999595403671265,
      "coherence_diagnostics": {
        "tau": 0.42999595403671265,
        "grad_tau": 0.1093190461397171,
        "torsion": 0.0,
        "alignment": -2.233097791671753,
        "S_field": 0.35327014327049255,
        "Gamma_field": 0.7926066517829895,
        "S_over_Gamma": 0.4457067549228668,
        "Da": 46.214210510253906,
        "E_coh": 0.9586904048919678,
        "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": [
          [
            [
              -110.3,
              30.51
            ],
            [
              -110.29,
              30.5
            ],
            [
              -110.27,
              30.51
            ],
            [
              -110.11,
              30.51
            ],
            [
              -110.1,
              30.49
            ],
            [
              -110.15,
              30.43
            ],
            [
              -110.19,
              30.41
            ],
            [
              -110.28,
              30.41
            ],
            [
              -110.31,
              30.43
            ],
            [
              -110.31,
              30.5
            ],
            [
              -110.3,
              30.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0666,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0666,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2978517634103b9c8e04733a3b9ca26b9eed334e1c07a7d993e6a57b4fb1de59"
      },
      "receipt_sha256": "2978517634103b9c8e04733a3b9ca26b9eed334e1c07a7d993e6a57b4fb1de59"
    },
    {
      "storm_id": "928788",
      "lat": 31.5564,
      "lon": -76.46,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1888.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.48,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6621
        },
        {
          "name": "alignment",
          "value": -1.2235
        },
        {
          "name": "tau",
          "value": 3.0825
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0653
      },
      "coherence_score": 3.0824990272521973,
      "coherence_diagnostics": {
        "tau": 3.0824990272521973,
        "grad_tau": 0.0771237462759018,
        "torsion": 0.0,
        "alignment": -1.2234883308410645,
        "S_field": 0.8740818500518799,
        "Gamma_field": 0.24927327036857605,
        "S_over_Gamma": 3.5065205097198486,
        "Da": 15.19978141784668,
        "E_coh": 0.9690137505531311,
        "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": [
          [
            [
              -76.49,
              31.6
            ],
            [
              -76.41,
              31.6
            ],
            [
              -76.4,
              31.59
            ],
            [
              -76.4,
              31.53
            ],
            [
              -76.38,
              31.49
            ],
            [
              -76.48,
              31.49
            ],
            [
              -76.5,
              31.51
            ],
            [
              -76.49,
              31.55
            ],
            [
              -76.51,
              31.57
            ],
            [
              -76.51,
              31.59
            ],
            [
              -76.49,
              31.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0653,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3b2bb6cf17c779459ce54bfdebdab4219b5e56cf7ba22bcea803b42d7864a4a8",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0653,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c91e37b696471e942fbc4aaa17c3565bbf9f0acfdf57144cc822d0accb656b1f"
      },
      "receipt_sha256": "c91e37b696471e942fbc4aaa17c3565bbf9f0acfdf57144cc822d0accb656b1f"
    },
    {
      "storm_id": "928751",
      "lat": 31.4976,
      "lon": -96.6329,
      "motion_east": 1.4,
      "motion_south": -6.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1994.0,
      "ebshear": 15.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.39,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7871
        },
        {
          "name": "alignment",
          "value": 0.5426
        },
        {
          "name": "tau",
          "value": 1.2597
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.064
      },
      "coherence_score": 1.2596631050109863,
      "coherence_diagnostics": {
        "tau": 1.2596631050109863,
        "grad_tau": 0.20552164316177368,
        "torsion": 0.0,
        "alignment": 0.5426207780838013,
        "S_field": 0.10624726861715317,
        "Gamma_field": 0.5084399580955505,
        "S_over_Gamma": 0.2089671939611435,
        "Da": 29.23912239074707,
        "E_coh": 0.25599515438079834,
        "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": [
          [
            [
              -96.65,
              31.59
            ],
            [
              -96.61,
              31.59
            ],
            [
              -96.59,
              31.58
            ],
            [
              -96.58,
              31.57
            ],
            [
              -96.58,
              31.54
            ],
            [
              -96.57,
              31.53
            ],
            [
              -96.59,
              31.49
            ],
            [
              -96.59,
              31.43
            ],
            [
              -96.61,
              31.41
            ],
            [
              -96.65,
              31.41
            ],
            [
              -96.66,
              31.4
            ],
            [
              -96.67,
              31.41
            ],
            [
              -96.69,
              31.41
            ],
            [
              -96.7,
              31.47
            ],
            [
              -96.69,
              31.48
            ],
            [
              -96.68,
              31.56
            ],
            [
              -96.65,
              31.59
            ]
          ]
        ]
      },
      "raw_probability": 0.064,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d32dd22fd2309c98016b383c0b2c279b59374ed293093ea355b4e274df138523",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.064,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee0b3728f2f18abc0a55b342a178ad1a98093034b854282af1024c4e1fc2ff80"
      },
      "receipt_sha256": "ee0b3728f2f18abc0a55b342a178ad1a98093034b854282af1024c4e1fc2ff80"
    },
    {
      "storm_id": "928842",
      "lat": 29.0733,
      "lon": -100.7322,
      "motion_east": 2.2,
      "motion_south": -5.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1209.0,
      "ebshear": 14.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7871
        },
        {
          "name": "alignment",
          "value": 1.1334
        },
        {
          "name": "tau",
          "value": 0.8658
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0637
      },
      "coherence_score": 0.8657786846160889,
      "coherence_diagnostics": {
        "tau": 0.8657786846160889,
        "grad_tau": 0.1508820354938507,
        "torsion": 0.0,
        "alignment": 1.1333988904953003,
        "S_field": 0.30215877294540405,
        "Gamma_field": 0.30927330255508423,
        "S_over_Gamma": 0.9769960045814514,
        "Da": 19.15437126159668,
        "E_coh": 0.7671826481819153,
        "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": [
          [
            [
              -100.75,
              29.1
            ],
            [
              -100.71,
              29.1
            ],
            [
              -100.7,
              29.09
            ],
            [
              -100.7,
              29.05
            ],
            [
              -100.71,
              29.04
            ],
            [
              -100.75,
              29.04
            ],
            [
              -100.76,
              29.05
            ],
            [
              -100.76,
              29.09
            ],
            [
              -100.75,
              29.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0637,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5785cfcac68715dd8b54e7488955a17385acfad6e4866ea1f9f0c3f6a70a8466",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0637,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4db49cd093b186604171423f8ae86c9158bfb10c2124bb33d9dcafd80a20932"
      },
      "receipt_sha256": "a4db49cd093b186604171423f8ae86c9158bfb10c2124bb33d9dcafd80a20932"
    },
    {
      "storm_id": "928746",
      "lat": 32.655,
      "lon": -95.6,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1754.0,
      "ebshear": 11.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9121
        },
        {
          "name": "alignment",
          "value": 0.5232
        },
        {
          "name": "tau",
          "value": 1.6927
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0618
      },
      "coherence_score": 1.6926534175872803,
      "coherence_diagnostics": {
        "tau": 1.6926534175872803,
        "grad_tau": 0.35607555508613586,
        "torsion": 0.0,
        "alignment": 0.523196816444397,
        "S_field": 0.8194178938865662,
        "Gamma_field": 0.18427327275276184,
        "S_over_Gamma": 4.446753978729248,
        "Da": 10.759244918823242,
        "E_coh": 0.8903480172157288,
        "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": [
          [
            [
              -95.6,
              32.7
            ],
            [
              -95.57,
              32.7
            ],
            [
              -95.56,
              32.69
            ],
            [
              -95.56,
              32.62
            ],
            [
              -95.58,
              32.59
            ],
            [
              -95.62,
              32.62
            ],
            [
              -95.63,
              32.62
            ],
            [
              -95.64,
              32.64
            ],
            [
              -95.64,
              32.67
            ],
            [
              -95.6,
              32.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0618,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "23f84544510fb7cc1af767aed56dd292aae23e688e16c9562add810409eef9f2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0618,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "511d4360904ed8ca147f50c42a3e11ddfbad9c445aec5f40670011743803ed82"
      },
      "receipt_sha256": "511d4360904ed8ca147f50c42a3e11ddfbad9c445aec5f40670011743803ed82"
    },
    {
      "storm_id": "928693",
      "lat": 46.64,
      "lon": -123.9511,
      "motion_east": -3.0,
      "motion_south": -8.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 317.0,
      "ebshear": 26.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -0.8096
        },
        {
          "name": "tau",
          "value": 0.1944
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.19437749683856964,
      "coherence_diagnostics": {
        "tau": 0.19437749683856964,
        "grad_tau": 0.16219408810138702,
        "torsion": 0.0,
        "alignment": -0.8096225261688232,
        "S_field": 0.12645721435546875,
        "Gamma_field": 0.1692732721567154,
        "S_over_Gamma": 0.7470595240592957,
        "Da": 10.310310363769531,
        "E_coh": 0.042958397418260574,
        "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": [
          [
            [
              -123.97,
              46.68
            ],
            [
              -123.95,
              46.68
            ],
            [
              -123.91,
              46.64
            ],
            [
              -123.9,
              46.62
            ],
            [
              -123.92,
              46.59
            ],
            [
              -123.96,
              46.59
            ],
            [
              -123.99,
              46.62
            ],
            [
              -123.99,
              46.66
            ],
            [
              -123.97,
              46.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0608,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4812d3f505d2165cb2adb6cfbd70464e336ed1eb76d5b27107ad9f076cd32db8"
      },
      "receipt_sha256": "4812d3f505d2165cb2adb6cfbd70464e336ed1eb76d5b27107ad9f076cd32db8"
    },
    {
      "storm_id": "928037",
      "lat": 30.2529,
      "lon": -110.4035,
      "motion_east": 2.6,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1279.0,
      "ebshear": 8.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5371
        },
        {
          "name": "alignment",
          "value": -2.2331
        },
        {
          "name": "tau",
          "value": 0.43
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 0.42999595403671265,
      "coherence_diagnostics": {
        "tau": 0.42999595403671265,
        "grad_tau": 0.1093190461397171,
        "torsion": 0.0,
        "alignment": -2.233097791671753,
        "S_field": 0.35327014327049255,
        "Gamma_field": 0.7926066517829895,
        "S_over_Gamma": 0.4457067549228668,
        "Da": 46.214210510253906,
        "E_coh": 0.9586904048919678,
        "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": [
          [
            [
              -110.38,
              30.34
            ],
            [
              -110.35,
              30.34
            ],
            [
              -110.33,
              30.32
            ],
            [
              -110.33,
              30.29
            ],
            [
              -110.34,
              30.27
            ],
            [
              -110.38,
              30.23
            ],
            [
              -110.38,
              30.2
            ],
            [
              -110.39,
              30.18
            ],
            [
              -110.42,
              30.15
            ],
            [
              -110.43,
              30.16
            ],
            [
              -110.45,
              30.15
            ],
            [
              -110.49,
              30.18
            ],
            [
              -110.5,
              30.24
            ],
            [
              -110.49,
              30.26
            ],
            [
              -110.43,
              30.32
            ],
            [
              -110.39,
              30.33
            ],
            [
              -110.38,
              30.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0605,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09dfc0d6ef105c38b8461987294da70a8419abd882f21e38f84aeda3480da9e6"
      },
      "receipt_sha256": "09dfc0d6ef105c38b8461987294da70a8419abd882f21e38f84aeda3480da9e6"
    },
    {
      "storm_id": "928167",
      "lat": 46.426,
      "lon": -94.65,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 189.0,
      "ebshear": 23.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9121
        },
        {
          "name": "alignment",
          "value": 1.9291
        },
        {
          "name": "tau",
          "value": 0.7945
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 0.7945027947425842,
      "coherence_diagnostics": {
        "tau": 0.7945027947425842,
        "grad_tau": 0.031571242958307266,
        "torsion": 0.0,
        "alignment": 1.9291036128997803,
        "S_field": 0.23276598751544952,
        "Gamma_field": 0.22177328169345856,
        "S_over_Gamma": 1.0495673418045044,
        "Da": 13.927887916564941,
        "E_coh": 0.4652213454246521,
        "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": [
          [
            [
              -94.67,
              46.46
            ],
            [
              -94.64,
              46.46
            ],
            [
              -94.61,
              46.44
            ],
            [
              -94.61,
              46.4
            ],
            [
              -94.62,
              46.39
            ],
            [
              -94.66,
              46.39
            ],
            [
              -94.66,
              46.4
            ],
            [
              -94.68,
              46.41
            ],
            [
              -94.68,
              46.45
            ],
            [
              -94.67,
              46.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0601,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "78e47dc17b6c1359ce888656f94bdf18b1802e5c13ab6dacbff726cae6ef0a75"
      },
      "receipt_sha256": "78e47dc17b6c1359ce888656f94bdf18b1802e5c13ab6dacbff726cae6ef0a75"
    },
    {
      "storm_id": "928827",
      "lat": 44.1579,
      "lon": -92.37,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1300.0,
      "ebshear": 22.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1621
        },
        {
          "name": "alignment",
          "value": -3.0958
        },
        {
          "name": "tau",
          "value": 0.9162
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 0.9161694645881653,
      "coherence_diagnostics": {
        "tau": 0.9161694645881653,
        "grad_tau": 0.046364180743694305,
        "torsion": 0.0,
        "alignment": -3.095792293548584,
        "S_field": 0.4334859848022461,
        "Gamma_field": 0.2717732787132263,
        "S_over_Gamma": 1.595028042793274,
        "Da": 17.411935806274414,
        "E_coh": 0.7315016388893127,
        "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": [
          [
            [
              -92.33,
              44.21
            ],
            [
              -92.33,
              44.19
            ],
            [
              -92.35,
              44.17
            ],
            [
              -92.34,
              44.14
            ],
            [
              -92.35,
              44.14
            ],
            [
              -92.37,
              44.12
            ],
            [
              -92.38,
              44.13
            ],
            [
              -92.39,
              44.12
            ],
            [
              -92.41,
              44.12
            ],
            [
              -92.42,
              44.13
            ],
            [
              -92.4,
              44.15
            ],
            [
              -92.4,
              44.19
            ],
            [
              -92.38,
              44.19
            ],
            [
              -92.33,
              44.21
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.06,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12328957fe2de2f6786e938ae916f0ccc6817721daf87ff4be30de3d1280e1a6"
      },
      "receipt_sha256": "12328957fe2de2f6786e938ae916f0ccc6817721daf87ff4be30de3d1280e1a6"
    },
    {
      "storm_id": "928714",
      "lat": 33.0392,
      "lon": -76.5454,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2540.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.4121
        },
        {
          "name": "alignment",
          "value": 6.0633
        },
        {
          "name": "tau",
          "value": 2.8564
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 2.8563716411590576,
      "coherence_diagnostics": {
        "tau": 2.8563716411590576,
        "grad_tau": 0.30731067061424255,
        "torsion": 0.0,
        "alignment": 6.063309669494629,
        "S_field": 0.6716752648353577,
        "Gamma_field": 0.34427329897880554,
        "S_over_Gamma": 1.9509943723678589,
        "Da": 21.411293029785156,
        "E_coh": 0.7926574945449829,
        "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": [
          [
            [
              -76.57,
              33.08
            ],
            [
              -76.55,
              33.08
            ],
            [
              -76.55,
              33.07
            ],
            [
              -76.53,
              33.06
            ],
            [
              -76.51,
              33.02
            ],
            [
              -76.49,
              33.04
            ],
            [
              -76.48,
              33.01
            ],
            [
              -76.49,
              33.0
            ],
            [
              -76.6,
              33.0
            ],
            [
              -76.6,
              33.02
            ],
            [
              -76.58,
              33.02
            ],
            [
              -76.57,
              33.03
            ],
            [
              -76.57,
              33.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0596,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfb4e0448d587ab85015b5ddd46d8f50ece5d4a820448e1ec19a7c7cde943260"
      },
      "receipt_sha256": "cfb4e0448d587ab85015b5ddd46d8f50ece5d4a820448e1ec19a7c7cde943260"
    },
    {
      "storm_id": "927423",
      "lat": 47.3615,
      "lon": -124.8831,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 69.0,
      "ebshear": 14.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -3.0187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0587
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16836048662662506,
        "torsion": 0.0,
        "alignment": -3.018670082092285,
        "S_field": 0.14248035848140717,
        "Gamma_field": 0.16177327930927277,
        "S_over_Gamma": 0.8807410001754761,
        "Da": 9.672900199890137,
        "E_coh": 0.16971176862716675,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -124.96,
              47.41
            ],
            [
              -124.92,
              47.38
            ],
            [
              -124.89,
              47.38
            ],
            [
              -124.88,
              47.39
            ],
            [
              -124.87,
              47.38
            ],
            [
              -124.83,
              47.38
            ],
            [
              -124.81,
              47.36
            ],
            [
              -124.81,
              47.33
            ],
            [
              -124.82,
              47.31
            ],
            [
              -124.87,
              47.31
            ],
            [
              -124.9,
              47.33
            ],
            [
              -124.96,
              47.33
            ],
            [
              -124.96,
              47.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0587,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0587,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a38a9293c799589d259404aa5fcb33078151ce3555047898eea3a67473064904"
      },
      "receipt_sha256": "a38a9293c799589d259404aa5fcb33078151ce3555047898eea3a67473064904"
    },
    {
      "storm_id": "928215",
      "lat": 28.8571,
      "lon": -100.6206,
      "motion_east": 2.2,
      "motion_south": -5.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1504.0,
      "ebshear": 14.0,
      "srh01": 43.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7871
        },
        {
          "name": "alignment",
          "value": 1.1334
        },
        {
          "name": "tau",
          "value": 0.8658
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 0.8657786846160889,
      "coherence_diagnostics": {
        "tau": 0.8657786846160889,
        "grad_tau": 0.1508820354938507,
        "torsion": 0.0,
        "alignment": 1.1333988904953003,
        "S_field": 0.30215877294540405,
        "Gamma_field": 0.30927330255508423,
        "S_over_Gamma": 0.9769960045814514,
        "Da": 19.15437126159668,
        "E_coh": 0.7671826481819153,
        "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": [
          [
            [
              -100.62,
              29.03
            ],
            [
              -100.58,
              29.03
            ],
            [
              -100.56,
              29.02
            ],
            [
              -100.53,
              28.96
            ],
            [
              -100.53,
              28.93
            ],
            [
              -100.54,
              28.92
            ],
            [
              -100.54,
              28.89
            ],
            [
              -100.55,
              28.88
            ],
            [
              -100.55,
              28.86
            ],
            [
              -100.54,
              28.85
            ],
            [
              -100.54,
              28.81
            ],
            [
              -100.55,
              28.79
            ],
            [
              -100.57,
              28.77
            ],
            [
              -100.61,
              28.75
            ],
            [
              -100.66,
              28.7
            ],
            [
              -100.67,
              28.68
            ],
            [
              -100.72,
              28.68
            ],
            [
              -100.72,
              28.7
            ],
            [
              -100.73,
              28.71
            ],
            [
              -100.72,
              28.73
            ],
            [
              -100.72,
              28.76
            ],
            [
              -100.7,
              28.78
            ],
            [
              -100.69,
              28.82
            ],
            [
              -100.67,
              28.83
            ],
            [
              -100.66,
              28.87
            ],
            [
              -100.64,
              28.9
            ],
            [
              -100.64,
              28.92
            ],
            [
              -100.62,
              28.96
            ],
            [
              -100.62,
              29.0
            ],
            [
              -100.63,
              29.01
            ],
            [
              -100.62,
              29.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0571,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0571,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "214905da06e4437cd0d381dab850936b08f3ae3c74e83d273158cfb24d24a75b"
      },
      "receipt_sha256": "214905da06e4437cd0d381dab850936b08f3ae3c74e83d273158cfb24d24a75b"
    },
    {
      "storm_id": "928752",
      "lat": 30.9225,
      "lon": -102.8875,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1517.0,
      "ebshear": 10.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.9121
        },
        {
          "name": "alignment",
          "value": -2.7788
        },
        {
          "name": "tau",
          "value": 0.6868
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 0.6867783665657043,
      "coherence_diagnostics": {
        "tau": 0.6867783665657043,
        "grad_tau": 0.10333533585071564,
        "torsion": 0.0,
        "alignment": -2.778787136077881,
        "S_field": 0.14427584409713745,
        "Gamma_field": 0.40760666131973267,
        "S_over_Gamma": 0.35395851731300354,
        "Da": 24.170000076293945,
        "E_coh": 0.5040031671524048,
        "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": [
          [
            [
              -102.92,
              30.95
            ],
            [
              -102.86,
              30.94
            ],
            [
              -102.85,
              30.93
            ],
            [
              -102.85,
              30.9
            ],
            [
              -102.88,
              30.9
            ],
            [
              -102.9,
              30.89
            ],
            [
              -102.92,
              30.92
            ],
            [
              -102.92,
              30.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0571,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0571,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "214905da06e4437cd0d381dab850936b08f3ae3c74e83d273158cfb24d24a75b"
      },
      "receipt_sha256": "214905da06e4437cd0d381dab850936b08f3ae3c74e83d273158cfb24d24a75b"
    },
    {
      "storm_id": "928545",
      "lat": 38.0675,
      "lon": -111.805,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 476.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.55,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5371
        },
        {
          "name": "alignment",
          "value": -5.0082
        },
        {
          "name": "tau",
          "value": 0.2912
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 0.2912491261959076,
      "coherence_diagnostics": {
        "tau": 0.2912491261959076,
        "grad_tau": 0.01721731759607792,
        "torsion": 0.0,
        "alignment": -5.0081787109375,
        "S_field": 0.23233120143413544,
        "Gamma_field": 0.8384400010108948,
        "S_over_Gamma": 0.2770993709564209,
        "Da": 52.636451721191406,
        "E_coh": 0.6199896931648254,
        "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": [
          [
            [
              -111.82,
              38.1
            ],
            [
              -111.8,
              38.1
            ],
            [
              -111.76,
              38.07
            ],
            [
              -111.76,
              38.04
            ],
            [
              -111.77,
              38.03
            ],
            [
              -111.81,
              38.03
            ],
            [
              -111.82,
              38.04
            ],
            [
              -111.82,
              38.06
            ],
            [
              -111.83,
              38.07
            ],
            [
              -111.82,
              38.08
            ],
            [
              -111.83,
              38.09
            ],
            [
              -111.82,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.057,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce4efda9a0fde8683c5d2d65be064e0613cc20c7b66512794a8dc8e64072de41"
      },
      "receipt_sha256": "ce4efda9a0fde8683c5d2d65be064e0613cc20c7b66512794a8dc8e64072de41"
    },
    {
      "storm_id": "928684",
      "lat": 30.933,
      "lon": -103.105,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1202.0,
      "ebshear": 8.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.9121
        },
        {
          "name": "alignment",
          "value": -2.7788
        },
        {
          "name": "tau",
          "value": 0.6868
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 0.6867783665657043,
      "coherence_diagnostics": {
        "tau": 0.6867783665657043,
        "grad_tau": 0.10333533585071564,
        "torsion": 0.0,
        "alignment": -2.778787136077881,
        "S_field": 0.14427584409713745,
        "Gamma_field": 0.40760666131973267,
        "S_over_Gamma": 0.35395851731300354,
        "Da": 24.170000076293945,
        "E_coh": 0.5040031671524048,
        "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": [
          [
            [
              -103.13,
              30.96
            ],
            [
              -103.08,
              30.96
            ],
            [
              -103.07,
              30.95
            ],
            [
              -103.07,
              30.91
            ],
            [
              -103.08,
              30.9
            ],
            [
              -103.09,
              30.91
            ],
            [
              -103.13,
              30.91
            ],
            [
              -103.13,
              30.93
            ],
            [
              -103.14,
              30.94
            ],
            [
              -103.13,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0567,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0567,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9df486cc35fcc73d23b4acc47f8b4d6266ee6e231512df44ecc603a215bc5502"
      },
      "receipt_sha256": "9df486cc35fcc73d23b4acc47f8b4d6266ee6e231512df44ecc603a215bc5502"
    },
    {
      "storm_id": "928405",
      "lat": 48.7909,
      "lon": -92.5118,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1.0,
      "ebshear": 0.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1621
        },
        {
          "name": "alignment",
          "value": -2.3368
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0564
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3252125680446625,
        "torsion": 0.0,
        "alignment": -2.3367977142333984,
        "S_field": 0.12408548593521118,
        "Gamma_field": 0.3709399402141571,
        "S_over_Gamma": 0.33451637625694275,
        "Da": 23.72507095336914,
        "E_coh": 0.14419637620449066,
        "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": [
          [
            [
              -92.57,
              48.85
            ],
            [
              -92.51,
              48.84
            ],
            [
              -92.49,
              48.82
            ],
            [
              -92.42,
              48.78
            ],
            [
              -92.42,
              48.73
            ],
            [
              -92.43,
              48.72
            ],
            [
              -92.47,
              48.72
            ],
            [
              -92.57,
              48.77
            ],
            [
              -92.59,
              48.79
            ],
            [
              -92.59,
              48.83
            ],
            [
              -92.57,
              48.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0564,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "dae9878ca777daead379f58a2af7792747117cffd3990e4d410a4b449e7a8489",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0564,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a7ba780f9286de4bd3dbf43e48a7482ebe90e720a6654b2ed257b4c2020ba14"
      },
      "receipt_sha256": "2a7ba780f9286de4bd3dbf43e48a7482ebe90e720a6654b2ed257b4c2020ba14"
    },
    {
      "storm_id": "928465",
      "lat": 46.3635,
      "lon": -124.0043,
      "motion_east": -3.0,
      "motion_south": -10.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 399.0,
      "ebshear": 29.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1621
        },
        {
          "name": "alignment",
          "value": -0.3014
        },
        {
          "name": "tau",
          "value": 0.1999
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 0.19989629089832306,
      "coherence_diagnostics": {
        "tau": 0.19989629089832306,
        "grad_tau": 0.1692739576101303,
        "torsion": 0.0,
        "alignment": -0.30137649178504944,
        "S_field": 0.0912395790219307,
        "Gamma_field": 0.18010661005973816,
        "S_over_Gamma": 0.506586492061615,
        "Da": 10.754902839660645,
        "E_coh": 0.10665088891983032,
        "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": [
          [
            [
              -124.05,
              46.49
            ],
            [
              -123.99,
              46.49
            ],
            [
              -123.98,
              46.48
            ],
            [
              -123.98,
              46.46
            ],
            [
              -123.88,
              46.37
            ],
            [
              -123.88,
              46.35
            ],
            [
              -123.9,
              46.32
            ],
            [
              -123.92,
              46.32
            ],
            [
              -123.96,
              46.3
            ],
            [
              -124.0,
              46.26
            ],
            [
              -124.0,
              46.25
            ],
            [
              -124.03,
              46.23
            ],
            [
              -124.05,
              46.24
            ],
            [
              -124.05,
              46.26
            ],
            [
              -124.04,
              46.27
            ],
            [
              -124.04,
              46.32
            ],
            [
              -124.03,
              46.33
            ],
            [
              -124.03,
              46.39
            ],
            [
              -124.05,
              46.41
            ],
            [
              -124.05,
              46.42
            ],
            [
              -124.07,
              46.43
            ],
            [
              -124.07,
              46.48
            ],
            [
              -124.05,
              46.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0554,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7ea402e9b6aeb92a28915f5e43d5a82e6b0df1555c86f77a0d2a8dfefcc4943"
      },
      "receipt_sha256": "b7ea402e9b6aeb92a28915f5e43d5a82e6b0df1555c86f77a0d2a8dfefcc4943"
    },
    {
      "storm_id": "928786",
      "lat": 31.6348,
      "lon": -75.403,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2889.0,
      "ebshear": 8.0,
      "srh01": 12.0,
      "maxllaz": 0.0,
      "mesh": 0.74,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5371
        },
        {
          "name": "alignment",
          "value": 1.6633
        },
        {
          "name": "tau",
          "value": 3.0068
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0549
      },
      "coherence_score": 3.0067811012268066,
      "coherence_diagnostics": {
        "tau": 3.0067811012268066,
        "grad_tau": 0.12254855036735535,
        "torsion": 0.0,
        "alignment": 1.6632901430130005,
        "S_field": 1.1030926704406738,
        "Gamma_field": 0.25177326798439026,
        "S_over_Gamma": 4.381293773651123,
        "Da": 15.368559837341309,
        "E_coh": 0.9661462306976318,
        "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": [
          [
            [
              -75.42,
              31.69
            ],
            [
              -75.41,
              31.68
            ],
            [
              -75.4,
              31.69
            ],
            [
              -75.39,
              31.68
            ],
            [
              -75.35,
              31.67
            ],
            [
              -75.35,
              31.66
            ],
            [
              -75.31,
              31.62
            ],
            [
              -75.29,
              31.61
            ],
            [
              -75.33,
              31.6
            ],
            [
              -75.34,
              31.59
            ],
            [
              -75.36,
              31.59
            ],
            [
              -75.37,
              31.58
            ],
            [
              -75.41,
              31.58
            ],
            [
              -75.42,
              31.59
            ],
            [
              -75.43,
              31.58
            ],
            [
              -75.45,
              31.58
            ],
            [
              -75.47,
              31.6
            ],
            [
              -75.46,
              31.63
            ],
            [
              -75.49,
              31.66
            ],
            [
              -75.49,
              31.67
            ],
            [
              -75.48,
              31.68
            ],
            [
              -75.43,
              31.68
            ],
            [
              -75.42,
              31.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0549,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0549,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1614df8e0ca144949db130c8cf6089d1328ca7e3d8d81a6db0d7dcf7711a386"
      },
      "receipt_sha256": "c1614df8e0ca144949db130c8cf6089d1328ca7e3d8d81a6db0d7dcf7711a386"
    },
    {
      "storm_id": "928115",
      "lat": 38.3911,
      "lon": -86.2633,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2746.0,
      "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": 45.2871
        },
        {
          "name": "alignment",
          "value": -0.9376
        },
        {
          "name": "tau",
          "value": 1.4301
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 1.4301007986068726,
      "coherence_diagnostics": {
        "tau": 1.4301007986068726,
        "grad_tau": 0.19827985763549805,
        "torsion": 0.0,
        "alignment": -0.9376407861709595,
        "S_field": 0.15985755622386932,
        "Gamma_field": 0.5659399628639221,
        "S_over_Gamma": 0.28246381878852844,
        "Da": 34.53440475463867,
        "E_coh": 0.7923631072044373,
        "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": [
          [
            [
              -86.25,
              38.42
            ],
            [
              -86.24,
              38.41
            ],
            [
              -86.25,
              38.39
            ],
            [
              -86.24,
              38.35
            ],
            [
              -86.29,
              38.35
            ],
            [
              -86.3,
              38.36
            ],
            [
              -86.29,
              38.41
            ],
            [
              -86.26,
              38.41
            ],
            [
              -86.25,
              38.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0539,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f146d05ea6765ddfe7adf551bbb4aa9ee15cc2947e299c0e537ee136029415e"
      },
      "receipt_sha256": "6f146d05ea6765ddfe7adf551bbb4aa9ee15cc2947e299c0e537ee136029415e"
    },
    {
      "storm_id": "928837",
      "lat": 32.0493,
      "lon": -97.2973,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2460.0,
      "ebshear": 15.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2871
        },
        {
          "name": "alignment",
          "value": -0.7341
        },
        {
          "name": "tau",
          "value": 1.1879
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 1.1879159212112427,
      "coherence_diagnostics": {
        "tau": 1.1879159212112427,
        "grad_tau": 0.07623018324375153,
        "torsion": 0.0,
        "alignment": -0.7341412305831909,
        "S_field": 0.16542170941829681,
        "Gamma_field": 0.21677328646183014,
        "S_over_Gamma": 0.7631092667579651,
        "Da": 13.146320343017578,
        "E_coh": 0.7199775576591492,
        "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": [
          [
            [
              -97.32,
              32.09
            ],
            [
              -97.31,
              32.08
            ],
            [
              -97.3,
              32.09
            ],
            [
              -97.27,
              32.09
            ],
            [
              -97.26,
              32.08
            ],
            [
              -97.25,
              32.06
            ],
            [
              -97.25,
              32.02
            ],
            [
              -97.26,
              32.01
            ],
            [
              -97.29,
              32.01
            ],
            [
              -97.3,
              32.02
            ],
            [
              -97.32,
              32.02
            ],
            [
              -97.33,
              32.01
            ],
            [
              -97.35,
              32.02
            ],
            [
              -97.33,
              32.05
            ],
            [
              -97.32,
              32.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0528,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f80a78642d2aabf40bced54bc9cb1b760b4cb65e098fc72d1a65b98c8983452c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0528,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49e25fef9a04edf2c37583a4a28c78485311961a5bfc74ce441e9f098a0f4ac5"
      },
      "receipt_sha256": "49e25fef9a04edf2c37583a4a28c78485311961a5bfc74ce441e9f098a0f4ac5"
    },
    {
      "storm_id": "928824",
      "lat": 26.995,
      "lon": -96.25,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3339.0,
      "ebshear": 6.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2871
        },
        {
          "name": "alignment",
          "value": 2.1923
        },
        {
          "name": "tau",
          "value": 1.1713
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0517
      },
      "coherence_score": 1.1713296175003052,
      "coherence_diagnostics": {
        "tau": 1.1713296175003052,
        "grad_tau": 0.6412786245346069,
        "torsion": -4.341407677799225e-09,
        "alignment": 2.1923041343688965,
        "S_field": 0.4654962718486786,
        "Gamma_field": 0.4451066255569458,
        "S_over_Gamma": 1.0458084344863892,
        "Da": 26.240018844604492,
        "E_coh": 0.8766129612922668,
        "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": [
          [
            [
              -96.27,
              27.04
            ],
            [
              -96.26,
              27.03
            ],
            [
              -96.23,
              27.03
            ],
            [
              -96.22,
              27.04
            ],
            [
              -96.19,
              27.02
            ],
            [
              -96.2,
              27.01
            ],
            [
              -96.2,
              26.94
            ],
            [
              -96.25,
              26.94
            ],
            [
              -96.26,
              26.93
            ],
            [
              -96.29,
              26.93
            ],
            [
              -96.29,
              26.97
            ],
            [
              -96.28,
              26.98
            ],
            [
              -96.29,
              27.03
            ],
            [
              -96.27,
              27.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0517,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "de5ade4daec259a2c332853371d30f9fd92878c1a49cfe3fda34ccd87411d74e",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0517,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20fce345c29cab8093eb03b22c4f774cefd4dcc8760086fac8778ffeb0ab0978"
      },
      "receipt_sha256": "20fce345c29cab8093eb03b22c4f774cefd4dcc8760086fac8778ffeb0ab0978"
    },
    {
      "storm_id": "928787",
      "lat": 31.5742,
      "lon": -96.2717,
      "motion_east": 1.7,
      "motion_south": -4.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2087.0,
      "ebshear": 13.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7871
        },
        {
          "name": "alignment",
          "value": 0.5426
        },
        {
          "name": "tau",
          "value": 1.2597
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0513
      },
      "coherence_score": 1.2596631050109863,
      "coherence_diagnostics": {
        "tau": 1.2596631050109863,
        "grad_tau": 0.20552164316177368,
        "torsion": 0.0,
        "alignment": 0.5426207780838013,
        "S_field": 0.10624726861715317,
        "Gamma_field": 0.5084399580955505,
        "S_over_Gamma": 0.2089671939611435,
        "Da": 29.23912239074707,
        "E_coh": 0.25599515438079834,
        "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": [
          [
            [
              -96.33,
              31.63
            ],
            [
              -96.26,
              31.63
            ],
            [
              -96.26,
              31.62
            ],
            [
              -96.23,
              31.59
            ],
            [
              -96.23,
              31.56
            ],
            [
              -96.22,
              31.55
            ],
            [
              -96.23,
              31.54
            ],
            [
              -96.22,
              31.52
            ],
            [
              -96.31,
              31.53
            ],
            [
              -96.31,
              31.54
            ],
            [
              -96.33,
              31.55
            ],
            [
              -96.33,
              31.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0513,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0513,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "253e404efd1d8767ba8774d050e920bc1f3296f611d25eabf5e4e070e8e02da7"
      },
      "receipt_sha256": "253e404efd1d8767ba8774d050e920bc1f3296f611d25eabf5e4e070e8e02da7"
    },
    {
      "storm_id": "928790",
      "lat": 31.5355,
      "lon": -75.5755,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2780.0,
      "ebshear": 8.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.42,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5371
        },
        {
          "name": "alignment",
          "value": 1.6633
        },
        {
          "name": "tau",
          "value": 3.0068
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0513
      },
      "coherence_score": 3.0067811012268066,
      "coherence_diagnostics": {
        "tau": 3.0067811012268066,
        "grad_tau": 0.12254855036735535,
        "torsion": 0.0,
        "alignment": 1.6632901430130005,
        "S_field": 1.1030926704406738,
        "Gamma_field": 0.25177326798439026,
        "S_over_Gamma": 4.381293773651123,
        "Da": 15.368559837341309,
        "E_coh": 0.9661462306976318,
        "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": [
          [
            [
              -75.61,
              31.57
            ],
            [
              -75.59,
              31.57
            ],
            [
              -75.56,
              31.54
            ],
            [
              -75.52,
              31.54
            ],
            [
              -75.52,
              31.51
            ],
            [
              -75.53,
              31.5
            ],
            [
              -75.54,
              31.51
            ],
            [
              -75.61,
              31.51
            ],
            [
              -75.62,
              31.52
            ],
            [
              -75.62,
              31.55
            ],
            [
              -75.61,
              31.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0513,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0513,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "253e404efd1d8767ba8774d050e920bc1f3296f611d25eabf5e4e070e8e02da7"
      },
      "receipt_sha256": "253e404efd1d8767ba8774d050e920bc1f3296f611d25eabf5e4e070e8e02da7"
    },
    {
      "storm_id": "928785",
      "lat": 31.7255,
      "lon": -75.1982,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3012.0,
      "ebshear": 8.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.62,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5371
        },
        {
          "name": "alignment",
          "value": 1.6633
        },
        {
          "name": "tau",
          "value": 3.0068
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 3.0067811012268066,
      "coherence_diagnostics": {
        "tau": 3.0067811012268066,
        "grad_tau": 0.12254855036735535,
        "torsion": 0.0,
        "alignment": 1.6632901430130005,
        "S_field": 1.1030926704406738,
        "Gamma_field": 0.25177326798439026,
        "S_over_Gamma": 4.381293773651123,
        "Da": 15.368559837341309,
        "E_coh": 0.9661462306976318,
        "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": [
          [
            [
              -75.23,
              31.77
            ],
            [
              -75.16,
              31.77
            ],
            [
              -75.2,
              31.73
            ],
            [
              -75.18,
              31.71
            ],
            [
              -75.14,
              31.69
            ],
            [
              -75.18,
              31.69
            ],
            [
              -75.19,
              31.68
            ],
            [
              -75.22,
              31.69
            ],
            [
              -75.21,
              31.73
            ],
            [
              -75.24,
              31.75
            ],
            [
              -75.23,
              31.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0508,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "888a624da351dbfa22e4414da1a3c9109a3da8156f1451a33ed7185037234dc3"
      },
      "receipt_sha256": "888a624da351dbfa22e4414da1a3c9109a3da8156f1451a33ed7185037234dc3"
    },
    {
      "storm_id": "928593",
      "lat": 46.6564,
      "lon": -124.4618,
      "motion_east": -1.0,
      "motion_south": -5.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 275.0,
      "ebshear": 27.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6621
        },
        {
          "name": "alignment",
          "value": -1.5812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.19437749683856964,
        "torsion": 0.0,
        "alignment": -1.5811700820922852,
        "S_field": 0.12350621819496155,
        "Gamma_field": 0.16677327454090118,
        "S_over_Gamma": 0.7405636310577393,
        "Da": 9.947211265563965,
        "E_coh": 0.09432677179574966,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -124.5,
              46.7
            ],
            [
              -124.45,
              46.7
            ],
            [
              -124.43,
              46.69
            ],
            [
              -124.4,
              46.65
            ],
            [
              -124.4,
              46.62
            ],
            [
              -124.42,
              46.61
            ],
            [
              -124.47,
              46.61
            ],
            [
              -124.49,
              46.62
            ],
            [
              -124.51,
              46.64
            ],
            [
              -124.51,
              46.68
            ],
            [
              -124.5,
              46.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0506,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2fbd33ce1d78cb1b60c9851a518f0fc9a55241843bc9b9fe64c2ae8bc579041"
      },
      "receipt_sha256": "e2fbd33ce1d78cb1b60c9851a518f0fc9a55241843bc9b9fe64c2ae8bc579041"
    },
    {
      "storm_id": "928773",
      "lat": 37.0328,
      "lon": -92.5939,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1273.0,
      "ebshear": 11.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6621
        },
        {
          "name": "alignment",
          "value": -2.0824
        },
        {
          "name": "tau",
          "value": 1.1964
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 1.1963894367218018,
      "coherence_diagnostics": {
        "tau": 1.1963894367218018,
        "grad_tau": 0.173819437623024,
        "torsion": 0.0,
        "alignment": -2.0823745727539062,
        "S_field": 0.2881346046924591,
        "Gamma_field": 0.2459399402141571,
        "S_over_Gamma": 1.1715649366378784,
        "Da": 14.89269733428955,
        "E_coh": 0.877341091632843,
        "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": [
          [
            [
              -92.64,
              37.07
            ],
            [
              -92.62,
              37.06
            ],
            [
              -92.59,
              37.07
            ],
            [
              -92.55,
              37.05
            ],
            [
              -92.52,
              37.05
            ],
            [
              -92.52,
              37.03
            ],
            [
              -92.51,
              37.02
            ],
            [
              -92.52,
              37.0
            ],
            [
              -92.54,
              37.0
            ],
            [
              -92.55,
              37.01
            ],
            [
              -92.6,
              37.0
            ],
            [
              -92.62,
              37.02
            ],
            [
              -92.64,
              37.0
            ],
            [
              -92.65,
              37.01
            ],
            [
              -92.65,
              37.03
            ],
            [
              -92.67,
              37.04
            ],
            [
              -92.66,
              37.06
            ],
            [
              -92.64,
              37.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0506,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2fbd33ce1d78cb1b60c9851a518f0fc9a55241843bc9b9fe64c2ae8bc579041"
      },
      "receipt_sha256": "e2fbd33ce1d78cb1b60c9851a518f0fc9a55241843bc9b9fe64c2ae8bc579041"
    },
    {
      "storm_id": "928656",
      "lat": 29.1723,
      "lon": -82.6677,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2606.0,
      "ebshear": 21.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2871
        },
        {
          "name": "alignment",
          "value": -0.8358
        },
        {
          "name": "tau",
          "value": 2.7579
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 2.7578883171081543,
      "coherence_diagnostics": {
        "tau": 2.7578883171081543,
        "grad_tau": 0.4645427167415619,
        "torsion": 0.0,
        "alignment": -0.8358229994773865,
        "S_field": 1.080779790878296,
        "Gamma_field": 0.356773316860199,
        "S_over_Gamma": 3.029317855834961,
        "Da": 22.70067024230957,
        "E_coh": 0.9798815846443176,
        "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": [
          [
            [
              -82.69,
              29.22
            ],
            [
              -82.66,
              29.22
            ],
            [
              -82.64,
              29.2
            ],
            [
              -82.64,
              29.17
            ],
            [
              -82.65,
              29.15
            ],
            [
              -82.63,
              29.13
            ],
            [
              -82.63,
              29.12
            ],
            [
              -82.66,
              29.12
            ],
            [
              -82.69,
              29.15
            ],
            [
              -82.69,
              29.16
            ],
            [
              -82.71,
              29.17
            ],
            [
              -82.7,
              29.21
            ],
            [
              -82.69,
              29.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0502,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0502,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ec1c8fd28096183069d28c077a033f6f174f96c006b9db8606a610a63011628"
      },
      "receipt_sha256": "3ec1c8fd28096183069d28c077a033f6f174f96c006b9db8606a610a63011628"
    },
    {
      "storm_id": "928671",
      "lat": 34.1917,
      "lon": -109.5092,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 519.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7871
        },
        {
          "name": "alignment",
          "value": -0.0189
        },
        {
          "name": "tau",
          "value": 0.4255
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.42546331882476807,
      "coherence_diagnostics": {
        "tau": 0.42546331882476807,
        "grad_tau": 0.014094728976488113,
        "torsion": 0.0,
        "alignment": -0.018887249752879143,
        "S_field": 0.5949538350105286,
        "Gamma_field": 0.513439953327179,
        "S_over_Gamma": 1.1587603092193604,
        "Da": 31.808870315551758,
        "E_coh": 0.9805991649627686,
        "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": [
          [
            [
              -109.54,
              34.23
            ],
            [
              -109.51,
              34.21
            ],
            [
              -109.47,
              34.22
            ],
            [
              -109.46,
              34.21
            ],
            [
              -109.46,
              34.15
            ],
            [
              -109.45,
              34.14
            ],
            [
              -109.51,
              34.14
            ],
            [
              -109.54,
              34.17
            ],
            [
              -109.54,
              34.19
            ],
            [
              -109.55,
              34.2
            ],
            [
              -109.54,
              34.21
            ],
            [
              -109.54,
              34.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0496,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a59b001ccc4215a6cdf5919c88c8f24e3b4f31dd24fdd8f7048cc532264763f3"
      },
      "receipt_sha256": "a59b001ccc4215a6cdf5919c88c8f24e3b4f31dd24fdd8f7048cc532264763f3"
    },
    {
      "storm_id": "928767",
      "lat": 43.0384,
      "lon": -95.4055,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 519.0,
      "ebshear": 11.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7871
        },
        {
          "name": "alignment",
          "value": 6.1688
        },
        {
          "name": "tau",
          "value": 0.4527
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.4527187943458557,
      "coherence_diagnostics": {
        "tau": 0.4527187943458557,
        "grad_tau": 0.14586809277534485,
        "torsion": 0.0,
        "alignment": 6.168846130371094,
        "S_field": 0.3180144727230072,
        "Gamma_field": 0.7159399390220642,
        "S_over_Gamma": 0.4441915452480316,
        "Da": 47.04952621459961,
        "E_coh": 0.5311455130577087,
        "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": [
          [
            [
              -95.44,
              43.07
            ],
            [
              -95.43,
              43.07
            ],
            [
              -95.42,
              43.07
            ],
            [
              -95.41,
              43.07
            ],
            [
              -95.4,
              43.07
            ],
            [
              -95.39,
              43.07
            ],
            [
              -95.38,
              43.07
            ],
            [
              -95.37,
              43.07
            ],
            [
              -95.37,
              43.06
            ],
            [
              -95.38,
              43.05
            ],
            [
              -95.39,
              43.04
            ],
            [
              -95.4,
              43.03
            ],
            [
              -95.39,
              43.02
            ],
            [
              -95.38,
              43.01
            ],
            [
              -95.37,
              43.0
            ],
            [
              -95.38,
              43.0
            ],
            [
              -95.39,
              43.0
            ],
            [
              -95.4,
              42.99
            ],
            [
              -95.41,
              43.0
            ],
            [
              -95.42,
              43.0
            ],
            [
              -95.41,
              43.0
            ],
            [
              -95.4,
              43.01
            ],
            [
              -95.4,
              43.02
            ],
            [
              -95.4,
              43.03
            ],
            [
              -95.41,
              43.04
            ],
            [
              -95.42,
              43.05
            ],
            [
              -95.43,
              43.05
            ],
            [
              -95.44,
              43.05
            ],
            [
              -95.45,
              43.05
            ],
            [
              -95.45,
              43.06
            ],
            [
              -95.44,
              43.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0496,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a59b001ccc4215a6cdf5919c88c8f24e3b4f31dd24fdd8f7048cc532264763f3"
      },
      "receipt_sha256": "a59b001ccc4215a6cdf5919c88c8f24e3b4f31dd24fdd8f7048cc532264763f3"
    },
    {
      "storm_id": "927475",
      "lat": 32.7422,
      "lon": -96.5378,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1861.0,
      "ebshear": 10.0,
      "srh01": 47.0,
      "maxllaz": 0.004,
      "mesh": 0.66,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4121
        },
        {
          "name": "alignment",
          "value": 0.8843
        },
        {
          "name": "tau",
          "value": 1.3068
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 1.3068323135375977,
      "coherence_diagnostics": {
        "tau": 1.3068323135375977,
        "grad_tau": 0.3004871904850006,
        "torsion": 0.0,
        "alignment": 0.8843032717704773,
        "S_field": 0.24771395325660706,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.2226351499557495,
        "Da": 11.38577938079834,
        "E_coh": 0.9534480571746826,
        "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": [
          [
            [
              -96.56,
              32.77
            ],
            [
              -96.51,
              32.77
            ],
            [
              -96.49,
              32.76
            ],
            [
              -96.49,
              32.74
            ],
            [
              -96.53,
              32.7
            ],
            [
              -96.56,
              32.7
            ],
            [
              -96.57,
              32.71
            ],
            [
              -96.57,
              32.76
            ],
            [
              -96.56,
              32.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0493,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bf2bfe5aede22319d2318ddf009fdecf36d48555e214dd0a9aac5573c9e694f"
      },
      "receipt_sha256": "5bf2bfe5aede22319d2318ddf009fdecf36d48555e214dd0a9aac5573c9e694f"
    },
    {
      "storm_id": "928759",
      "lat": 47.4989,
      "lon": -124.8267,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 40.0,
      "ebshear": 19.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.9121
        },
        {
          "name": "alignment",
          "value": -3.0187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16836048662662506,
        "torsion": 0.0,
        "alignment": -3.018670082092285,
        "S_field": 0.14248035848140717,
        "Gamma_field": 0.16177327930927277,
        "S_over_Gamma": 0.8807410001754761,
        "Da": 9.672900199890137,
        "E_coh": 0.16971176862716675,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -124.84,
              47.53
            ],
            [
              -124.81,
              47.53
            ],
            [
              -124.8,
              47.51
            ],
            [
              -124.8,
              47.48
            ],
            [
              -124.81,
              47.46
            ],
            [
              -124.84,
              47.46
            ],
            [
              -124.85,
              47.47
            ],
            [
              -124.85,
              47.52
            ],
            [
              -124.84,
              47.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0493,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bf2bfe5aede22319d2318ddf009fdecf36d48555e214dd0a9aac5573c9e694f"
      },
      "receipt_sha256": "5bf2bfe5aede22319d2318ddf009fdecf36d48555e214dd0a9aac5573c9e694f"
    },
    {
      "storm_id": "928667",
      "lat": 35.2144,
      "lon": -111.6944,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 193.0,
      "ebshear": 10.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2871
        },
        {
          "name": "alignment",
          "value": -0.0936
        },
        {
          "name": "tau",
          "value": 0.3085
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 0.308490514755249,
      "coherence_diagnostics": {
        "tau": 0.308490514755249,
        "grad_tau": 0.06299600750207901,
        "torsion": 0.0,
        "alignment": -0.09355024993419647,
        "S_field": 0.2694588303565979,
        "Gamma_field": 0.8076066374778748,
        "S_over_Gamma": 0.3336510956287384,
        "Da": 48.559696197509766,
        "E_coh": 0.8667858839035034,
        "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": [
          [
            [
              -111.72,
              35.24
            ],
            [
              -111.67,
              35.24
            ],
            [
              -111.66,
              35.23
            ],
            [
              -111.66,
              35.2
            ],
            [
              -111.67,
              35.18
            ],
            [
              -111.71,
              35.18
            ],
            [
              -111.71,
              35.2
            ],
            [
              -111.73,
              35.22
            ],
            [
              -111.72,
              35.24
            ]
          ]
        ]
      },
      "raw_probability": 0.049,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.049,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37ebb228d4dc905e6707be0633a6397abb533c93fa41f41fef8be60d93fd7640"
      },
      "receipt_sha256": "37ebb228d4dc905e6707be0633a6397abb533c93fa41f41fef8be60d93fd7640"
    },
    {
      "storm_id": "928416",
      "lat": 42.7989,
      "lon": -109.1756,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 417.0,
      "ebshear": 13.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5371
        },
        {
          "name": "alignment",
          "value": 2.7451
        },
        {
          "name": "tau",
          "value": 0.2545
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0478
      },
      "coherence_score": 0.2545064091682434,
      "coherence_diagnostics": {
        "tau": 0.2545064091682434,
        "grad_tau": 0.0589982271194458,
        "torsion": 0.0,
        "alignment": 2.7451090812683105,
        "S_field": 0.20728281140327454,
        "Gamma_field": 0.7967732548713684,
        "S_over_Gamma": 0.26015281677246094,
        "Da": 51.28900146484375,
        "E_coh": 0.41486549377441406,
        "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": [
          [
            [
              -109.2,
              42.85
            ],
            [
              -109.16,
              42.85
            ],
            [
              -109.16,
              42.81
            ],
            [
              -109.14,
              42.77
            ],
            [
              -109.16,
              42.77
            ],
            [
              -109.17,
              42.76
            ],
            [
              -109.19,
              42.76
            ],
            [
              -109.2,
              42.77
            ],
            [
              -109.2,
              42.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0478,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a9b3f0036719d1d57e1633dcab40df7843dcac04f2a1bb6d66efe5a4192f3ef7",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0478,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c82eafdad83e2f78e00439bf4e2f59ba22ed5395a79135410bf3f0153bcda09d"
      },
      "receipt_sha256": "c82eafdad83e2f78e00439bf4e2f59ba22ed5395a79135410bf3f0153bcda09d"
    },
    {
      "storm_id": "928209",
      "lat": 31.5444,
      "lon": -95.9622,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2195.0,
      "ebshear": 15.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.55,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7871
        },
        {
          "name": "alignment",
          "value": 0.5426
        },
        {
          "name": "tau",
          "value": 1.2597
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 1.2596631050109863,
      "coherence_diagnostics": {
        "tau": 1.2596631050109863,
        "grad_tau": 0.20552164316177368,
        "torsion": 0.0,
        "alignment": 0.5426207780838013,
        "S_field": 0.10624726861715317,
        "Gamma_field": 0.5084399580955505,
        "S_over_Gamma": 0.2089671939611435,
        "Da": 29.23912239074707,
        "E_coh": 0.25599515438079834,
        "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": [
          [
            [
              -95.98,
              31.58
            ],
            [
              -95.94,
              31.58
            ],
            [
              -95.92,
              31.56
            ],
            [
              -95.92,
              31.52
            ],
            [
              -95.94,
              31.5
            ],
            [
              -95.98,
              31.5
            ],
            [
              -96.0,
              31.52
            ],
            [
              -96.0,
              31.56
            ],
            [
              -95.98,
              31.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0473,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be8f9f00c4e030b8c60da6028e2acad9221d3044dc2fdabfb872cf78ef73b352"
      },
      "receipt_sha256": "be8f9f00c4e030b8c60da6028e2acad9221d3044dc2fdabfb872cf78ef73b352"
    },
    {
      "storm_id": "928034",
      "lat": 32.74,
      "lon": -76.2418,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1877.0,
      "ebshear": 11.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1621
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.1803
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 3.1802663803100586,
      "coherence_diagnostics": {
        "tau": 3.1802663803100586,
        "grad_tau": 0.14493782818317413,
        "torsion": 0.0,
        "alignment": 0.2684691548347473,
        "S_field": 1.7487822771072388,
        "Gamma_field": 0.19760660827159882,
        "S_over_Gamma": 8.84981632232666,
        "Da": 11.94599437713623,
        "E_coh": 0.9720074534416199,
        "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": [
          [
            [
              -76.29,
              32.79
            ],
            [
              -76.23,
              32.79
            ],
            [
              -76.21,
              32.78
            ],
            [
              -76.18,
              32.72
            ],
            [
              -76.18,
              32.7
            ],
            [
              -76.22,
              32.7
            ],
            [
              -76.23,
              32.71
            ],
            [
              -76.26,
              32.71
            ],
            [
              -76.28,
              32.72
            ],
            [
              -76.29,
              32.73
            ],
            [
              -76.29,
              32.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0471,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "196199501aec2723e13ab563fa3e237ca71ecdd9eab7dc7bd533e5727eb772c6"
      },
      "receipt_sha256": "196199501aec2723e13ab563fa3e237ca71ecdd9eab7dc7bd533e5727eb772c6"
    },
    {
      "storm_id": "928781",
      "lat": 32.3933,
      "lon": -77.0407,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2533.0,
      "ebshear": 10.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1621
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.1803
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.047
      },
      "coherence_score": 3.1802663803100586,
      "coherence_diagnostics": {
        "tau": 3.1802663803100586,
        "grad_tau": 0.14493782818317413,
        "torsion": 0.0,
        "alignment": 0.2684691548347473,
        "S_field": 1.7487822771072388,
        "Gamma_field": 0.19760660827159882,
        "S_over_Gamma": 8.84981632232666,
        "Da": 11.94599437713623,
        "E_coh": 0.9720074534416199,
        "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": [
          [
            [
              -77.11,
              32.45
            ],
            [
              -77.07,
              32.45
            ],
            [
              -77.04,
              32.43
            ],
            [
              -77.02,
              32.43
            ],
            [
              -77.03,
              32.42
            ],
            [
              -77.0,
              32.38
            ],
            [
              -76.96,
              32.36
            ],
            [
              -76.94,
              32.36
            ],
            [
              -76.96,
              32.35
            ],
            [
              -77.03,
              32.35
            ],
            [
              -77.04,
              32.36
            ],
            [
              -77.09,
              32.36
            ],
            [
              -77.11,
              32.37
            ],
            [
              -77.1,
              32.38
            ],
            [
              -77.11,
              32.45
            ]
          ]
        ]
      },
      "raw_probability": 0.047,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1d677bea6f069c60102602fdf1d8c9897f7dde1230e0782f76af65bae597bce4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.047,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b1275cc52fc6a36b81c3d921cf616c0451fe02047dd35eee08d50ca07fa0a1e"
      },
      "receipt_sha256": "9b1275cc52fc6a36b81c3d921cf616c0451fe02047dd35eee08d50ca07fa0a1e"
    },
    {
      "storm_id": "928774",
      "lat": 35.1675,
      "lon": -97.4013,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 718.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9121
        },
        {
          "name": "alignment",
          "value": -0.0297
        },
        {
          "name": "tau",
          "value": 0.5338
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.5338123440742493,
      "coherence_diagnostics": {
        "tau": 0.5338123440742493,
        "grad_tau": 0.16618438065052032,
        "torsion": 0.0,
        "alignment": -0.029709160327911377,
        "S_field": 0.05918796733021736,
        "Gamma_field": 0.38343995809555054,
        "S_over_Gamma": 0.15436045825481415,
        "Da": 22.43941307067871,
        "E_coh": 0.8363140821456909,
        "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": [
          [
            [
              -97.42,
              35.19
            ],
            [
              -97.38,
              35.19
            ],
            [
              -97.37,
              35.18
            ],
            [
              -97.38,
              35.16
            ],
            [
              -97.38,
              35.13
            ],
            [
              -97.43,
              35.13
            ],
            [
              -97.43,
              35.17
            ],
            [
              -97.42,
              35.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0466,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90cf93ab7e46e7d7a8692919cdd8f117f55bf00048d70c31a8b53b05f13ac53c"
      },
      "receipt_sha256": "90cf93ab7e46e7d7a8692919cdd8f117f55bf00048d70c31a8b53b05f13ac53c"
    },
    {
      "storm_id": "928833",
      "lat": 35.363,
      "lon": -97.343,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 613.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9121
        },
        {
          "name": "alignment",
          "value": -0.0297
        },
        {
          "name": "tau",
          "value": 0.5338
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 0.5338123440742493,
      "coherence_diagnostics": {
        "tau": 0.5338123440742493,
        "grad_tau": 0.16618438065052032,
        "torsion": 0.0,
        "alignment": -0.029709160327911377,
        "S_field": 0.05918796733021736,
        "Gamma_field": 0.38343995809555054,
        "S_over_Gamma": 0.15436045825481415,
        "Da": 22.43941307067871,
        "E_coh": 0.8363140821456909,
        "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": [
          [
            [
              -97.36,
              35.39
            ],
            [
              -97.34,
              35.39
            ],
            [
              -97.31,
              35.36
            ],
            [
              -97.3,
              35.36
            ],
            [
              -97.3,
              35.33
            ],
            [
              -97.36,
              35.32
            ],
            [
              -97.36,
              35.35
            ],
            [
              -97.37,
              35.36
            ],
            [
              -97.37,
              35.38
            ],
            [
              -97.36,
              35.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0466,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90cf93ab7e46e7d7a8692919cdd8f117f55bf00048d70c31a8b53b05f13ac53c"
      },
      "receipt_sha256": "90cf93ab7e46e7d7a8692919cdd8f117f55bf00048d70c31a8b53b05f13ac53c"
    },
    {
      "storm_id": "928727",
      "lat": 28.3786,
      "lon": -82.02,
      "motion_east": 2.0,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2489.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0371
        },
        {
          "name": "alignment",
          "value": 0.1855
        },
        {
          "name": "tau",
          "value": 2.3666
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0461
      },
      "coherence_score": 2.366584300994873,
      "coherence_diagnostics": {
        "tau": 2.366584300994873,
        "grad_tau": 0.145298570394516,
        "torsion": 0.0,
        "alignment": 0.185491144657135,
        "S_field": 0.7161363959312439,
        "Gamma_field": 0.5967732667922974,
        "S_over_Gamma": 1.2000142335891724,
        "Da": 37.24932861328125,
        "E_coh": 0.9843981862068176,
        "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": [
          [
            [
              -82.05,
              28.4
            ],
            [
              -81.99,
              28.4
            ],
            [
              -81.98,
              28.39
            ],
            [
              -81.98,
              28.35
            ],
            [
              -82.04,
              28.35
            ],
            [
              -82.05,
              28.36
            ],
            [
              -82.05,
              28.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0461,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0461,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63b8092f5772e9d7b25755faad2ea77a437b3e7c852c18a853acc39c74c1e39d"
      },
      "receipt_sha256": "63b8092f5772e9d7b25755faad2ea77a437b3e7c852c18a853acc39c74c1e39d"
    },
    {
      "storm_id": "928428",
      "lat": 33.6311,
      "lon": -114.4933,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 633.0,
      "ebshear": 17.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2871
        },
        {
          "name": "alignment",
          "value": 1.2097
        },
        {
          "name": "tau",
          "value": 0.386
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 0.3860207200050354,
      "coherence_diagnostics": {
        "tau": 0.3860207200050354,
        "grad_tau": 0.028612757101655006,
        "torsion": 0.0,
        "alignment": 1.209693193435669,
        "S_field": 0.0481267012655735,
        "Gamma_field": 0.41343995928764343,
        "S_over_Gamma": 0.11640553921461105,
        "Da": 25.368947982788086,
        "E_coh": 0.6185774207115173,
        "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": [
          [
            [
              -114.48,
              33.66
            ],
            [
              -114.46,
              33.65
            ],
            [
              -114.48,
              33.62
            ],
            [
              -114.48,
              33.58
            ],
            [
              -114.53,
              33.58
            ],
            [
              -114.53,
              33.63
            ],
            [
              -114.51,
              33.65
            ],
            [
              -114.49,
              33.65
            ],
            [
              -114.48,
              33.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0455,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0455,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66bf3169b2611d2e88d13ed87295f13404fa058f2f403399368421f6f9dacd61"
      },
      "receipt_sha256": "66bf3169b2611d2e88d13ed87295f13404fa058f2f403399368421f6f9dacd61"
    },
    {
      "storm_id": "928841",
      "lat": 29.7377,
      "lon": -81.5846,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2335.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4121
        },
        {
          "name": "alignment",
          "value": -0.1246
        },
        {
          "name": "tau",
          "value": 3.2214
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 3.2213902473449707,
      "coherence_diagnostics": {
        "tau": 3.2213902473449707,
        "grad_tau": 0.07782837003469467,
        "torsion": 0.0,
        "alignment": -0.12457942962646484,
        "S_field": 1.6545848846435547,
        "Gamma_field": 0.22677327692508698,
        "S_over_Gamma": 7.296207427978516,
        "Da": 14.4209566116333,
        "E_coh": 0.9791760444641113,
        "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": [
          [
            [
              -81.59,
              29.77
            ],
            [
              -81.56,
              29.77
            ],
            [
              -81.56,
              29.76
            ],
            [
              -81.54,
              29.74
            ],
            [
              -81.57,
              29.71
            ],
            [
              -81.57,
              29.7
            ],
            [
              -81.6,
              29.7
            ],
            [
              -81.58,
              29.71
            ],
            [
              -81.6,
              29.72
            ],
            [
              -81.61,
              29.74
            ],
            [
              -81.62,
              29.74
            ],
            [
              -81.61,
              29.76
            ],
            [
              -81.59,
              29.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0454,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec1a396fd812862d60e4abc54e80fca423b6f99d8b5fc740da84d110b6418516"
      },
      "receipt_sha256": "ec1a396fd812862d60e4abc54e80fca423b6f99d8b5fc740da84d110b6418516"
    },
    {
      "storm_id": "928588",
      "lat": 28.6882,
      "lon": -82.2436,
      "motion_east": 1.9,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2595.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2871
        },
        {
          "name": "alignment",
          "value": -0.8358
        },
        {
          "name": "tau",
          "value": 2.7579
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 2.7578883171081543,
      "coherence_diagnostics": {
        "tau": 2.7578883171081543,
        "grad_tau": 0.4645427167415619,
        "torsion": 0.0,
        "alignment": -0.8358229994773865,
        "S_field": 1.080779790878296,
        "Gamma_field": 0.356773316860199,
        "S_over_Gamma": 3.029317855834961,
        "Da": 22.70067024230957,
        "E_coh": 0.9798815846443176,
        "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": [
          [
            [
              -82.27,
              28.73
            ],
            [
              -82.26,
              28.72
            ],
            [
              -82.23,
              28.72
            ],
            [
              -82.21,
              28.71
            ],
            [
              -82.18,
              28.68
            ],
            [
              -82.18,
              28.65
            ],
            [
              -82.2,
              28.63
            ],
            [
              -82.26,
              28.63
            ],
            [
              -82.31,
              28.66
            ],
            [
              -82.31,
              28.71
            ],
            [
              -82.27,
              28.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0451,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0451,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eaa1b56fdbb667b4a87baf8c2562363695ba8643b41bed04dddfb46bf17edb22"
      },
      "receipt_sha256": "eaa1b56fdbb667b4a87baf8c2562363695ba8643b41bed04dddfb46bf17edb22"
    },
    {
      "storm_id": "928266",
      "lat": 32.3317,
      "lon": -82.4275,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1971.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.52,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2871
        },
        {
          "name": "alignment",
          "value": 5.1011
        },
        {
          "name": "tau",
          "value": 2.2418
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 2.24178147315979,
      "coherence_diagnostics": {
        "tau": 2.24178147315979,
        "grad_tau": 0.15708035230636597,
        "torsion": 0.0,
        "alignment": 5.101081848144531,
        "S_field": 0.36498185992240906,
        "Gamma_field": 0.3042732775211334,
        "S_over_Gamma": 1.1995198726654053,
        "Da": 17.945837020874023,
        "E_coh": 0.7333042621612549,
        "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": [
          [
            [
              -82.44,
              32.37
            ],
            [
              -82.42,
              32.37
            ],
            [
              -82.41,
              32.36
            ],
            [
              -82.41,
              32.34
            ],
            [
              -82.39,
              32.31
            ],
            [
              -82.4,
              32.28
            ],
            [
              -82.44,
              32.28
            ],
            [
              -82.45,
              32.3
            ],
            [
              -82.44,
              32.31
            ],
            [
              -82.44,
              32.34
            ],
            [
              -82.45,
              32.35
            ],
            [
              -82.44,
              32.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0449,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8092ec411fea1899320fa06cbde0d9d1b5d660f760e3e4f2c57f7c65a6cf22a4"
      },
      "receipt_sha256": "8092ec411fea1899320fa06cbde0d9d1b5d660f760e3e4f2c57f7c65a6cf22a4"
    },
    {
      "storm_id": "928838",
      "lat": 30.8848,
      "lon": -80.089,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2849.0,
      "ebshear": 6.0,
      "srh01": 30.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6621
        },
        {
          "name": "alignment",
          "value": 3.2293
        },
        {
          "name": "tau",
          "value": 2.7768
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 2.776812791824341,
      "coherence_diagnostics": {
        "tau": 2.776812791824341,
        "grad_tau": 0.10485727339982986,
        "torsion": 0.0,
        "alignment": 3.2292580604553223,
        "S_field": 0.9341601729393005,
        "Gamma_field": 0.31927329301834106,
        "S_over_Gamma": 2.9258952140808105,
        "Da": 19.050331115722656,
        "E_coh": 0.9226469993591309,
        "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": [
          [
            [
              -80.1,
              30.95
            ],
            [
              -80.09,
              30.94
            ],
            [
              -80.1,
              30.93
            ],
            [
              -80.1,
              30.92
            ],
            [
              -80.09,
              30.91
            ],
            [
              -80.08,
              30.91
            ],
            [
              -80.07,
              30.91
            ],
            [
              -80.07,
              30.9
            ],
            [
              -80.08,
              30.89
            ],
            [
              -80.08,
              30.88
            ],
            [
              -80.07,
              30.87
            ],
            [
              -80.07,
              30.86
            ],
            [
              -80.07,
              30.85
            ],
            [
              -80.06,
              30.84
            ],
            [
              -80.07,
              30.83
            ],
            [
              -80.08,
              30.83
            ],
            [
              -80.09,
              30.82
            ],
            [
              -80.1,
              30.82
            ],
            [
              -80.1,
              30.83
            ],
            [
              -80.09,
              30.84
            ],
            [
              -80.09,
              30.85
            ],
            [
              -80.1,
              30.86
            ],
            [
              -80.1,
              30.87
            ],
            [
              -80.1,
              30.88
            ],
            [
              -80.1,
              30.89
            ],
            [
              -80.1,
              30.9
            ],
            [
              -80.1,
              30.91
            ],
            [
              -80.1,
              30.92
            ],
            [
              -80.1,
              30.93
            ],
            [
              -80.11,
              30.94
            ],
            [
              -80.1,
              30.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0449,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8092ec411fea1899320fa06cbde0d9d1b5d660f760e3e4f2c57f7c65a6cf22a4"
      },
      "receipt_sha256": "8092ec411fea1899320fa06cbde0d9d1b5d660f760e3e4f2c57f7c65a6cf22a4"
    },
    {
      "storm_id": "928483",
      "lat": 32.8864,
      "lon": -76.7218,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2583.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1621
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.1803
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 3.1802663803100586,
      "coherence_diagnostics": {
        "tau": 3.1802663803100586,
        "grad_tau": 0.14493782818317413,
        "torsion": 0.0,
        "alignment": 0.2684691548347473,
        "S_field": 1.7487822771072388,
        "Gamma_field": 0.19760660827159882,
        "S_over_Gamma": 8.84981632232666,
        "Da": 11.94599437713623,
        "E_coh": 0.9720074534416199,
        "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": [
          [
            [
              -76.74,
              32.93
            ],
            [
              -76.69,
              32.92
            ],
            [
              -76.69,
              32.9
            ],
            [
              -76.66,
              32.87
            ],
            [
              -76.65,
              32.84
            ],
            [
              -76.75,
              32.84
            ],
            [
              -76.76,
              32.85
            ],
            [
              -76.76,
              32.87
            ],
            [
              -76.75,
              32.88
            ],
            [
              -76.75,
              32.92
            ],
            [
              -76.74,
              32.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0445,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bd64d739dfcf34cf1e0eb8c4e4a96f4d5271628d036ffb26a37899fac7f9cff"
      },
      "receipt_sha256": "4bd64d739dfcf34cf1e0eb8c4e4a96f4d5271628d036ffb26a37899fac7f9cff"
    },
    {
      "storm_id": "928715",
      "lat": 32.6182,
      "lon": -76.4224,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2138.0,
      "ebshear": 11.0,
      "srh01": 7.0,
      "maxllaz": 0.0,
      "mesh": 0.46,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1621
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.1803
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 3.1802663803100586,
      "coherence_diagnostics": {
        "tau": 3.1802663803100586,
        "grad_tau": 0.14493782818317413,
        "torsion": 0.0,
        "alignment": 0.2684691548347473,
        "S_field": 1.7487822771072388,
        "Gamma_field": 0.19760660827159882,
        "S_over_Gamma": 8.84981632232666,
        "Da": 11.94599437713623,
        "E_coh": 0.9720074534416199,
        "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": [
          [
            [
              -76.33,
              32.68
            ],
            [
              -76.32,
              32.68
            ],
            [
              -76.31,
              32.67
            ],
            [
              -76.3,
              32.66
            ],
            [
              -76.29,
              32.65
            ],
            [
              -76.28,
              32.65
            ],
            [
              -76.28,
              32.64
            ],
            [
              -76.28,
              32.63
            ],
            [
              -76.29,
              32.62
            ],
            [
              -76.28,
              32.61
            ],
            [
              -76.29,
              32.61
            ],
            [
              -76.3,
              32.6
            ],
            [
              -76.29,
              32.59
            ],
            [
              -76.28,
              32.58
            ],
            [
              -76.29,
              32.58
            ],
            [
              -76.3,
              32.58
            ],
            [
              -76.31,
              32.58
            ],
            [
              -76.32,
              32.58
            ],
            [
              -76.33,
              32.58
            ],
            [
              -76.34,
              32.58
            ],
            [
              -76.35,
              32.58
            ],
            [
              -76.36,
              32.58
            ],
            [
              -76.37,
              32.58
            ],
            [
              -76.38,
              32.58
            ],
            [
              -76.39,
              32.57
            ],
            [
              -76.4,
              32.57
            ],
            [
              -76.41,
              32.57
            ],
            [
              -76.42,
              32.56
            ],
            [
              -76.43,
              32.56
            ],
            [
              -76.44,
              32.56
            ],
            [
              -76.45,
              32.56
            ],
            [
              -76.46,
              32.56
            ],
            [
              -76.47,
              32.56
            ],
            [
              -76.48,
              32.56
            ],
            [
              -76.49,
              32.56
            ],
            [
              -76.5,
              32.56
            ],
            [
              -76.51,
              32.56
            ],
            [
              -76.5,
              32.57
            ],
            [
              -76.5,
              32.58
            ],
            [
              -76.5,
              32.59
            ],
            [
              -76.5,
              32.6
            ],
            [
              -76.49,
              32.61
            ],
            [
              -76.48,
              32.61
            ],
            [
              -76.47,
              32.61
            ],
            [
              -76.46,
              32.62
            ],
            [
              -76.47,
              32.63
            ],
            [
              -76.48,
              32.63
            ],
            [
              -76.49,
              32.63
            ],
            [
              -76.5,
              32.64
            ],
            [
              -76.51,
              32.64
            ],
            [
              -76.52,
              32.64
            ],
            [
              -76.53,
              32.64
            ],
            [
              -76.54,
              32.64
            ],
            [
              -76.55,
              32.64
            ],
            [
              -76.56,
              32.64
            ],
            [
              -76.57,
              32.65
            ],
            [
              -76.58,
              32.65
            ],
            [
              -76.57,
              32.65
            ],
            [
              -76.56,
              32.66
            ],
            [
              -76.56,
              32.67
            ],
            [
              -76.55,
              32.67
            ],
            [
              -76.54,
              32.67
            ],
            [
              -76.53,
              32.67
            ],
            [
              -76.52,
              32.66
            ],
            [
              -76.51,
              32.65
            ],
            [
              -76.5,
              32.64
            ],
            [
              -76.49,
              32.64
            ],
            [
              -76.48,
              32.64
            ],
            [
              -76.47,
              32.64
            ],
            [
              -76.47,
              32.63
            ],
            [
              -76.46,
              32.62
            ],
            [
              -76.45,
              32.61
            ],
            [
              -76.44,
              32.61
            ],
            [
              -76.43,
              32.61
            ],
            [
              -76.42,
              32.61
            ],
            [
              -76.41,
              32.61
            ],
            [
              -76.4,
              32.61
            ],
            [
              -76.39,
              32.61
            ],
            [
              -76.38,
              32.62
            ],
            [
              -76.37,
              32.62
            ],
            [
              -76.36,
              32.63
            ],
            [
              -76.36,
              32.64
            ],
            [
              -76.37,
              32.65
            ],
            [
              -76.38,
              32.65
            ],
            [
              -76.38,
              32.66
            ],
            [
              -76.37,
              32.66
            ],
            [
              -76.36,
              32.67
            ],
            [
              -76.35,
              32.67
            ],
            [
              -76.34,
              32.67
            ],
            [
              -76.33,
              32.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0445,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bd64d739dfcf34cf1e0eb8c4e4a96f4d5271628d036ffb26a37899fac7f9cff"
      },
      "receipt_sha256": "4bd64d739dfcf34cf1e0eb8c4e4a96f4d5271628d036ffb26a37899fac7f9cff"
    },
    {
      "storm_id": "928835",
      "lat": 32.7043,
      "lon": -76.8929,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2575.0,
      "ebshear": 12.0,
      "srh01": 12.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1621
        },
        {
          "name": "alignment",
          "value": 0.2685
        },
        {
          "name": "tau",
          "value": 3.1803
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 3.1802663803100586,
      "coherence_diagnostics": {
        "tau": 3.1802663803100586,
        "grad_tau": 0.14493782818317413,
        "torsion": 0.0,
        "alignment": 0.2684691548347473,
        "S_field": 1.7487822771072388,
        "Gamma_field": 0.19760660827159882,
        "S_over_Gamma": 8.84981632232666,
        "Da": 11.94599437713623,
        "E_coh": 0.9720074534416199,
        "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": [
          [
            [
              -76.92,
              32.74
            ],
            [
              -76.86,
              32.74
            ],
            [
              -76.88,
              32.72
            ],
            [
              -76.88,
              32.67
            ],
            [
              -76.87,
              32.66
            ],
            [
              -76.92,
              32.66
            ],
            [
              -76.92,
              32.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0445,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bd64d739dfcf34cf1e0eb8c4e4a96f4d5271628d036ffb26a37899fac7f9cff"
      },
      "receipt_sha256": "4bd64d739dfcf34cf1e0eb8c4e4a96f4d5271628d036ffb26a37899fac7f9cff"
    },
    {
      "storm_id": "928830",
      "lat": 38.83,
      "lon": -91.955,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1118.0,
      "ebshear": 18.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1621
        },
        {
          "name": "alignment",
          "value": -0.5255
        },
        {
          "name": "tau",
          "value": 1.0127
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0444
      },
      "coherence_score": 1.0126876831054688,
      "coherence_diagnostics": {
        "tau": 1.0126876831054688,
        "grad_tau": 0.12686936557292938,
        "torsion": 0.0,
        "alignment": -0.5254585146903992,
        "S_field": 0.22680628299713135,
        "Gamma_field": 0.3292732834815979,
        "S_over_Gamma": 0.6888086199760437,
        "Da": 19.652311325073242,
        "E_coh": 0.899580180644989,
        "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": [
          [
            [
              -91.97,
              38.85
            ],
            [
              -91.94,
              38.85
            ],
            [
              -91.92,
              38.84
            ],
            [
              -91.91,
              38.8
            ],
            [
              -91.97,
              38.8
            ],
            [
              -91.98,
              38.81
            ],
            [
              -91.98,
              38.84
            ],
            [
              -91.97,
              38.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0444,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0444,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74d056b123f6a9d25f5ba7d7327e807135b3b9fceaa05dff472f0510d043abcb"
      },
      "receipt_sha256": "74d056b123f6a9d25f5ba7d7327e807135b3b9fceaa05dff472f0510d043abcb"
    },
    {
      "storm_id": "928743",
      "lat": 36.07,
      "lon": -90.2055,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1533.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2871
        },
        {
          "name": "alignment",
          "value": -0.5468
        },
        {
          "name": "tau",
          "value": 1.5464
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 1.5464404821395874,
      "coherence_diagnostics": {
        "tau": 1.5464404821395874,
        "grad_tau": 0.16659685969352722,
        "torsion": 0.0,
        "alignment": -0.5467938184738159,
        "S_field": 0.42479851841926575,
        "Gamma_field": 0.2109399437904358,
        "S_over_Gamma": 2.01383638381958,
        "Da": 12.617207527160645,
        "E_coh": 0.9453497529029846,
        "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": [
          [
            [
              -90.22,
              36.1
            ],
            [
              -90.2,
              36.1
            ],
            [
              -90.2,
              36.09
            ],
            [
              -90.18,
              36.07
            ],
            [
              -90.19,
              36.06
            ],
            [
              -90.18,
              36.05
            ],
            [
              -90.19,
              36.02
            ],
            [
              -90.23,
              36.03
            ],
            [
              -90.23,
              36.07
            ],
            [
              -90.22,
              36.08
            ],
            [
              -90.22,
              36.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0442,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1ec3592abfec9b6609060b9775590df5277a052184b35f44d35c4f8bab4bc27"
      },
      "receipt_sha256": "d1ec3592abfec9b6609060b9775590df5277a052184b35f44d35c4f8bab4bc27"
    },
    {
      "storm_id": "928661",
      "lat": 24.2748,
      "lon": -98.0798,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1337.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2871
        },
        {
          "name": "alignment",
          "value": 5.3368
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0441
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.34450721740722656,
        "torsion": 0.0,
        "alignment": 5.336797714233398,
        "S_field": 0.058072302490472794,
        "Gamma_field": 0.2809399664402008,
        "S_over_Gamma": 0.206707164645195,
        "Da": 17.522531509399414,
        "E_coh": 0.7522042989730835,
        "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": [
          [
            [
              -98.14,
              24.34
            ],
            [
              -98.13,
              24.34
            ],
            [
              -98.12,
              24.34
            ],
            [
              -98.11,
              24.34
            ],
            [
              -98.1,
              24.34
            ],
            [
              -98.09,
              24.34
            ],
            [
              -98.08,
              24.34
            ],
            [
              -98.07,
              24.34
            ],
            [
              -98.06,
              24.34
            ],
            [
              -98.05,
              24.33
            ],
            [
              -98.04,
              24.33
            ],
            [
              -98.03,
              24.33
            ],
            [
              -98.03,
              24.32
            ],
            [
              -98.03,
              24.31
            ],
            [
              -98.04,
              24.3
            ],
            [
              -98.03,
              24.29
            ],
            [
              -98.03,
              24.28
            ],
            [
              -98.03,
              24.27
            ],
            [
              -98.04,
              24.27
            ],
            [
              -98.05,
              24.26
            ],
            [
              -98.05,
              24.25
            ],
            [
              -98.06,
              24.24
            ],
            [
              -98.06,
              24.23
            ],
            [
              -98.05,
              24.22
            ],
            [
              -98.05,
              24.21
            ],
            [
              -98.06,
              24.21
            ],
            [
              -98.07,
              24.21
            ],
            [
              -98.08,
              24.21
            ],
            [
              -98.09,
              24.21
            ],
            [
              -98.1,
              24.21
            ],
            [
              -98.11,
              24.21
            ],
            [
              -98.11,
              24.22
            ],
            [
              -98.1,
              24.23
            ],
            [
              -98.09,
              24.22
            ],
            [
              -98.08,
              24.22
            ],
            [
              -98.07,
              24.22
            ],
            [
              -98.06,
              24.23
            ],
            [
              -98.06,
              24.24
            ],
            [
              -98.07,
              24.25
            ],
            [
              -98.08,
              24.25
            ],
            [
              -98.09,
              24.25
            ],
            [
              -98.1,
              24.25
            ],
            [
              -98.11,
              24.25
            ],
            [
              -98.11,
              24.26
            ],
            [
              -98.11,
              24.27
            ],
            [
              -98.11,
              24.28
            ],
            [
              -98.11,
              24.29
            ],
            [
              -98.11,
              24.3
            ],
            [
              -98.11,
              24.31
            ],
            [
              -98.12,
              24.32
            ],
            [
              -98.13,
              24.33
            ],
            [
              -98.14,
              24.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0441,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0441,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e0d12e2336048c3c70fa87149a2c564413fe21d520efe50077a3823d776479a"
      },
      "receipt_sha256": "0e0d12e2336048c3c70fa87149a2c564413fe21d520efe50077a3823d776479a"
    },
    {
      "storm_id": "928728",
      "lat": 47.7122,
      "lon": -122.045,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 134.0,
      "ebshear": 42.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5371
        },
        {
          "name": "alignment",
          "value": -0.3358
        },
        {
          "name": "tau",
          "value": 0.3663
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.36632686853408813,
      "coherence_diagnostics": {
        "tau": 0.36632686853408813,
        "grad_tau": 0.12976397573947906,
        "torsion": 0.0,
        "alignment": -0.3357759714126587,
        "S_field": 0.13919806480407715,
        "Gamma_field": 0.16843993961811066,
        "S_over_Gamma": 0.8263958096504211,
        "Da": 11.25859546661377,
        "E_coh": 0.034117843955755234,
        "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": [
          [
            [
              -122.02,
              47.77
            ],
            [
              -121.98,
              47.77
            ],
            [
              -121.97,
              47.76
            ],
            [
              -121.97,
              47.72
            ],
            [
              -121.99,
              47.7
            ],
            [
              -122.01,
              47.7
            ],
            [
              -122.04,
              47.68
            ],
            [
              -122.06,
              47.68
            ],
            [
              -122.08,
              47.64
            ],
            [
              -122.11,
              47.64
            ],
            [
              -122.12,
              47.65
            ],
            [
              -122.12,
              47.71
            ],
            [
              -122.1,
              47.72
            ],
            [
              -122.09,
              47.71
            ],
            [
              -122.05,
              47.72
            ],
            [
              -122.04,
              47.73
            ],
            [
              -122.04,
              47.75
            ],
            [
              -122.02,
              47.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0439,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df9ee3f311ce5ba656e937b4414c43725fa8e0b88cdbec353bae10ebcf37cce7"
      },
      "receipt_sha256": "df9ee3f311ce5ba656e937b4414c43725fa8e0b88cdbec353bae10ebcf37cce7"
    },
    {
      "storm_id": "928613",
      "lat": 37.9762,
      "lon": -95.8146,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1634.0,
      "ebshear": 5.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9121
        },
        {
          "name": "alignment",
          "value": -1.0903
        },
        {
          "name": "tau",
          "value": 0.6943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0431
      },
      "coherence_score": 0.6943367719650269,
      "coherence_diagnostics": {
        "tau": 0.6943367719650269,
        "grad_tau": 0.1892046183347702,
        "torsion": 0.0,
        "alignment": -1.0903432369232178,
        "S_field": 0.3643380105495453,
        "Gamma_field": 0.2901066243648529,
        "S_over_Gamma": 1.2558761835098267,
        "Da": 17.09971046447754,
        "E_coh": 0.969487190246582,
        "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": [
          [
            [
              -95.86,
              38.03
            ],
            [
              -95.72,
              38.03
            ],
            [
              -95.71,
              38.01
            ],
            [
              -95.72,
              37.95
            ],
            [
              -95.75,
              37.93
            ],
            [
              -95.78,
              37.93
            ],
            [
              -95.82,
              37.95
            ],
            [
              -95.83,
              37.94
            ],
            [
              -95.87,
              37.94
            ],
            [
              -95.89,
              37.95
            ],
            [
              -95.88,
              37.99
            ],
            [
              -95.9,
              38.01
            ],
            [
              -95.86,
              38.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0431,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0431,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07901174dde91385ea84f53b610e52f3eaa4e3ed54d38ecc72e9ac4fb6c50ab9"
      },
      "receipt_sha256": "07901174dde91385ea84f53b610e52f3eaa4e3ed54d38ecc72e9ac4fb6c50ab9"
    },
    {
      "storm_id": "928721",
      "lat": 31.2361,
      "lon": -108.8161,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 724.0,
      "ebshear": 15.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.55,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6621
        },
        {
          "name": "alignment",
          "value": -3.3296
        },
        {
          "name": "tau",
          "value": 0.4584
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0431
      },
      "coherence_score": 0.45836931467056274,
      "coherence_diagnostics": {
        "tau": 0.45836931467056274,
        "grad_tau": 0.10045250505208969,
        "torsion": 0.0,
        "alignment": -3.3295693397521973,
        "S_field": 0.4320143759250641,
        "Gamma_field": 0.4842732846736908,
        "S_over_Gamma": 0.892087996006012,
        "Da": 29.299335479736328,
        "E_coh": 0.9389886260032654,
        "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": [
          [
            [
              -108.8,
              31.31
            ],
            [
              -108.78,
              31.3
            ],
            [
              -108.74,
              31.3
            ],
            [
              -108.72,
              31.28
            ],
            [
              -108.72,
              31.26
            ],
            [
              -108.73,
              31.25
            ],
            [
              -108.72,
              31.23
            ],
            [
              -108.75,
              31.19
            ],
            [
              -108.77,
              31.2
            ],
            [
              -108.81,
              31.15
            ],
            [
              -108.84,
              31.15
            ],
            [
              -108.87,
              31.13
            ],
            [
              -108.88,
              31.14
            ],
            [
              -108.88,
              31.17
            ],
            [
              -108.9,
              31.21
            ],
            [
              -108.9,
              31.26
            ],
            [
              -108.91,
              31.27
            ],
            [
              -108.87,
              31.27
            ],
            [
              -108.87,
              31.26
            ],
            [
              -108.85,
              31.24
            ],
            [
              -108.83,
              31.26
            ],
            [
              -108.83,
              31.29
            ],
            [
              -108.8,
              31.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0431,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0431,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07901174dde91385ea84f53b610e52f3eaa4e3ed54d38ecc72e9ac4fb6c50ab9"
      },
      "receipt_sha256": "07901174dde91385ea84f53b610e52f3eaa4e3ed54d38ecc72e9ac4fb6c50ab9"
    },
    {
      "storm_id": "928538",
      "lat": 44.4536,
      "lon": -95.4593,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 868.0,
      "ebshear": 18.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1621
        },
        {
          "name": "alignment",
          "value": 2.9447
        },
        {
          "name": "tau",
          "value": 0.6069
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 0.6068500876426697,
      "coherence_diagnostics": {
        "tau": 0.6068500876426697,
        "grad_tau": 0.1360800415277481,
        "torsion": 0.0,
        "alignment": 2.9446897506713867,
        "S_field": 0.27755478024482727,
        "Gamma_field": 0.7851065993309021,
        "S_over_Gamma": 0.35352495312690735,
        "Da": 51.61638641357422,
        "E_coh": 0.4300898611545563,
        "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": [
          [
            [
              -95.47,
              44.5
            ],
            [
              -95.46,
              44.49
            ],
            [
              -95.41,
              44.5
            ],
            [
              -95.42,
              44.46
            ],
            [
              -95.4,
              44.44
            ],
            [
              -95.4,
              44.43
            ],
            [
              -95.43,
              44.4
            ],
            [
              -95.42,
              44.39
            ],
            [
              -95.52,
              44.39
            ],
            [
              -95.53,
              44.4
            ],
            [
              -95.52,
              44.47
            ],
            [
              -95.5,
              44.49
            ],
            [
              -95.48,
              44.49
            ],
            [
              -95.47,
              44.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0429,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "722da97f0132f2c0ea181d90f2841611d5f2657b46ba988cc2cb8d7a09694767"
      },
      "receipt_sha256": "722da97f0132f2c0ea181d90f2841611d5f2657b46ba988cc2cb8d7a09694767"
    },
    {
      "storm_id": "928547",
      "lat": 37.5733,
      "lon": -95.9542,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1064.0,
      "ebshear": 5.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4121
        },
        {
          "name": "alignment",
          "value": -0.3603
        },
        {
          "name": "tau",
          "value": 0.5004
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.5004375576972961,
      "coherence_diagnostics": {
        "tau": 0.5004375576972961,
        "grad_tau": 0.1388496309518814,
        "torsion": 0.0,
        "alignment": -0.3602568805217743,
        "S_field": 0.15495680272579193,
        "Gamma_field": 0.42343994975090027,
        "S_over_Gamma": 0.36594751477241516,
        "Da": 25.402156829833984,
        "E_coh": 0.8541694283485413,
        "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": [
          [
            [
              -95.95,
              37.62
            ],
            [
              -95.93,
              37.61
            ],
            [
              -95.91,
              37.58
            ],
            [
              -95.92,
              37.57
            ],
            [
              -95.92,
              37.53
            ],
            [
              -95.94,
              37.51
            ],
            [
              -95.99,
              37.51
            ],
            [
              -96.0,
              37.52
            ],
            [
              -96.0,
              37.59
            ],
            [
              -95.98,
              37.61
            ],
            [
              -95.96,
              37.61
            ],
            [
              -95.95,
              37.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0428,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87608ec25964ffe8085d1b1ac68fa4aaea1dc9e116bf890a1c19f839de980e3b"
      },
      "receipt_sha256": "87608ec25964ffe8085d1b1ac68fa4aaea1dc9e116bf890a1c19f839de980e3b"
    },
    {
      "storm_id": "928742",
      "lat": 37.2382,
      "lon": -95.7327,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1121.0,
      "ebshear": 6.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5371
        },
        {
          "name": "alignment",
          "value": 0.1623
        },
        {
          "name": "tau",
          "value": 0.65
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.6500272750854492,
      "coherence_diagnostics": {
        "tau": 0.6500272750854492,
        "grad_tau": 0.17117071151733398,
        "torsion": 0.0,
        "alignment": 0.16227871179580688,
        "S_field": 0.17410264909267426,
        "Gamma_field": 0.34927329421043396,
        "S_over_Gamma": 0.49847111105918884,
        "Da": 21.049314498901367,
        "E_coh": 0.9362964630126953,
        "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": [
          [
            [
              -95.77,
              37.29
            ],
            [
              -95.69,
              37.29
            ],
            [
              -95.68,
              37.26
            ],
            [
              -95.7,
              37.23
            ],
            [
              -95.7,
              37.2
            ],
            [
              -95.71,
              37.19
            ],
            [
              -95.72,
              37.2
            ],
            [
              -95.76,
              37.2
            ],
            [
              -95.78,
              37.19
            ],
            [
              -95.78,
              37.28
            ],
            [
              -95.77,
              37.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0428,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87608ec25964ffe8085d1b1ac68fa4aaea1dc9e116bf890a1c19f839de980e3b"
      },
      "receipt_sha256": "87608ec25964ffe8085d1b1ac68fa4aaea1dc9e116bf890a1c19f839de980e3b"
    },
    {
      "storm_id": "928832",
      "lat": 35.7387,
      "lon": -97.4387,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 536.0,
      "ebshear": 3.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9121
        },
        {
          "name": "alignment",
          "value": -0.0297
        },
        {
          "name": "tau",
          "value": 0.5338
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.5338123440742493,
      "coherence_diagnostics": {
        "tau": 0.5338123440742493,
        "grad_tau": 0.16618438065052032,
        "torsion": 0.0,
        "alignment": -0.029709160327911377,
        "S_field": 0.05918796733021736,
        "Gamma_field": 0.38343995809555054,
        "S_over_Gamma": 0.15436045825481415,
        "Da": 22.43941307067871,
        "E_coh": 0.8363140821456909,
        "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": [
          [
            [
              -97.44,
              35.79
            ],
            [
              -97.39,
              35.79
            ],
            [
              -97.39,
              35.76
            ],
            [
              -97.4,
              35.75
            ],
            [
              -97.4,
              35.73
            ],
            [
              -97.42,
              35.69
            ],
            [
              -97.43,
              35.7
            ],
            [
              -97.45,
              35.7
            ],
            [
              -97.46,
              35.69
            ],
            [
              -97.47,
              35.7
            ],
            [
              -97.46,
              35.71
            ],
            [
              -97.49,
              35.74
            ],
            [
              -97.48,
              35.77
            ],
            [
              -97.46,
              35.77
            ],
            [
              -97.44,
              35.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0428,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87608ec25964ffe8085d1b1ac68fa4aaea1dc9e116bf890a1c19f839de980e3b"
      },
      "receipt_sha256": "87608ec25964ffe8085d1b1ac68fa4aaea1dc9e116bf890a1c19f839de980e3b"
    },
    {
      "storm_id": "928779",
      "lat": 32.493,
      "lon": -102.874,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1265.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1621
        },
        {
          "name": "alignment",
          "value": 1.7327
        },
        {
          "name": "tau",
          "value": 0.6396
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 0.6395705938339233,
      "coherence_diagnostics": {
        "tau": 0.6395705938339233,
        "grad_tau": 0.177752286195755,
        "torsion": 0.0,
        "alignment": 1.7327488660812378,
        "S_field": 0.15907178819179535,
        "Gamma_field": 0.6217733025550842,
        "S_over_Gamma": 0.2558356821537018,
        "Da": 37.08255386352539,
        "E_coh": 0.5505723357200623,
        "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": [
          [
            [
              -102.92,
              32.53
            ],
            [
              -102.78,
              32.53
            ],
            [
              -102.77,
              32.49
            ],
            [
              -102.8,
              32.47
            ],
            [
              -102.88,
              32.47
            ],
            [
              -102.89,
              32.46
            ],
            [
              -102.92,
              32.46
            ],
            [
              -102.93,
              32.47
            ],
            [
              -102.93,
              32.52
            ],
            [
              -102.92,
              32.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0423,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb172691fc4a16bdf6a035a7643a12eb0e5e0a3bb542f6a2944e3172633c8f22"
      },
      "receipt_sha256": "fb172691fc4a16bdf6a035a7643a12eb0e5e0a3bb542f6a2944e3172633c8f22"
    },
    {
      "storm_id": "928708",
      "lat": 37.6378,
      "lon": -96.7433,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1134.0,
      "ebshear": 3.0,
      "srh01": 0.0,
      "maxllaz": 0.011,
      "mesh": 0.6,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4121
        },
        {
          "name": "alignment",
          "value": -0.3603
        },
        {
          "name": "tau",
          "value": 0.5004
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 0.5004375576972961,
      "coherence_diagnostics": {
        "tau": 0.5004375576972961,
        "grad_tau": 0.1388496309518814,
        "torsion": 0.0,
        "alignment": -0.3602568805217743,
        "S_field": 0.15495680272579193,
        "Gamma_field": 0.42343994975090027,
        "S_over_Gamma": 0.36594751477241516,
        "Da": 25.402156829833984,
        "E_coh": 0.8541694283485413,
        "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": [
          [
            [
              -96.73,
              37.68
            ],
            [
              -96.73,
              37.67
            ],
            [
              -96.69,
              37.64
            ],
            [
              -96.71,
              37.63
            ],
            [
              -96.74,
              37.59
            ],
            [
              -96.77,
              37.59
            ],
            [
              -96.79,
              37.61
            ],
            [
              -96.8,
              37.65
            ],
            [
              -96.73,
              37.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0422,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8adeaec26b99b16e6ecdebb5f937eb6f6a415add3815a3f32d031fbf9c94cba8",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0422,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b219b2f51b215ff03c33809817039483334e56e454b46587bae92b71a535595"
      },
      "receipt_sha256": "8b219b2f51b215ff03c33809817039483334e56e454b46587bae92b71a535595"
    },
    {
      "storm_id": "928748",
      "lat": 32.2843,
      "lon": -96.4643,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2057.0,
      "ebshear": 14.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.41,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4121
        },
        {
          "name": "alignment",
          "value": 0.8843
        },
        {
          "name": "tau",
          "value": 1.3068
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 1.3068323135375977,
      "coherence_diagnostics": {
        "tau": 1.3068323135375977,
        "grad_tau": 0.3004871904850006,
        "torsion": 0.0,
        "alignment": 0.8843032717704773,
        "S_field": 0.24771395325660706,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.2226351499557495,
        "Da": 11.38577938079834,
        "E_coh": 0.9534480571746826,
        "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": [
          [
            [
              -96.5,
              32.35
            ],
            [
              -96.45,
              32.35
            ],
            [
              -96.39,
              32.32
            ],
            [
              -96.38,
              32.26
            ],
            [
              -96.41,
              32.2
            ],
            [
              -96.45,
              32.2
            ],
            [
              -96.48,
              32.23
            ],
            [
              -96.48,
              32.26
            ],
            [
              -96.49,
              32.27
            ],
            [
              -96.51,
              32.27
            ],
            [
              -96.5,
              32.29
            ],
            [
              -96.48,
              32.3
            ],
            [
              -96.48,
              32.33
            ],
            [
              -96.5,
              32.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0421,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e22d32223c58fc8117b8d2be1909c6f43a8c183c39ff8e336ef1ccb42aa43cb4"
      },
      "receipt_sha256": "e22d32223c58fc8117b8d2be1909c6f43a8c183c39ff8e336ef1ccb42aa43cb4"
    },
    {
      "storm_id": "928523",
      "lat": 32.283,
      "lon": -103.014,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1272.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1621
        },
        {
          "name": "alignment",
          "value": 1.7327
        },
        {
          "name": "tau",
          "value": 0.6396
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0418
      },
      "coherence_score": 0.6395705938339233,
      "coherence_diagnostics": {
        "tau": 0.6395705938339233,
        "grad_tau": 0.177752286195755,
        "torsion": 0.0,
        "alignment": 1.7327488660812378,
        "S_field": 0.15907178819179535,
        "Gamma_field": 0.6217733025550842,
        "S_over_Gamma": 0.2558356821537018,
        "Da": 37.08255386352539,
        "E_coh": 0.5505723357200623,
        "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": [
          [
            [
              -103.02,
              32.32
            ],
            [
              -102.99,
              32.32
            ],
            [
              -102.98,
              32.3
            ],
            [
              -102.99,
              32.29
            ],
            [
              -102.99,
              32.26
            ],
            [
              -103.01,
              32.24
            ],
            [
              -103.04,
              32.24
            ],
            [
              -103.05,
              32.25
            ],
            [
              -103.05,
              32.29
            ],
            [
              -103.02,
              32.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0418,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "9cf58c9985a75db3c21003fbc99c1137c9c4ae1327579608534546ef661906e5",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0418,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6822970c6b13bbda669b47cad8b61fb0209ef6e0a5fc89eb1078d039882ca23d"
      },
      "receipt_sha256": "6822970c6b13bbda669b47cad8b61fb0209ef6e0a5fc89eb1078d039882ca23d"
    },
    {
      "storm_id": "928816",
      "lat": 34.2885,
      "lon": -84.1792,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1519.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.41,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0371
        },
        {
          "name": "alignment",
          "value": 4.5146
        },
        {
          "name": "tau",
          "value": 1.6753
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 1.675337791442871,
      "coherence_diagnostics": {
        "tau": 1.675337791442871,
        "grad_tau": 0.047152820974588394,
        "torsion": 0.0,
        "alignment": 4.514619827270508,
        "S_field": 0.11316060274839401,
        "Gamma_field": 0.3959399461746216,
        "S_over_Gamma": 0.2858024537563324,
        "Da": 23.817228317260742,
        "E_coh": 0.17297765612602234,
        "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": [
          [
            [
              -84.21,
              34.34
            ],
            [
              -84.17,
              34.34
            ],
            [
              -84.17,
              34.32
            ],
            [
              -84.14,
              34.3
            ],
            [
              -84.14,
              34.23
            ],
            [
              -84.16,
              34.23
            ],
            [
              -84.15,
              34.25
            ],
            [
              -84.17,
              34.27
            ],
            [
              -84.18,
              34.26
            ],
            [
              -84.19,
              34.27
            ],
            [
              -84.22,
              34.27
            ],
            [
              -84.22,
              34.33
            ],
            [
              -84.21,
              34.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0417,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef0bcfed2ea23636a8e3be48437c7c05556b69ccd8581e094ba4a4dd84f22775"
      },
      "receipt_sha256": "ef0bcfed2ea23636a8e3be48437c7c05556b69ccd8581e094ba4a4dd84f22775"
    },
    {
      "storm_id": "928357",
      "lat": 33.1464,
      "lon": -113.8209,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 724.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2871
        },
        {
          "name": "alignment",
          "value": 1.2097
        },
        {
          "name": "tau",
          "value": 0.386
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 0.3860207200050354,
      "coherence_diagnostics": {
        "tau": 0.3860207200050354,
        "grad_tau": 0.028612757101655006,
        "torsion": 0.0,
        "alignment": 1.209693193435669,
        "S_field": 0.0481267012655735,
        "Gamma_field": 0.41343995928764343,
        "S_over_Gamma": 0.11640553921461105,
        "Da": 25.368947982788086,
        "E_coh": 0.6185774207115173,
        "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": [
          [
            [
              -113.85,
              33.18
            ],
            [
              -113.8,
              33.18
            ],
            [
              -113.79,
              33.17
            ],
            [
              -113.79,
              33.15
            ],
            [
              -113.78,
              33.14
            ],
            [
              -113.78,
              33.09
            ],
            [
              -113.82,
              33.11
            ],
            [
              -113.85,
              33.11
            ],
            [
              -113.86,
              33.13
            ],
            [
              -113.86,
              33.17
            ],
            [
              -113.85,
              33.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0411,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0411,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ec66caec256256cee8d414fa07bed429ed684e7977a94cce9b4bce0cdd11804"
      },
      "receipt_sha256": "0ec66caec256256cee8d414fa07bed429ed684e7977a94cce9b4bce0cdd11804"
    },
    {
      "storm_id": "928145",
      "lat": 38.1957,
      "lon": -95.1464,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 834.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9121
        },
        {
          "name": "alignment",
          "value": -1.0903
        },
        {
          "name": "tau",
          "value": 0.6943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 0.6943367719650269,
      "coherence_diagnostics": {
        "tau": 0.6943367719650269,
        "grad_tau": 0.1892046183347702,
        "torsion": 0.0,
        "alignment": -1.0903432369232178,
        "S_field": 0.3643380105495453,
        "Gamma_field": 0.2901066243648529,
        "S_over_Gamma": 1.2558761835098267,
        "Da": 17.09971046447754,
        "E_coh": 0.969487190246582,
        "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": [
          [
            [
              -95.18,
              38.25
            ],
            [
              -95.13,
              38.25
            ],
            [
              -95.11,
              38.24
            ],
            [
              -95.1,
              38.22
            ],
            [
              -95.1,
              38.19
            ],
            [
              -95.11,
              38.18
            ],
            [
              -95.11,
              38.15
            ],
            [
              -95.12,
              38.14
            ],
            [
              -95.17,
              38.14
            ],
            [
              -95.18,
              38.15
            ],
            [
              -95.18,
              38.17
            ],
            [
              -95.19,
              38.18
            ],
            [
              -95.19,
              38.23
            ],
            [
              -95.18,
              38.25
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.041,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f49c0ee3321903bbd68d6a1f084737ebe4ce665c83a07786afafbb20bc06626"
      },
      "receipt_sha256": "3f49c0ee3321903bbd68d6a1f084737ebe4ce665c83a07786afafbb20bc06626"
    },
    {
      "storm_id": "928634",
      "lat": 39.2507,
      "lon": -88.8071,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 398.0,
      "ebshear": 13.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0371
        },
        {
          "name": "alignment",
          "value": 0.5103
        },
        {
          "name": "tau",
          "value": 1.0123
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 1.0122907161712646,
      "coherence_diagnostics": {
        "tau": 1.0122907161712646,
        "grad_tau": 0.10412046313285828,
        "torsion": 0.0,
        "alignment": 0.5102720856666565,
        "S_field": 0.05201374739408493,
        "Gamma_field": 0.3542732894420624,
        "S_over_Gamma": 0.146818146109581,
        "Da": 21.587078094482422,
        "E_coh": 0.3286505341529846,
        "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": [
          [
            [
              -88.83,
              39.31
            ],
            [
              -88.79,
              39.3
            ],
            [
              -88.78,
              39.29
            ],
            [
              -88.76,
              39.29
            ],
            [
              -88.75,
              39.27
            ],
            [
              -88.75,
              39.22
            ],
            [
              -88.77,
              39.2
            ],
            [
              -88.81,
              39.19
            ],
            [
              -88.82,
              39.18
            ],
            [
              -88.88,
              39.18
            ],
            [
              -88.85,
              39.22
            ],
            [
              -88.85,
              39.26
            ],
            [
              -88.83,
              39.29
            ],
            [
              -88.83,
              39.31
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.041,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f49c0ee3321903bbd68d6a1f084737ebe4ce665c83a07786afafbb20bc06626"
      },
      "receipt_sha256": "3f49c0ee3321903bbd68d6a1f084737ebe4ce665c83a07786afafbb20bc06626"
    },
    {
      "storm_id": "928758",
      "lat": 24.318,
      "lon": -98.364,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1026.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2871
        },
        {
          "name": "alignment",
          "value": 5.3368
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.34450721740722656,
        "torsion": 0.0,
        "alignment": 5.336797714233398,
        "S_field": 0.058072302490472794,
        "Gamma_field": 0.2809399664402008,
        "S_over_Gamma": 0.206707164645195,
        "Da": 17.522531509399414,
        "E_coh": 0.7522042989730835,
        "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": [
          [
            [
              -98.39,
              24.36
            ],
            [
              -98.37,
              24.35
            ],
            [
              -98.32,
              24.35
            ],
            [
              -98.31,
              24.34
            ],
            [
              -98.31,
              24.27
            ],
            [
              -98.37,
              24.27
            ],
            [
              -98.38,
              24.26
            ],
            [
              -98.4,
              24.27
            ],
            [
              -98.4,
              24.35
            ],
            [
              -98.39,
              24.36
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.041,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f49c0ee3321903bbd68d6a1f084737ebe4ce665c83a07786afafbb20bc06626"
      },
      "receipt_sha256": "3f49c0ee3321903bbd68d6a1f084737ebe4ce665c83a07786afafbb20bc06626"
    },
    {
      "storm_id": "928809",
      "lat": 38.3629,
      "lon": -87.3219,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1318.0,
      "ebshear": 19.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4121
        },
        {
          "name": "alignment",
          "value": -0.2158
        },
        {
          "name": "tau",
          "value": 1.5571
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 1.5571424961090088,
      "coherence_diagnostics": {
        "tau": 1.5571424961090088,
        "grad_tau": 0.25472065806388855,
        "torsion": 0.0,
        "alignment": -0.21581719815731049,
        "S_field": 0.8697112798690796,
        "Gamma_field": 0.24260661005973816,
        "S_over_Gamma": 3.584862232208252,
        "Da": 14.70157241821289,
        "E_coh": 0.9721903204917908,
        "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": [
          [
            [
              -87.37,
              38.42
            ],
            [
              -87.34,
              38.42
            ],
            [
              -87.33,
              38.41
            ],
            [
              -87.29,
              38.41
            ],
            [
              -87.27,
              38.4
            ],
            [
              -87.26,
              38.39
            ],
            [
              -87.26,
              38.34
            ],
            [
              -87.25,
              38.33
            ],
            [
              -87.25,
              38.31
            ],
            [
              -87.26,
              38.32
            ],
            [
              -87.27,
              38.31
            ],
            [
              -87.31,
              38.31
            ],
            [
              -87.32,
              38.32
            ],
            [
              -87.35,
              38.32
            ],
            [
              -87.37,
              38.33
            ],
            [
              -87.38,
              38.34
            ],
            [
              -87.38,
              38.36
            ],
            [
              -87.37,
              38.37
            ],
            [
              -87.38,
              38.38
            ],
            [
              -87.38,
              38.41
            ],
            [
              -87.37,
              38.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0409,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0409,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b60da201768b863f02e4e628385dc9083db7acf87d3d105ef243d0dd6f41a530"
      },
      "receipt_sha256": "b60da201768b863f02e4e628385dc9083db7acf87d3d105ef243d0dd6f41a530"
    },
    {
      "storm_id": "928813",
      "lat": 35.08,
      "lon": -83.1958,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1443.0,
      "ebshear": 11.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4121
        },
        {
          "name": "alignment",
          "value": -0.1633
        },
        {
          "name": "tau",
          "value": 2.1548
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 2.1547625064849854,
      "coherence_diagnostics": {
        "tau": 2.1547625064849854,
        "grad_tau": 0.24817557632923126,
        "torsion": 0.0,
        "alignment": -0.16326725482940674,
        "S_field": 0.5387485027313232,
        "Gamma_field": 0.24427327513694763,
        "S_over_Gamma": 2.2055156230926514,
        "Da": 14.752857208251953,
        "E_coh": 0.9426344037055969,
        "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": [
          [
            [
              -83.18,
              35.13
            ],
            [
              -83.16,
              35.13
            ],
            [
              -83.16,
              35.1
            ],
            [
              -83.17,
              35.09
            ],
            [
              -83.17,
              35.04
            ],
            [
              -83.18,
              35.03
            ],
            [
              -83.22,
              35.03
            ],
            [
              -83.23,
              35.04
            ],
            [
              -83.22,
              35.06
            ],
            [
              -83.24,
              35.08
            ],
            [
              -83.24,
              35.1
            ],
            [
              -83.18,
              35.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0407,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e330c5833cc4efa1eee96df42223f1a1d684d9065aa665717aee979d3c7c981"
      },
      "receipt_sha256": "7e330c5833cc4efa1eee96df42223f1a1d684d9065aa665717aee979d3c7c981"
    },
    {
      "storm_id": "928516",
      "lat": 33.481,
      "lon": -99.309,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1510.0,
      "ebshear": 15.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0371
        },
        {
          "name": "alignment",
          "value": 0.3846
        },
        {
          "name": "tau",
          "value": 0.961
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.9610463380813599,
      "coherence_diagnostics": {
        "tau": 0.9610463380813599,
        "grad_tau": 0.18247954547405243,
        "torsion": 0.0,
        "alignment": 0.3846011161804199,
        "S_field": 0.2558656930923462,
        "Gamma_field": 0.2684399485588074,
        "S_over_Gamma": 0.9531580209732056,
        "Da": 16.636377334594727,
        "E_coh": 0.9345015287399292,
        "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": [
          [
            [
              -99.32,
              33.53
            ],
            [
              -99.28,
              33.53
            ],
            [
              -99.27,
              33.52
            ],
            [
              -99.27,
              33.46
            ],
            [
              -99.29,
              33.42
            ],
            [
              -99.31,
              33.43
            ],
            [
              -99.34,
              33.43
            ],
            [
              -99.35,
              33.45
            ],
            [
              -99.34,
              33.51
            ],
            [
              -99.32,
              33.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0405,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17c32ec235abf54be146722ed6fa07495439021eedeec00b75d655000c119043"
      },
      "receipt_sha256": "17c32ec235abf54be146722ed6fa07495439021eedeec00b75d655000c119043"
    },
    {
      "storm_id": "928722",
      "lat": 30.6555,
      "lon": -109.4855,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 667.0,
      "ebshear": 10.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9121
        },
        {
          "name": "alignment",
          "value": -1.6222
        },
        {
          "name": "tau",
          "value": 0.4583
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.4582637548446655,
      "coherence_diagnostics": {
        "tau": 0.4582637548446655,
        "grad_tau": 0.195425346493721,
        "torsion": 0.0,
        "alignment": -1.6221505403518677,
        "S_field": 0.11103679984807968,
        "Gamma_field": 0.80677330493927,
        "S_over_Gamma": 0.13763073086738586,
        "Da": 47.809783935546875,
        "E_coh": 0.7168360948562622,
        "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": [
          [
            [
              -109.5,
              30.69
            ],
            [
              -109.49,
              30.68
            ],
            [
              -109.44,
              30.68
            ],
            [
              -109.44,
              30.63
            ],
            [
              -109.45,
              30.62
            ],
            [
              -109.47,
              30.62
            ],
            [
              -109.49,
              30.64
            ],
            [
              -109.51,
              30.64
            ],
            [
              -109.52,
              30.65
            ],
            [
              -109.53,
              30.67
            ],
            [
              -109.5,
              30.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0405,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17c32ec235abf54be146722ed6fa07495439021eedeec00b75d655000c119043"
      },
      "receipt_sha256": "17c32ec235abf54be146722ed6fa07495439021eedeec00b75d655000c119043"
    },
    {
      "storm_id": "928808",
      "lat": 38.399,
      "lon": -112.375,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 462.0,
      "ebshear": 10.0,
      "srh01": 22.0,
      "maxllaz": 0.0,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6621
        },
        {
          "name": "alignment",
          "value": 5.59
        },
        {
          "name": "tau",
          "value": 0.2798
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.2798006236553192,
      "coherence_diagnostics": {
        "tau": 0.2798006236553192,
        "grad_tau": 0.018430989235639572,
        "torsion": 0.0,
        "alignment": 5.590049743652344,
        "S_field": 0.17662373185157776,
        "Gamma_field": 0.7084399461746216,
        "S_over_Gamma": 0.249313622713089,
        "Da": 46.0284309387207,
        "E_coh": 0.35828521847724915,
        "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": [
          [
            [
              -112.41,
              38.42
            ],
            [
              -112.4,
              38.41
            ],
            [
              -112.38,
              38.41
            ],
            [
              -112.37,
              38.42
            ],
            [
              -112.33,
              38.42
            ],
            [
              -112.33,
              38.37
            ],
            [
              -112.34,
              38.36
            ],
            [
              -112.37,
              38.38
            ],
            [
              -112.41,
              38.38
            ],
            [
              -112.41,
              38.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0405,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17c32ec235abf54be146722ed6fa07495439021eedeec00b75d655000c119043"
      },
      "receipt_sha256": "17c32ec235abf54be146722ed6fa07495439021eedeec00b75d655000c119043"
    },
    {
      "storm_id": "927424",
      "lat": 46.1342,
      "lon": -123.4908,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 232.0,
      "ebshear": 30.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1621
        },
        {
          "name": "alignment",
          "value": -0.3014
        },
        {
          "name": "tau",
          "value": 0.1999
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.19989629089832306,
      "coherence_diagnostics": {
        "tau": 0.19989629089832306,
        "grad_tau": 0.1692739576101303,
        "torsion": 0.0,
        "alignment": -0.30137649178504944,
        "S_field": 0.0912395790219307,
        "Gamma_field": 0.18010661005973816,
        "S_over_Gamma": 0.506586492061615,
        "Da": 10.754902839660645,
        "E_coh": 0.10665088891983032,
        "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": [
          [
            [
              -123.52,
              46.17
            ],
            [
              -123.48,
              46.17
            ],
            [
              -123.47,
              46.16
            ],
            [
              -123.47,
              46.14
            ],
            [
              -123.45,
              46.11
            ],
            [
              -123.45,
              46.09
            ],
            [
              -123.48,
              46.09
            ],
            [
              -123.5,
              46.11
            ],
            [
              -123.5,
              46.12
            ],
            [
              -123.52,
              46.13
            ],
            [
              -123.53,
              46.15
            ],
            [
              -123.52,
              46.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0403,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7912f155335b9a7f3f46df15a1aa8df7b530f6aa6ecdad69a4a4c9fcf8f0aead"
      },
      "receipt_sha256": "7912f155335b9a7f3f46df15a1aa8df7b530f6aa6ecdad69a4a4c9fcf8f0aead"
    },
    {
      "storm_id": "928690",
      "lat": 28.785,
      "lon": -82.0942,
      "motion_east": 1.5,
      "motion_south": -2.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2326.0,
      "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": 40.2871
        },
        {
          "name": "alignment",
          "value": -0.8358
        },
        {
          "name": "tau",
          "value": 2.7579
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 2.7578883171081543,
      "coherence_diagnostics": {
        "tau": 2.7578883171081543,
        "grad_tau": 0.4645427167415619,
        "torsion": 0.0,
        "alignment": -0.8358229994773865,
        "S_field": 1.080779790878296,
        "Gamma_field": 0.356773316860199,
        "S_over_Gamma": 3.029317855834961,
        "Da": 22.70067024230957,
        "E_coh": 0.9798815846443176,
        "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": [
          [
            [
              -82.17,
              28.84
            ],
            [
              -82.12,
              28.84
            ],
            [
              -82.07,
              28.8
            ],
            [
              -82.05,
              28.8
            ],
            [
              -82.04,
              28.79
            ],
            [
              -82.05,
              28.77
            ],
            [
              -82.03,
              28.73
            ],
            [
              -82.04,
              28.72
            ],
            [
              -82.07,
              28.72
            ],
            [
              -82.14,
              28.76
            ],
            [
              -82.18,
              28.81
            ],
            [
              -82.17,
              28.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0403,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7912f155335b9a7f3f46df15a1aa8df7b530f6aa6ecdad69a4a4c9fcf8f0aead"
      },
      "receipt_sha256": "7912f155335b9a7f3f46df15a1aa8df7b530f6aa6ecdad69a4a4c9fcf8f0aead"
    },
    {
      "storm_id": "928054",
      "lat": 35.6269,
      "lon": -97.3781,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 563.0,
      "ebshear": 3.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9121
        },
        {
          "name": "alignment",
          "value": -0.0297
        },
        {
          "name": "tau",
          "value": 0.5338
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 0.5338123440742493,
      "coherence_diagnostics": {
        "tau": 0.5338123440742493,
        "grad_tau": 0.16618438065052032,
        "torsion": 0.0,
        "alignment": -0.029709160327911377,
        "S_field": 0.05918796733021736,
        "Gamma_field": 0.38343995809555054,
        "S_over_Gamma": 0.15436045825481415,
        "Da": 22.43941307067871,
        "E_coh": 0.8363140821456909,
        "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": [
          [
            [
              -97.35,
              35.69
            ],
            [
              -97.32,
              35.69
            ],
            [
              -97.34,
              35.67
            ],
            [
              -97.34,
              35.59
            ],
            [
              -97.33,
              35.58
            ],
            [
              -97.33,
              35.53
            ],
            [
              -97.36,
              35.53
            ],
            [
              -97.38,
              35.55
            ],
            [
              -97.44,
              35.58
            ],
            [
              -97.46,
              35.62
            ],
            [
              -97.46,
              35.63
            ],
            [
              -97.43,
              35.66
            ],
            [
              -97.41,
              35.66
            ],
            [
              -97.39,
              35.68
            ],
            [
              -97.36,
              35.68
            ],
            [
              -97.35,
              35.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0402,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0402,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a3d2ef713868f4982eaddf95dd5b4b1b3b484bb68712628d0a4cfa3846c07c0"
      },
      "receipt_sha256": "3a3d2ef713868f4982eaddf95dd5b4b1b3b484bb68712628d0a4cfa3846c07c0"
    },
    {
      "storm_id": "928510",
      "lat": 38.0345,
      "lon": -94.8618,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 775.0,
      "ebshear": 8.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2871
        },
        {
          "name": "alignment",
          "value": 0.375
        },
        {
          "name": "tau",
          "value": 0.8736
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.873591423034668,
      "coherence_diagnostics": {
        "tau": 0.873591423034668,
        "grad_tau": 0.17532311379909515,
        "torsion": 0.0,
        "alignment": 0.3750353455543518,
        "S_field": 0.3617994487285614,
        "Gamma_field": 0.31010663509368896,
        "S_over_Gamma": 1.1666936874389648,
        "Da": 18.36874771118164,
        "E_coh": 0.9654272198677063,
        "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": [
          [
            [
              -94.87,
              38.07
            ],
            [
              -94.84,
              38.07
            ],
            [
              -94.82,
              38.05
            ],
            [
              -94.82,
              38.02
            ],
            [
              -94.84,
              38.0
            ],
            [
              -94.84,
              37.99
            ],
            [
              -94.89,
              37.99
            ],
            [
              -94.9,
              38.0
            ],
            [
              -94.91,
              38.06
            ],
            [
              -94.88,
              38.06
            ],
            [
              -94.87,
              38.07
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.04,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8077827e41383df41111e4550da23ada7333a9e7cbcb5250d1506292d7cc1dc1"
      },
      "receipt_sha256": "8077827e41383df41111e4550da23ada7333a9e7cbcb5250d1506292d7cc1dc1"
    },
    {
      "storm_id": "928100",
      "lat": 34.8933,
      "lon": -85.7411,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1505.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0371
        },
        {
          "name": "alignment",
          "value": 1.3337
        },
        {
          "name": "tau",
          "value": 1.8014
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 1.8013780117034912,
      "coherence_diagnostics": {
        "tau": 1.8013780117034912,
        "grad_tau": 0.18369418382644653,
        "torsion": 0.0,
        "alignment": 1.3337236642837524,
        "S_field": 0.3621385097503662,
        "Gamma_field": 0.24510660767555237,
        "S_over_Gamma": 1.477473497390747,
        "Da": 14.408902168273926,
        "E_coh": 0.8207706212997437,
        "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,
              34.92
            ],
            [
              -85.72,
              34.92
            ],
            [
              -85.71,
              34.91
            ],
            [
              -85.71,
              34.87
            ],
            [
              -85.72,
              34.86
            ],
            [
              -85.75,
              34.86
            ],
            [
              -85.77,
              34.87
            ],
            [
              -85.77,
              34.91
            ],
            [
              -85.76,
              34.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0399,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0399,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f526639c35c86ac52550a715ce84caf924df2dd7d5e0d6c58ca565010730915"
      },
      "receipt_sha256": "9f526639c35c86ac52550a715ce84caf924df2dd7d5e0d6c58ca565010730915"
    },
    {
      "storm_id": "928730",
      "lat": 43.9891,
      "lon": -107.1518,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 183.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2871
        },
        {
          "name": "alignment",
          "value": 6.0476
        },
        {
          "name": "tau",
          "value": 0.3753
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 0.37529146671295166,
      "coherence_diagnostics": {
        "tau": 0.37529146671295166,
        "grad_tau": 0.05917443707585335,
        "torsion": 0.0,
        "alignment": 6.047572135925293,
        "S_field": 0.3605439364910126,
        "Gamma_field": 0.8934400081634521,
        "S_over_Gamma": 0.4035457670688629,
        "Da": 54.09467697143555,
        "E_coh": 0.5383545160293579,
        "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": [
          [
            [
              -107.18,
              44.02
            ],
            [
              -107.16,
              44.02
            ],
            [
              -107.15,
              44.01
            ],
            [
              -107.11,
              44.01
            ],
            [
              -107.1,
              43.99
            ],
            [
              -107.13,
              43.95
            ],
            [
              -107.13,
              43.93
            ],
            [
              -107.17,
              43.93
            ],
            [
              -107.17,
              43.99
            ],
            [
              -107.19,
              44.01
            ],
            [
              -107.18,
              44.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0399,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0399,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f526639c35c86ac52550a715ce84caf924df2dd7d5e0d6c58ca565010730915"
      },
      "receipt_sha256": "9f526639c35c86ac52550a715ce84caf924df2dd7d5e0d6c58ca565010730915"
    },
    {
      "storm_id": "928836",
      "lat": 32.445,
      "lon": -103.3075,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1227.0,
      "ebshear": 10.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1621
        },
        {
          "name": "alignment",
          "value": 1.7327
        },
        {
          "name": "tau",
          "value": 0.6396
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 0.6395705938339233,
      "coherence_diagnostics": {
        "tau": 0.6395705938339233,
        "grad_tau": 0.177752286195755,
        "torsion": 0.0,
        "alignment": 1.7327488660812378,
        "S_field": 0.15907178819179535,
        "Gamma_field": 0.6217733025550842,
        "S_over_Gamma": 0.2558356821537018,
        "Da": 37.08255386352539,
        "E_coh": 0.5505723357200623,
        "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": [
          [
            [
              -103.31,
              32.48
            ],
            [
              -103.28,
              32.48
            ],
            [
              -103.27,
              32.47
            ],
            [
              -103.27,
              32.44
            ],
            [
              -103.28,
              32.42
            ],
            [
              -103.3,
              32.41
            ],
            [
              -103.3,
              32.4
            ],
            [
              -103.35,
              32.4
            ],
            [
              -103.35,
              32.44
            ],
            [
              -103.34,
              32.46
            ],
            [
              -103.33,
              32.46
            ],
            [
              -103.31,
              32.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0399,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0399,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f526639c35c86ac52550a715ce84caf924df2dd7d5e0d6c58ca565010730915"
      },
      "receipt_sha256": "9f526639c35c86ac52550a715ce84caf924df2dd7d5e0d6c58ca565010730915"
    },
    {
      "storm_id": "927714",
      "lat": 37.856,
      "lon": -95.024,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1265.0,
      "ebshear": 9.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7871
        },
        {
          "name": "alignment",
          "value": 0.2909
        },
        {
          "name": "tau",
          "value": 0.6573
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 0.6572566628456116,
      "coherence_diagnostics": {
        "tau": 0.6572566628456116,
        "grad_tau": 0.1840500682592392,
        "torsion": 0.0,
        "alignment": 0.2909005880355835,
        "S_field": 0.09189628809690475,
        "Gamma_field": 0.3151066303253174,
        "S_over_Gamma": 0.29163551330566406,
        "Da": 19.164222717285156,
        "E_coh": 0.7610480785369873,
        "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": [
          [
            [
              -95.04,
              37.89
            ],
            [
              -94.99,
              37.89
            ],
            [
              -94.98,
              37.88
            ],
            [
              -94.98,
              37.84
            ],
            [
              -95.01,
              37.81
            ],
            [
              -95.04,
              37.81
            ],
            [
              -95.06,
              37.83
            ],
            [
              -95.05,
              37.84
            ],
            [
              -95.05,
              37.88
            ],
            [
              -95.04,
              37.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0397,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40e68bee5c552c9b779fec65d3106641148097c53984083ddde4d6a87aa8fee2"
      },
      "receipt_sha256": "40e68bee5c552c9b779fec65d3106641148097c53984083ddde4d6a87aa8fee2"
    },
    {
      "storm_id": "928736",
      "lat": 38.5051,
      "lon": -96.2242,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1286.0,
      "ebshear": 6.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.4121
        },
        {
          "name": "alignment",
          "value": 0.4502
        },
        {
          "name": "tau",
          "value": 0.5034
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 0.5034098029136658,
      "coherence_diagnostics": {
        "tau": 0.5034098029136658,
        "grad_tau": 0.16770222783088684,
        "torsion": 0.0,
        "alignment": 0.45020580291748047,
        "S_field": 0.15909776091575623,
        "Gamma_field": 0.36093994975090027,
        "S_over_Gamma": 0.44078734517097473,
        "Da": 21.692996978759766,
        "E_coh": 0.9435378909111023,
        "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": [
          [
            [
              -96.25,
              38.56
            ],
            [
              -96.24,
              38.56
            ],
            [
              -96.23,
              38.56
            ],
            [
              -96.22,
              38.55
            ],
            [
              -96.22,
              38.54
            ],
            [
              -96.22,
              38.53
            ],
            [
              -96.22,
              38.52
            ],
            [
              -96.23,
              38.51
            ],
            [
              -96.22,
              38.5
            ],
            [
              -96.22,
              38.49
            ],
            [
              -96.21,
              38.48
            ],
            [
              -96.2,
              38.48
            ],
            [
              -96.19,
              38.48
            ],
            [
              -96.18,
              38.48
            ],
            [
              -96.17,
              38.49
            ],
            [
              -96.16,
              38.49
            ],
            [
              -96.15,
              38.49
            ],
            [
              -96.14,
              38.48
            ],
            [
              -96.14,
              38.47
            ],
            [
              -96.15,
              38.46
            ],
            [
              -96.16,
              38.46
            ],
            [
              -96.17,
              38.47
            ],
            [
              -96.18,
              38.48
            ],
            [
              -96.19,
              38.48
            ],
            [
              -96.2,
              38.48
            ],
            [
              -96.21,
              38.48
            ],
            [
              -96.22,
              38.47
            ],
            [
              -96.23,
              38.48
            ],
            [
              -96.24,
              38.48
            ],
            [
              -96.25,
              38.48
            ],
            [
              -96.26,
              38.49
            ],
            [
              -96.27,
              38.49
            ],
            [
              -96.28,
              38.5
            ],
            [
              -96.29,
              38.5
            ],
            [
              -96.29,
              38.51
            ],
            [
              -96.29,
              38.52
            ],
            [
              -96.3,
              38.53
            ],
            [
              -96.3,
              38.54
            ],
            [
              -96.29,
              38.55
            ],
            [
              -96.28,
              38.55
            ],
            [
              -96.27,
              38.55
            ],
            [
              -96.26,
              38.55
            ],
            [
              -96.25,
              38.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0397,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40e68bee5c552c9b779fec65d3106641148097c53984083ddde4d6a87aa8fee2"
      },
      "receipt_sha256": "40e68bee5c552c9b779fec65d3106641148097c53984083ddde4d6a87aa8fee2"
    },
    {
      "storm_id": "928810",
      "lat": 38.119,
      "lon": -87.593,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1225.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7871
        },
        {
          "name": "alignment",
          "value": 0.7108
        },
        {
          "name": "tau",
          "value": 1.2818
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 1.2818174362182617,
      "coherence_diagnostics": {
        "tau": 1.2818174362182617,
        "grad_tau": 0.3299640119075775,
        "torsion": 0.0,
        "alignment": 0.7108108401298523,
        "S_field": 0.12363086640834808,
        "Gamma_field": 0.40927326679229736,
        "S_over_Gamma": 0.302074134349823,
        "Da": 25.18872833251953,
        "E_coh": 0.538525402545929,
        "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": [
          [
            [
              -87.57,
              38.14
            ],
            [
              -87.54,
              38.14
            ],
            [
              -87.54,
              38.09
            ],
            [
              -87.65,
              38.09
            ],
            [
              -87.65,
              38.11
            ],
            [
              -87.64,
              38.12
            ],
            [
              -87.61,
              38.12
            ],
            [
              -87.59,
              38.11
            ],
            [
              -87.57,
              38.13
            ],
            [
              -87.57,
              38.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0397,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40e68bee5c552c9b779fec65d3106641148097c53984083ddde4d6a87aa8fee2"
      },
      "receipt_sha256": "40e68bee5c552c9b779fec65d3106641148097c53984083ddde4d6a87aa8fee2"
    },
    {
      "storm_id": "928801",
      "lat": 40.7244,
      "lon": -109.5911,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 178.0,
      "ebshear": 13.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2871
        },
        {
          "name": "alignment",
          "value": 0.3526
        },
        {
          "name": "tau",
          "value": 0.1988
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.19882282614707947,
      "coherence_diagnostics": {
        "tau": 0.19882282614707947,
        "grad_tau": 0.03371376171708107,
        "torsion": 0.0,
        "alignment": 0.35261785984039307,
        "S_field": 0.07326970994472504,
        "Gamma_field": 0.26093995571136475,
        "S_over_Gamma": 0.2807914614677429,
        "Da": 16.382076263427734,
        "E_coh": 0.5504499673843384,
        "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": [
          [
            [
              -109.61,
              40.76
            ],
            [
              -109.57,
              40.76
            ],
            [
              -109.56,
              40.75
            ],
            [
              -109.56,
              40.7
            ],
            [
              -109.57,
              40.69
            ],
            [
              -109.61,
              40.69
            ],
            [
              -109.62,
              40.7
            ],
            [
              -109.61,
              40.71
            ],
            [
              -109.61,
              40.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0396,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1af42207d9af1f323aa3a540d84f6033737e9013399046706f7a0e44c9fbc2e7"
      },
      "receipt_sha256": "1af42207d9af1f323aa3a540d84f6033737e9013399046706f7a0e44c9fbc2e7"
    },
    {
      "storm_id": "928713",
      "lat": 33.0429,
      "lon": -114.8386,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 478.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.0371
        },
        {
          "name": "alignment",
          "value": 3.6179
        },
        {
          "name": "tau",
          "value": 0.4516
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 0.4515511393547058,
      "coherence_diagnostics": {
        "tau": 0.4515511393547058,
        "grad_tau": 0.06625436991453171,
        "torsion": 0.0,
        "alignment": 3.6178762912750244,
        "S_field": 0.07692065834999084,
        "Gamma_field": 0.15677326917648315,
        "S_over_Gamma": 0.4906490743160248,
        "Da": 9.229532241821289,
        "E_coh": 0.3946775794029236,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.9,
              33.09
            ],
            [
              -114.8,
              33.08
            ],
            [
              -114.79,
              33.06
            ],
            [
              -114.8,
              33.06
            ],
            [
              -114.82,
              33.04
            ],
            [
              -114.82,
              33.02
            ],
            [
              -114.81,
              33.01
            ],
            [
              -114.82,
              33.0
            ],
            [
              -114.83,
              33.01
            ],
            [
              -114.85,
              33.01
            ],
            [
              -114.85,
              33.03
            ],
            [
              -114.87,
              33.05
            ],
            [
              -114.88,
              33.05
            ],
            [
              -114.9,
              33.09
            ]
          ]
        ]
      },
      "raw_probability": 0.039,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.039,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3aacb74ded88abd7060e12905563caf499f0bf89e7018a97ed6174d0b4375732"
      },
      "receipt_sha256": "3aacb74ded88abd7060e12905563caf499f0bf89e7018a97ed6174d0b4375732"
    },
    {
      "storm_id": "928740",
      "lat": 38.0557,
      "lon": -112.2607,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 425.0,
      "ebshear": 9.0,
      "srh01": 12.0,
      "maxllaz": 0.014,
      "mesh": 0.36,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6621
        },
        {
          "name": "alignment",
          "value": 5.59
        },
        {
          "name": "tau",
          "value": 0.2798
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0388
      },
      "coherence_score": 0.2798006236553192,
      "coherence_diagnostics": {
        "tau": 0.2798006236553192,
        "grad_tau": 0.018430989235639572,
        "torsion": 0.0,
        "alignment": 5.590049743652344,
        "S_field": 0.17662373185157776,
        "Gamma_field": 0.7084399461746216,
        "S_over_Gamma": 0.249313622713089,
        "Da": 46.0284309387207,
        "E_coh": 0.35828521847724915,
        "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": [
          [
            [
              -112.31,
              38.1
            ],
            [
              -112.27,
              38.1
            ],
            [
              -112.26,
              38.09
            ],
            [
              -112.2,
              38.09
            ],
            [
              -112.2,
              38.07
            ],
            [
              -112.21,
              38.06
            ],
            [
              -112.21,
              38.02
            ],
            [
              -112.22,
              38.01
            ],
            [
              -112.27,
              38.01
            ],
            [
              -112.28,
              38.0
            ],
            [
              -112.3,
              38.0
            ],
            [
              -112.3,
              38.06
            ],
            [
              -112.31,
              38.07
            ],
            [
              -112.31,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0388,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4a26c5df962ceafa9a26d7727603f2aa8befb99c8b8ceaac13116b75822611dd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0388,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d072629286af86acd52e023ef57b2b4951b86f20d453cf8a742bbf0be270e23"
      },
      "receipt_sha256": "0d072629286af86acd52e023ef57b2b4951b86f20d453cf8a742bbf0be270e23"
    },
    {
      "storm_id": "928325",
      "lat": 32.244,
      "lon": -84.175,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2089.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9121
        },
        {
          "name": "alignment",
          "value": 4.3095
        },
        {
          "name": "tau",
          "value": 2.1145
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 2.114549160003662,
      "coherence_diagnostics": {
        "tau": 2.114549160003662,
        "grad_tau": 0.142239049077034,
        "torsion": 0.0,
        "alignment": 4.3095293045043945,
        "S_field": 0.8172638416290283,
        "Gamma_field": 0.25593996047973633,
        "S_over_Gamma": 3.193185806274414,
        "Da": 15.107912063598633,
        "E_coh": 0.8794273734092712,
        "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,
              32.28
            ],
            [
              -84.18,
              32.28
            ],
            [
              -84.17,
              32.27
            ],
            [
              -84.15,
              32.27
            ],
            [
              -84.13,
              32.25
            ],
            [
              -84.13,
              32.2
            ],
            [
              -84.14,
              32.19
            ],
            [
              -84.19,
              32.19
            ],
            [
              -84.22,
              32.23
            ],
            [
              -84.22,
              32.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0385,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa0c5ed373e7388731c636e1ce2d9b3b26df5006e3b61e9996f10c85d3e4abd4"
      },
      "receipt_sha256": "aa0c5ed373e7388731c636e1ce2d9b3b26df5006e3b61e9996f10c85d3e4abd4"
    },
    {
      "storm_id": "928679",
      "lat": 32.47,
      "lon": -103.1112,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1293.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1621
        },
        {
          "name": "alignment",
          "value": 1.7327
        },
        {
          "name": "tau",
          "value": 0.6396
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 0.6395705938339233,
      "coherence_diagnostics": {
        "tau": 0.6395705938339233,
        "grad_tau": 0.177752286195755,
        "torsion": 0.0,
        "alignment": 1.7327488660812378,
        "S_field": 0.15907178819179535,
        "Gamma_field": 0.6217733025550842,
        "S_over_Gamma": 0.2558356821537018,
        "Da": 37.08255386352539,
        "E_coh": 0.5505723357200623,
        "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": [
          [
            [
              -103.13,
              32.5
            ],
            [
              -103.09,
              32.5
            ],
            [
              -103.08,
              32.49
            ],
            [
              -103.07,
              32.44
            ],
            [
              -103.09,
              32.42
            ],
            [
              -103.15,
              32.42
            ],
            [
              -103.15,
              32.49
            ],
            [
              -103.13,
              32.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0385,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa0c5ed373e7388731c636e1ce2d9b3b26df5006e3b61e9996f10c85d3e4abd4"
      },
      "receipt_sha256": "aa0c5ed373e7388731c636e1ce2d9b3b26df5006e3b61e9996f10c85d3e4abd4"
    },
    {
      "storm_id": "928807",
      "lat": 38.4146,
      "lon": -87.5723,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 976.0,
      "ebshear": 18.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7871
        },
        {
          "name": "alignment",
          "value": 0.7108
        },
        {
          "name": "tau",
          "value": 1.2818
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 1.2818174362182617,
      "coherence_diagnostics": {
        "tau": 1.2818174362182617,
        "grad_tau": 0.3299640119075775,
        "torsion": 0.0,
        "alignment": 0.7108108401298523,
        "S_field": 0.12363086640834808,
        "Gamma_field": 0.40927326679229736,
        "S_over_Gamma": 0.302074134349823,
        "Da": 25.18872833251953,
        "E_coh": 0.538525402545929,
        "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": [
          [
            [
              -87.59,
              38.47
            ],
            [
              -87.54,
              38.47
            ],
            [
              -87.53,
              38.46
            ],
            [
              -87.53,
              38.4
            ],
            [
              -87.54,
              38.39
            ],
            [
              -87.56,
              38.39
            ],
            [
              -87.58,
              38.37
            ],
            [
              -87.6,
              38.37
            ],
            [
              -87.59,
              38.38
            ],
            [
              -87.6,
              38.39
            ],
            [
              -87.6,
              38.41
            ],
            [
              -87.59,
              38.42
            ],
            [
              -87.59,
              38.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0383,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5eac0bb0ee0eef79bafec6e19c9fe3c1c030641c838444cc5f21ff26a70de6d0"
      },
      "receipt_sha256": "5eac0bb0ee0eef79bafec6e19c9fe3c1c030641c838444cc5f21ff26a70de6d0"
    },
    {
      "storm_id": "928831",
      "lat": 35.8383,
      "lon": -105.6867,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 150.0,
      "ebshear": 8.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4121
        },
        {
          "name": "alignment",
          "value": -1.7511
        },
        {
          "name": "tau",
          "value": 0.2204
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 0.2203848659992218,
      "coherence_diagnostics": {
        "tau": 0.2203848659992218,
        "grad_tau": 0.037351060658693314,
        "torsion": 0.0,
        "alignment": -1.7511178255081177,
        "S_field": 0.09715792536735535,
        "Gamma_field": 0.5617733001708984,
        "S_over_Gamma": 0.17294862866401672,
        "Da": 33.60582733154297,
        "E_coh": 0.2760726809501648,
        "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": [
          [
            [
              -105.71,
              35.87
            ],
            [
              -105.69,
              35.86
            ],
            [
              -105.66,
              35.86
            ],
            [
              -105.65,
              35.85
            ],
            [
              -105.65,
              35.82
            ],
            [
              -105.66,
              35.8
            ],
            [
              -105.67,
              35.81
            ],
            [
              -105.7,
              35.81
            ],
            [
              -105.71,
              35.82
            ],
            [
              -105.71,
              35.84
            ],
            [
              -105.72,
              35.85
            ],
            [
              -105.71,
              35.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0382,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0382,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0282a491fd9571f21582341f9cead6b8236a45ff6d50b8586fa69fde1908062"
      },
      "receipt_sha256": "f0282a491fd9571f21582341f9cead6b8236a45ff6d50b8586fa69fde1908062"
    },
    {
      "storm_id": "928372",
      "lat": 28.7774,
      "lon": -81.8326,
      "motion_east": 1.5,
      "motion_south": -2.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1702.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.53,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2871
        },
        {
          "name": "alignment",
          "value": -0.8358
        },
        {
          "name": "tau",
          "value": 2.7579
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0379
      },
      "coherence_score": 2.7578883171081543,
      "coherence_diagnostics": {
        "tau": 2.7578883171081543,
        "grad_tau": 0.4645427167415619,
        "torsion": 0.0,
        "alignment": -0.8358229994773865,
        "S_field": 1.080779790878296,
        "Gamma_field": 0.356773316860199,
        "S_over_Gamma": 3.029317855834961,
        "Da": 22.70067024230957,
        "E_coh": 0.9798815846443176,
        "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": [
          [
            [
              -81.89,
              28.9
            ],
            [
              -81.84,
              28.9
            ],
            [
              -81.82,
              28.88
            ],
            [
              -81.82,
              28.84
            ],
            [
              -81.83,
              28.83
            ],
            [
              -81.83,
              28.8
            ],
            [
              -81.84,
              28.78
            ],
            [
              -81.81,
              28.75
            ],
            [
              -81.78,
              28.75
            ],
            [
              -81.76,
              28.73
            ],
            [
              -81.74,
              28.69
            ],
            [
              -81.75,
              28.68
            ],
            [
              -81.74,
              28.67
            ],
            [
              -81.76,
              28.65
            ],
            [
              -81.8,
              28.66
            ],
            [
              -81.83,
              28.69
            ],
            [
              -81.86,
              28.75
            ],
            [
              -81.9,
              28.78
            ],
            [
              -81.91,
              28.78
            ],
            [
              -81.91,
              28.8
            ],
            [
              -81.92,
              28.81
            ],
            [
              -81.92,
              28.86
            ],
            [
              -81.89,
              28.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0379,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "def19ff88083ed1ea579e9d8f44880bfc5a7373e1d0f16f875a4e103da851287",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0379,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4022b71277d1de773589d0c51a2ae3a672eb26f618036cdaee89aeb2d038afe"
      },
      "receipt_sha256": "a4022b71277d1de773589d0c51a2ae3a672eb26f618036cdaee89aeb2d038afe"
    },
    {
      "storm_id": "928704",
      "lat": 38.2508,
      "lon": -112.4269,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 368.0,
      "ebshear": 10.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6621
        },
        {
          "name": "alignment",
          "value": 5.59
        },
        {
          "name": "tau",
          "value": 0.2798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0376
      },
      "coherence_score": 0.2798006236553192,
      "coherence_diagnostics": {
        "tau": 0.2798006236553192,
        "grad_tau": 0.018430989235639572,
        "torsion": 0.0,
        "alignment": 5.590049743652344,
        "S_field": 0.17662373185157776,
        "Gamma_field": 0.7084399461746216,
        "S_over_Gamma": 0.249313622713089,
        "Da": 46.0284309387207,
        "E_coh": 0.35828521847724915,
        "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": [
          [
            [
              -112.45,
              38.29
            ],
            [
              -112.41,
              38.29
            ],
            [
              -112.39,
              38.28
            ],
            [
              -112.38,
              38.25
            ],
            [
              -112.34,
              38.21
            ],
            [
              -112.34,
              38.2
            ],
            [
              -112.48,
              38.2
            ],
            [
              -112.48,
              38.21
            ],
            [
              -112.46,
              38.23
            ],
            [
              -112.46,
              38.26
            ],
            [
              -112.45,
              38.27
            ],
            [
              -112.46,
              38.28
            ],
            [
              -112.45,
              38.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0376,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d5f7954f0bafff9affb37f39c45759d56e4c147c8f55d9bd21a4bc31e2feaf38",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0376,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "936ad9ef8cd66db1d5dba6b7dc21baf2b94ac5008330d9420f1e0e87b40c0059"
      },
      "receipt_sha256": "936ad9ef8cd66db1d5dba6b7dc21baf2b94ac5008330d9420f1e0e87b40c0059"
    },
    {
      "storm_id": "928604",
      "lat": 40.3473,
      "lon": -111.0418,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 183.0,
      "ebshear": 12.0,
      "srh01": 17.0,
      "maxllaz": 0.0,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0371
        },
        {
          "name": "alignment",
          "value": -2.7531
        },
        {
          "name": "tau",
          "value": 0.253
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 0.2530185878276825,
      "coherence_diagnostics": {
        "tau": 0.2530185878276825,
        "grad_tau": 0.0370069295167923,
        "torsion": 0.0,
        "alignment": -2.753072500228882,
        "S_field": 0.15687239170074463,
        "Gamma_field": 0.7767733335494995,
        "S_over_Gamma": 0.20195388793945312,
        "Da": 47.689456939697266,
        "E_coh": 0.3482866883277893,
        "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": [
          [
            [
              -111.03,
              40.39
            ],
            [
              -110.99,
              40.38
            ],
            [
              -110.98,
              40.3
            ],
            [
              -111.0,
              40.29
            ],
            [
              -111.06,
              40.29
            ],
            [
              -111.08,
              40.3
            ],
            [
              -111.08,
              40.35
            ],
            [
              -111.09,
              40.37
            ],
            [
              -111.08,
              40.38
            ],
            [
              -111.04,
              40.38
            ],
            [
              -111.03,
              40.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0375,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ba9e9fa4d88792c4274a022066be2f72ee9f1f2c7436a0f099cab1226d5b609"
      },
      "receipt_sha256": "9ba9e9fa4d88792c4274a022066be2f72ee9f1f2c7436a0f099cab1226d5b609"
    },
    {
      "storm_id": "928768",
      "lat": 40.46,
      "lon": -111.0773,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 209.0,
      "ebshear": 12.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0371
        },
        {
          "name": "alignment",
          "value": -2.7531
        },
        {
          "name": "tau",
          "value": 0.253
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 0.2530185878276825,
      "coherence_diagnostics": {
        "tau": 0.2530185878276825,
        "grad_tau": 0.0370069295167923,
        "torsion": 0.0,
        "alignment": -2.753072500228882,
        "S_field": 0.15687239170074463,
        "Gamma_field": 0.7767733335494995,
        "S_over_Gamma": 0.20195388793945312,
        "Da": 47.689456939697266,
        "E_coh": 0.3482866883277893,
        "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": [
          [
            [
              -111.07,
              40.49
            ],
            [
              -111.04,
              40.49
            ],
            [
              -111.03,
              40.48
            ],
            [
              -111.02,
              40.43
            ],
            [
              -111.07,
              40.4
            ],
            [
              -111.12,
              40.41
            ],
            [
              -111.12,
              40.45
            ],
            [
              -111.11,
              40.46
            ],
            [
              -111.12,
              40.48
            ],
            [
              -111.08,
              40.48
            ],
            [
              -111.07,
              40.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0375,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ba9e9fa4d88792c4274a022066be2f72ee9f1f2c7436a0f099cab1226d5b609"
      },
      "receipt_sha256": "9ba9e9fa4d88792c4274a022066be2f72ee9f1f2c7436a0f099cab1226d5b609"
    },
    {
      "storm_id": "928475",
      "lat": 38.4293,
      "lon": -90.4707,
      "motion_east": 1.5,
      "motion_south": 0.3,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1425.0,
      "ebshear": 20.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2871
        },
        {
          "name": "alignment",
          "value": -0.216
        },
        {
          "name": "tau",
          "value": 1.1117
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 1.111651062965393,
      "coherence_diagnostics": {
        "tau": 1.111651062965393,
        "grad_tau": 0.22947125136852264,
        "torsion": 0.0,
        "alignment": -0.2160286158323288,
        "S_field": 0.08131901919841766,
        "Gamma_field": 0.3492732644081116,
        "S_over_Gamma": 0.23282349109649658,
        "Da": 21.107097625732422,
        "E_coh": 0.5337277054786682,
        "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": [
          [
            [
              -90.43,
              38.5
            ],
            [
              -90.39,
              38.5
            ],
            [
              -90.39,
              38.43
            ],
            [
              -90.41,
              38.39
            ],
            [
              -90.42,
              38.4
            ],
            [
              -90.47,
              38.4
            ],
            [
              -90.48,
              38.39
            ],
            [
              -90.5,
              38.39
            ],
            [
              -90.54,
              38.36
            ],
            [
              -90.57,
              38.38
            ],
            [
              -90.56,
              38.44
            ],
            [
              -90.5,
              38.44
            ],
            [
              -90.49,
              38.46
            ],
            [
              -90.48,
              38.46
            ],
            [
              -90.43,
              38.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0374,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d687b6170a55ddbf276b22771aba51da3c4ae135c493b76b604a0ff46d5e4fbe"
      },
      "receipt_sha256": "d687b6170a55ddbf276b22771aba51da3c4ae135c493b76b604a0ff46d5e4fbe"
    },
    {
      "storm_id": "928663",
      "lat": 38.5456,
      "lon": -90.5889,
      "motion_east": 1.6,
      "motion_south": 0.3,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1375.0,
      "ebshear": 20.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2871
        },
        {
          "name": "alignment",
          "value": -0.216
        },
        {
          "name": "tau",
          "value": 1.1117
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 1.111651062965393,
      "coherence_diagnostics": {
        "tau": 1.111651062965393,
        "grad_tau": 0.22947125136852264,
        "torsion": 0.0,
        "alignment": -0.2160286158323288,
        "S_field": 0.08131901919841766,
        "Gamma_field": 0.3492732644081116,
        "S_over_Gamma": 0.23282349109649658,
        "Da": 21.107097625732422,
        "E_coh": 0.5337277054786682,
        "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": [
          [
            [
              -90.61,
              38.59
            ],
            [
              -90.56,
              38.59
            ],
            [
              -90.54,
              38.57
            ],
            [
              -90.55,
              38.51
            ],
            [
              -90.57,
              38.5
            ],
            [
              -90.61,
              38.5
            ],
            [
              -90.62,
              38.51
            ],
            [
              -90.63,
              38.55
            ],
            [
              -90.61,
              38.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0374,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d687b6170a55ddbf276b22771aba51da3c4ae135c493b76b604a0ff46d5e4fbe"
      },
      "receipt_sha256": "d687b6170a55ddbf276b22771aba51da3c4ae135c493b76b604a0ff46d5e4fbe"
    },
    {
      "storm_id": "928425",
      "lat": 37.3294,
      "lon": -94.1919,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1207.0,
      "ebshear": 8.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1621
        },
        {
          "name": "alignment",
          "value": -0.343
        },
        {
          "name": "tau",
          "value": 0.8659
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 0.8658611178398132,
      "coherence_diagnostics": {
        "tau": 0.8658611178398132,
        "grad_tau": 0.18165816366672516,
        "torsion": 0.0,
        "alignment": -0.34302669763565063,
        "S_field": 0.3377366364002228,
        "Gamma_field": 0.31677329540252686,
        "S_over_Gamma": 1.0661777257919312,
        "Da": 19.131149291992188,
        "E_coh": 0.9376487135887146,
        "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": [
          [
            [
              -94.23,
              37.39
            ],
            [
              -94.2,
              37.39
            ],
            [
              -94.19,
              37.38
            ],
            [
              -94.2,
              37.37
            ],
            [
              -94.19,
              37.34
            ],
            [
              -94.16,
              37.31
            ],
            [
              -94.12,
              37.3
            ],
            [
              -94.11,
              37.29
            ],
            [
              -94.11,
              37.23
            ],
            [
              -94.14,
              37.23
            ],
            [
              -94.2,
              37.3
            ],
            [
              -94.23,
              37.3
            ],
            [
              -94.25,
              37.32
            ],
            [
              -94.25,
              37.36
            ],
            [
              -94.26,
              37.37
            ],
            [
              -94.23,
              37.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0373,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0373,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c313c2671c330f28de674aca32acd64f31d59282a597097baf20a3e5668dc94"
      },
      "receipt_sha256": "1c313c2671c330f28de674aca32acd64f31d59282a597097baf20a3e5668dc94"
    },
    {
      "storm_id": "928142",
      "lat": 38.5644,
      "lon": -86.68,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2631.0,
      "ebshear": 16.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.4121
        },
        {
          "name": "alignment",
          "value": -0.2158
        },
        {
          "name": "tau",
          "value": 1.5571
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 1.5571424961090088,
      "coherence_diagnostics": {
        "tau": 1.5571424961090088,
        "grad_tau": 0.25472065806388855,
        "torsion": 0.0,
        "alignment": -0.21581719815731049,
        "S_field": 0.8697112798690796,
        "Gamma_field": 0.24260661005973816,
        "S_over_Gamma": 3.584862232208252,
        "Da": 14.70157241821289,
        "E_coh": 0.9721903204917908,
        "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": [
          [
            [
              -86.69,
              38.6
            ],
            [
              -86.66,
              38.6
            ],
            [
              -86.65,
              38.59
            ],
            [
              -86.65,
              38.54
            ],
            [
              -86.67,
              38.52
            ],
            [
              -86.69,
              38.52
            ],
            [
              -86.71,
              38.54
            ],
            [
              -86.71,
              38.57
            ],
            [
              -86.69,
              38.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0371,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bbded27a61601e4f957cca7bfd8c6d223249dd03a0fd9421c82ae807c28ff5e"
      },
      "receipt_sha256": "4bbded27a61601e4f957cca7bfd8c6d223249dd03a0fd9421c82ae807c28ff5e"
    },
    {
      "storm_id": "928576",
      "lat": 35.6533,
      "lon": -96.8342,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 739.0,
      "ebshear": 5.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9121
        },
        {
          "name": "alignment",
          "value": -0.0297
        },
        {
          "name": "tau",
          "value": 0.5338
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.5338123440742493,
      "coherence_diagnostics": {
        "tau": 0.5338123440742493,
        "grad_tau": 0.16618438065052032,
        "torsion": 0.0,
        "alignment": -0.029709160327911377,
        "S_field": 0.05918796733021736,
        "Gamma_field": 0.38343995809555054,
        "S_over_Gamma": 0.15436045825481415,
        "Da": 22.43941307067871,
        "E_coh": 0.8363140821456909,
        "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": [
          [
            [
              -96.81,
              35.7
            ],
            [
              -96.79,
              35.69
            ],
            [
              -96.8,
              35.65
            ],
            [
              -96.81,
              35.64
            ],
            [
              -96.8,
              35.62
            ],
            [
              -96.83,
              35.59
            ],
            [
              -96.87,
              35.6
            ],
            [
              -96.89,
              35.62
            ],
            [
              -96.89,
              35.67
            ],
            [
              -96.87,
              35.68
            ],
            [
              -96.84,
              35.68
            ],
            [
              -96.81,
              35.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0371,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bbded27a61601e4f957cca7bfd8c6d223249dd03a0fd9421c82ae807c28ff5e"
      },
      "receipt_sha256": "4bbded27a61601e4f957cca7bfd8c6d223249dd03a0fd9421c82ae807c28ff5e"
    },
    {
      "storm_id": "928632",
      "lat": 43.5111,
      "lon": -107.4178,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 125.0,
      "ebshear": 11.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7871
        },
        {
          "name": "alignment",
          "value": 1.6946
        },
        {
          "name": "tau",
          "value": 0.3029
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.3028503358364105,
      "coherence_diagnostics": {
        "tau": 0.3028503358364105,
        "grad_tau": 0.05927751958370209,
        "torsion": 0.0,
        "alignment": 1.6946234703063965,
        "S_field": 0.20211941003799438,
        "Gamma_field": 0.8551066517829895,
        "S_over_Gamma": 0.23636749386787415,
        "Da": 53.218868255615234,
        "E_coh": 0.47670039534568787,
        "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": [
          [
            [
              -107.43,
              43.53
            ],
            [
              -107.41,
              43.52
            ],
            [
              -107.37,
              43.52
            ],
            [
              -107.37,
              43.5
            ],
            [
              -107.42,
              43.47
            ],
            [
              -107.43,
              43.49
            ],
            [
              -107.46,
              43.52
            ],
            [
              -107.44,
              43.52
            ],
            [
              -107.43,
              43.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0371,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bbded27a61601e4f957cca7bfd8c6d223249dd03a0fd9421c82ae807c28ff5e"
      },
      "receipt_sha256": "4bbded27a61601e4f957cca7bfd8c6d223249dd03a0fd9421c82ae807c28ff5e"
    },
    {
      "storm_id": "928819",
      "lat": 32.1031,
      "lon": -108.2738,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 709.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7871
        },
        {
          "name": "alignment",
          "value": -1.9835
        },
        {
          "name": "tau",
          "value": 0.3399
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.3398853540420532,
      "coherence_diagnostics": {
        "tau": 0.3398853540420532,
        "grad_tau": 0.0710972473025322,
        "torsion": 0.0,
        "alignment": -1.9834647178649902,
        "S_field": 0.09235014021396637,
        "Gamma_field": 0.6242732405662537,
        "S_over_Gamma": 0.1479322463274002,
        "Da": 37.827674865722656,
        "E_coh": 0.20455704629421234,
        "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,
              32.14
            ],
            [
              -108.3,
              32.14
            ],
            [
              -108.27,
              32.11
            ],
            [
              -108.25,
              32.11
            ],
            [
              -108.24,
              32.12
            ],
            [
              -108.23,
              32.1
            ],
            [
              -108.24,
              32.09
            ],
            [
              -108.26,
              32.1
            ],
            [
              -108.27,
              32.09
            ],
            [
              -108.27,
              32.07
            ],
            [
              -108.3,
              32.06
            ],
            [
              -108.31,
              32.07
            ],
            [
              -108.31,
              32.14
            ]
          ]
        ]
      },
      "raw_probability": 0.037,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.037,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4f4d91d009eed4ec6c16368bd26372900c4a90472e2f445f170b13a8c64fb5e5"
      },
      "receipt_sha256": "4f4d91d009eed4ec6c16368bd26372900c4a90472e2f445f170b13a8c64fb5e5"
    },
    {
      "storm_id": "928121",
      "lat": 35.046,
      "lon": -97.246,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 795.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9121
        },
        {
          "name": "alignment",
          "value": -0.1884
        },
        {
          "name": "tau",
          "value": 0.716
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.7160319685935974,
      "coherence_diagnostics": {
        "tau": 0.7160319685935974,
        "grad_tau": 0.19521158933639526,
        "torsion": 0.0,
        "alignment": -0.18842476606369019,
        "S_field": 0.22323302924633026,
        "Gamma_field": 0.23510660231113434,
        "S_over_Gamma": 0.9494970440864563,
        "Da": 13.660612106323242,
        "E_coh": 0.8335356116294861,
        "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": [
          [
            [
              -97.27,
              35.07
            ],
            [
              -97.22,
              35.07
            ],
            [
              -97.21,
              35.06
            ],
            [
              -97.21,
              35.03
            ],
            [
              -97.22,
              35.03
            ],
            [
              -97.24,
              35.01
            ],
            [
              -97.26,
              35.02
            ],
            [
              -97.28,
              35.04
            ],
            [
              -97.28,
              35.06
            ],
            [
              -97.27,
              35.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0369,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
      },
      "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
    },
    {
      "storm_id": "928247",
      "lat": 28.4612,
      "lon": -101.2412,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1287.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2871
        },
        {
          "name": "alignment",
          "value": 4.6952
        },
        {
          "name": "tau",
          "value": 0.8457
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.8456688523292542,
      "coherence_diagnostics": {
        "tau": 0.8456688523292542,
        "grad_tau": 0.12581618130207062,
        "torsion": 0.0,
        "alignment": 4.69518518447876,
        "S_field": 0.37298354506492615,
        "Gamma_field": 0.3292732834815979,
        "S_over_Gamma": 1.1327476501464844,
        "Da": 20.352588653564453,
        "E_coh": 0.6971217393875122,
        "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": [
          [
            [
              -101.18,
              28.57
            ],
            [
              -101.13,
              28.57
            ],
            [
              -101.12,
              28.55
            ],
            [
              -101.12,
              28.52
            ],
            [
              -101.14,
              28.48
            ],
            [
              -101.19,
              28.43
            ],
            [
              -101.21,
              28.43
            ],
            [
              -101.24,
              28.41
            ],
            [
              -101.26,
              28.41
            ],
            [
              -101.3,
              28.37
            ],
            [
              -101.34,
              28.37
            ],
            [
              -101.36,
              28.4
            ],
            [
              -101.36,
              28.43
            ],
            [
              -101.35,
              28.44
            ],
            [
              -101.32,
              28.44
            ],
            [
              -101.3,
              28.45
            ],
            [
              -101.18,
              28.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0369,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
      },
      "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
    },
    {
      "storm_id": "928738",
      "lat": 38.4536,
      "lon": -87.9255,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 641.0,
      "ebshear": 15.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7871
        },
        {
          "name": "alignment",
          "value": 0.7108
        },
        {
          "name": "tau",
          "value": 1.2818
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 1.2818174362182617,
      "coherence_diagnostics": {
        "tau": 1.2818174362182617,
        "grad_tau": 0.3299640119075775,
        "torsion": 0.0,
        "alignment": 0.7108108401298523,
        "S_field": 0.12363086640834808,
        "Gamma_field": 0.40927326679229736,
        "S_over_Gamma": 0.302074134349823,
        "Da": 25.18872833251953,
        "E_coh": 0.538525402545929,
        "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": [
          [
            [
              -87.95,
              38.49
            ],
            [
              -87.88,
              38.49
            ],
            [
              -87.87,
              38.48
            ],
            [
              -87.87,
              38.42
            ],
            [
              -87.88,
              38.4
            ],
            [
              -87.95,
              38.4
            ],
            [
              -87.96,
              38.41
            ],
            [
              -87.96,
              38.46
            ],
            [
              -87.95,
              38.47
            ],
            [
              -87.96,
              38.48
            ],
            [
              -87.95,
              38.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0369,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
      },
      "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
    },
    {
      "storm_id": "928780",
      "lat": 32.414,
      "lon": -115.948,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1072.0,
      "ebshear": 7.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6621
        },
        {
          "name": "alignment",
          "value": 0.5687
        },
        {
          "name": "tau",
          "value": 0.5082
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.5082442760467529,
      "coherence_diagnostics": {
        "tau": 0.5082442760467529,
        "grad_tau": 0.06699785590171814,
        "torsion": 0.0,
        "alignment": 0.56874018907547,
        "S_field": 0.06670431792736053,
        "Gamma_field": 0.16677327454090118,
        "S_over_Gamma": 0.39997005462646484,
        "Da": 10.107643127441406,
        "E_coh": 0.2772625684738159,
        "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": [
          [
            [
              -115.98,
              32.45
            ],
            [
              -115.9,
              32.45
            ],
            [
              -115.9,
              32.36
            ],
            [
              -115.98,
              32.36
            ],
            [
              -115.98,
              32.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0369,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
      },
      "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
    },
    {
      "storm_id": "928834",
      "lat": 33.8537,
      "lon": -107.7656,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 208.0,
      "ebshear": 6.0,
      "srh01": 2.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5371
        },
        {
          "name": "alignment",
          "value": -0.9574
        },
        {
          "name": "tau",
          "value": 0.2926
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.2925611436367035,
      "coherence_diagnostics": {
        "tau": 0.2925611436367035,
        "grad_tau": 0.007573969662189484,
        "torsion": 0.0,
        "alignment": -0.9573723077774048,
        "S_field": 0.04890162870287895,
        "Gamma_field": 0.6151066422462463,
        "S_over_Gamma": 0.07950105518102646,
        "Da": 37.09130096435547,
        "E_coh": 0.04771740734577179,
        "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": [
          [
            [
              -107.81,
              33.89
            ],
            [
              -107.79,
              33.88
            ],
            [
              -107.75,
              33.88
            ],
            [
              -107.74,
              33.89
            ],
            [
              -107.73,
              33.88
            ],
            [
              -107.73,
              33.86
            ],
            [
              -107.74,
              33.85
            ],
            [
              -107.73,
              33.8
            ],
            [
              -107.76,
              33.8
            ],
            [
              -107.8,
              33.82
            ],
            [
              -107.76,
              33.82
            ],
            [
              -107.75,
              33.84
            ],
            [
              -107.77,
              33.86
            ],
            [
              -107.78,
              33.85
            ],
            [
              -107.8,
              33.85
            ],
            [
              -107.81,
              33.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0369,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5ad483b39d67536fa44672ba8836add3682f11aabd56ef166446aa78478efc58",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0369,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
      },
      "receipt_sha256": "a2e6dbbe5eb12f4de3057158e25463efded0723a110b33a7f28f0a9138404b79"
    },
    {
      "storm_id": "928757",
      "lat": 27.949,
      "lon": -80.96,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2677.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9121
        },
        {
          "name": "alignment",
          "value": 0.2598
        },
        {
          "name": "tau",
          "value": 2.416
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0368
      },
      "coherence_score": 2.415994167327881,
      "coherence_diagnostics": {
        "tau": 2.415994167327881,
        "grad_tau": 0.2945261001586914,
        "torsion": 0.0,
        "alignment": 0.2597837448120117,
        "S_field": 0.5887494683265686,
        "Gamma_field": 0.6317732930183411,
        "S_over_Gamma": 0.931899905204773,
        "Da": 40.38283157348633,
        "E_coh": 0.9808793067932129,
        "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": [
          [
            [
              -80.99,
              27.98
            ],
            [
              -80.9,
              27.98
            ],
            [
              -80.9,
              27.95
            ],
            [
              -80.92,
              27.93
            ],
            [
              -80.94,
              27.93
            ],
            [
              -80.98,
              27.91
            ],
            [
              -80.99,
              27.92
            ],
            [
              -80.99,
              27.95
            ],
            [
              -81.0,
              27.96
            ],
            [
              -80.99,
              27.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0368,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0368,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6ec810776d6c8672f510a8d82fc3e7b5638980d6a51663b13a769571b531d405"
      },
      "receipt_sha256": "6ec810776d6c8672f510a8d82fc3e7b5638980d6a51663b13a769571b531d405"
    },
    {
      "storm_id": "928829",
      "lat": 38.9333,
      "lon": -93.8083,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1117.0,
      "ebshear": 15.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4121
        },
        {
          "name": "alignment",
          "value": 1.6748
        },
        {
          "name": "tau",
          "value": 0.9657
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0368
      },
      "coherence_score": 0.9657288789749146,
      "coherence_diagnostics": {
        "tau": 0.9657288789749146,
        "grad_tau": 0.19353419542312622,
        "torsion": 0.0,
        "alignment": 1.6747994422912598,
        "S_field": 0.4474463164806366,
        "Gamma_field": 0.2901066243648529,
        "S_over_Gamma": 1.542351245880127,
        "Da": 17.49907112121582,
        "E_coh": 0.9048705101013184,
        "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": [
          [
            [
              -93.82,
              38.97
            ],
            [
              -93.81,
              38.96
            ],
            [
              -93.79,
              38.96
            ],
            [
              -93.79,
              38.94
            ],
            [
              -93.77,
              38.92
            ],
            [
              -93.78,
              38.91
            ],
            [
              -93.8,
              38.91
            ],
            [
              -93.81,
              38.9
            ],
            [
              -93.83,
              38.9
            ],
            [
              -93.84,
              38.91
            ],
            [
              -93.84,
              38.95
            ],
            [
              -93.82,
              38.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0368,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0368,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6ec810776d6c8672f510a8d82fc3e7b5638980d6a51663b13a769571b531d405"
      },
      "receipt_sha256": "6ec810776d6c8672f510a8d82fc3e7b5638980d6a51663b13a769571b531d405"
    },
    {
      "storm_id": "928649",
      "lat": 31.1042,
      "lon": -107.8208,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 663.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4121
        },
        {
          "name": "alignment",
          "value": 2.0022
        },
        {
          "name": "tau",
          "value": 0.4213
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0367
      },
      "coherence_score": 0.4213014245033264,
      "coherence_diagnostics": {
        "tau": 0.4213014245033264,
        "grad_tau": 0.07915718108415604,
        "torsion": 0.0,
        "alignment": 2.0022032260894775,
        "S_field": 0.17457057535648346,
        "Gamma_field": 0.8167732954025269,
        "S_over_Gamma": 0.21373198926448822,
        "Da": 49.55899429321289,
        "E_coh": 0.6478280425071716,
        "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": [
          [
            [
              -107.82,
              31.14
            ],
            [
              -107.79,
              31.13
            ],
            [
              -107.79,
              31.1
            ],
            [
              -107.78,
              31.09
            ],
            [
              -107.8,
              31.05
            ],
            [
              -107.83,
              31.09
            ],
            [
              -107.85,
              31.08
            ],
            [
              -107.86,
              31.09
            ],
            [
              -107.86,
              31.11
            ],
            [
              -107.83,
              31.11
            ],
            [
              -107.82,
              31.12
            ],
            [
              -107.82,
              31.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0367,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f0ae3f04daa58a7ed0250a9fd1d5a196f54d5a1be86b2d11afc54b849b5834f3",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0367,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c378d47b3f5db47ac8ed3547fd7542728c2c47f9584c2b7c77c2688631afff7"
      },
      "receipt_sha256": "1c378d47b3f5db47ac8ed3547fd7542728c2c47f9584c2b7c77c2688631afff7"
    },
    {
      "storm_id": "927534",
      "lat": 30.7927,
      "lon": -109.1736,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1021.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0371
        },
        {
          "name": "alignment",
          "value": 0.1004
        },
        {
          "name": "tau",
          "value": 0.3402
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0363
      },
      "coherence_score": 0.340204656124115,
      "coherence_diagnostics": {
        "tau": 0.340204656124115,
        "grad_tau": 0.11036704480648041,
        "torsion": 0.0,
        "alignment": 0.10040181875228882,
        "S_field": 0.08290666341781616,
        "Gamma_field": 0.9167733192443848,
        "S_over_Gamma": 0.09043311327695847,
        "Da": 54.25313949584961,
        "E_coh": 0.6689147353172302,
        "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": [
          [
            [
              -109.2,
              30.84
            ],
            [
              -109.16,
              30.84
            ],
            [
              -109.14,
              30.82
            ],
            [
              -109.13,
              30.8
            ],
            [
              -109.13,
              30.77
            ],
            [
              -109.15,
              30.75
            ],
            [
              -109.17,
              30.75
            ],
            [
              -109.18,
              30.74
            ],
            [
              -109.22,
              30.77
            ],
            [
              -109.23,
              30.8
            ],
            [
              -109.2,
              30.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0363,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "95b2d725fe98c83599ef896ccd16cf1cd103d66928174a827ae27b60e8aed7e9",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0363,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c1fea4bdd394117d254c246f1443cb8689944fe40994370d32eff602b8524e3"
      },
      "receipt_sha256": "2c1fea4bdd394117d254c246f1443cb8689944fe40994370d32eff602b8524e3"
    },
    {
      "storm_id": "928646",
      "lat": 31.5814,
      "lon": -83.9386,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1871.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5371
        },
        {
          "name": "alignment",
          "value": 1.5532
        },
        {
          "name": "tau",
          "value": 2.0445
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 2.044499635696411,
      "coherence_diagnostics": {
        "tau": 2.044499635696411,
        "grad_tau": 0.11948486417531967,
        "torsion": 0.0,
        "alignment": 1.5532468557357788,
        "S_field": 0.33940398693084717,
        "Gamma_field": 0.34260663390159607,
        "S_over_Gamma": 0.9906521439552307,
        "Da": 20.05959701538086,
        "E_coh": 0.857617974281311,
        "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": [
          [
            [
              -83.97,
              31.61
            ],
            [
              -83.92,
              31.61
            ],
            [
              -83.91,
              31.6
            ],
            [
              -83.91,
              31.55
            ],
            [
              -83.92,
              31.54
            ],
            [
              -83.97,
              31.55
            ],
            [
              -83.97,
              31.61
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.036,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac6a63cdfa051c7618471abf7f0ef6a1d527de0538d2f14f2df99aac54f8706d"
      },
      "receipt_sha256": "ac6a63cdfa051c7618471abf7f0ef6a1d527de0538d2f14f2df99aac54f8706d"
    },
    {
      "storm_id": "928673",
      "lat": 33.8038,
      "lon": -80.9223,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1496.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9121
        },
        {
          "name": "alignment",
          "value": 2.4462
        },
        {
          "name": "tau",
          "value": 2.3643
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 2.3643059730529785,
      "coherence_diagnostics": {
        "tau": 2.3643059730529785,
        "grad_tau": 0.2666870653629303,
        "torsion": 0.0,
        "alignment": 2.4462435245513916,
        "S_field": 0.8650766611099243,
        "Gamma_field": 0.23260660469532013,
        "S_over_Gamma": 3.719054698944092,
        "Da": 14.50556755065918,
        "E_coh": 0.9375346899032593,
        "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": [
          [
            [
              -80.92,
              33.92
            ],
            [
              -80.91,
              33.92
            ],
            [
              -80.9,
              33.91
            ],
            [
              -80.9,
              33.9
            ],
            [
              -80.89,
              33.89
            ],
            [
              -80.88,
              33.88
            ],
            [
              -80.87,
              33.88
            ],
            [
              -80.87,
              33.87
            ],
            [
              -80.86,
              33.86
            ],
            [
              -80.87,
              33.85
            ],
            [
              -80.86,
              33.84
            ],
            [
              -80.86,
              33.83
            ],
            [
              -80.85,
              33.82
            ],
            [
              -80.85,
              33.81
            ],
            [
              -80.86,
              33.81
            ],
            [
              -80.87,
              33.8
            ],
            [
              -80.87,
              33.79
            ],
            [
              -80.87,
              33.78
            ],
            [
              -80.87,
              33.77
            ],
            [
              -80.86,
              33.76
            ],
            [
              -80.85,
              33.76
            ],
            [
              -80.86,
              33.76
            ],
            [
              -80.87,
              33.75
            ],
            [
              -80.87,
              33.74
            ],
            [
              -80.88,
              33.73
            ],
            [
              -80.89,
              33.73
            ],
            [
              -80.9,
              33.74
            ],
            [
              -80.91,
              33.74
            ],
            [
              -80.92,
              33.74
            ],
            [
              -80.93,
              33.75
            ],
            [
              -80.94,
              33.74
            ],
            [
              -80.95,
              33.74
            ],
            [
              -80.96,
              33.74
            ],
            [
              -80.97,
              33.74
            ],
            [
              -80.98,
              33.74
            ],
            [
              -80.99,
              33.74
            ],
            [
              -81.0,
              33.74
            ],
            [
              -81.01,
              33.73
            ],
            [
              -81.02,
              33.73
            ],
            [
              -81.03,
              33.74
            ],
            [
              -81.02,
              33.74
            ],
            [
              -81.01,
              33.74
            ],
            [
              -81.0,
              33.74
            ],
            [
              -80.99,
              33.74
            ],
            [
              -80.98,
              33.74
            ],
            [
              -80.97,
              33.74
            ],
            [
              -80.96,
              33.74
            ],
            [
              -80.95,
              33.75
            ],
            [
              -80.94,
              33.75
            ],
            [
              -80.93,
              33.75
            ],
            [
              -80.92,
              33.76
            ],
            [
              -80.92,
              33.77
            ],
            [
              -80.91,
              33.78
            ],
            [
              -80.91,
              33.79
            ],
            [
              -80.92,
              33.8
            ],
            [
              -80.92,
              33.81
            ],
            [
              -80.91,
              33.82
            ],
            [
              -80.9,
              33.82
            ],
            [
              -80.89,
              33.83
            ],
            [
              -80.9,
              33.84
            ],
            [
              -80.91,
              33.84
            ],
            [
              -80.92,
              33.84
            ],
            [
              -80.93,
              33.85
            ],
            [
              -80.94,
              33.85
            ],
            [
              -80.95,
              33.86
            ],
            [
              -80.95,
              33.87
            ],
            [
              -80.96,
              33.88
            ],
            [
              -80.97,
              33.89
            ],
            [
              -80.96,
              33.89
            ],
            [
              -80.95,
              33.9
            ],
            [
              -80.95,
              33.91
            ],
            [
              -80.94,
              33.91
            ],
            [
              -80.93,
              33.91
            ],
            [
              -80.92,
              33.92
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.036,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac6a63cdfa051c7618471abf7f0ef6a1d527de0538d2f14f2df99aac54f8706d"
      },
      "receipt_sha256": "ac6a63cdfa051c7618471abf7f0ef6a1d527de0538d2f14f2df99aac54f8706d"
    },
    {
      "storm_id": "928731",
      "lat": 43.2907,
      "lon": -91.704,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1896.0,
      "ebshear": 19.0,
      "srh01": 7.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.4121
        },
        {
          "name": "alignment",
          "value": -0.8236
        },
        {
          "name": "tau",
          "value": 0.9558
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.9558447599411011,
      "coherence_diagnostics": {
        "tau": 0.9558447599411011,
        "grad_tau": 0.08220943063497543,
        "torsion": 0.0,
        "alignment": -0.8235573768615723,
        "S_field": 0.5191674828529358,
        "Gamma_field": 0.2626066207885742,
        "S_over_Gamma": 1.9769779443740845,
        "Da": 16.345766067504883,
        "E_coh": 0.9017269611358643,
        "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": [
          [
            [
              -91.69,
              43.35
            ],
            [
              -91.64,
              43.35
            ],
            [
              -91.64,
              43.31
            ],
            [
              -91.68,
              43.28
            ],
            [
              -91.68,
              43.23
            ],
            [
              -91.69,
              43.22
            ],
            [
              -91.75,
              43.22
            ],
            [
              -91.76,
              43.24
            ],
            [
              -91.73,
              43.27
            ],
            [
              -91.75,
              43.29
            ],
            [
              -91.76,
              43.29
            ],
            [
              -91.73,
              43.31
            ],
            [
              -91.69,
              43.32
            ],
            [
              -91.68,
              43.33
            ],
            [
              -91.69,
              43.35
            ]
          ]
        ]
      },
      "raw_probability": 0.036,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bc1881458b00d15a784436f7c244d71691e1f0c7e077aa1d33a660572af02a1c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.036,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac6a63cdfa051c7618471abf7f0ef6a1d527de0538d2f14f2df99aac54f8706d"
      },
      "receipt_sha256": "ac6a63cdfa051c7618471abf7f0ef6a1d527de0538d2f14f2df99aac54f8706d"
    },
    {
      "storm_id": "928814",
      "lat": 35.0408,
      "lon": -87.5677,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1193.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2871
        },
        {
          "name": "alignment",
          "value": 2.2459
        },
        {
          "name": "tau",
          "value": 1.6799
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0359
      },
      "coherence_score": 1.6798776388168335,
      "coherence_diagnostics": {
        "tau": 1.6798776388168335,
        "grad_tau": 0.2392776608467102,
        "torsion": 0.0,
        "alignment": 2.2458958625793457,
        "S_field": 0.7617693543434143,
        "Gamma_field": 0.21510660648345947,
        "S_over_Gamma": 3.5413572788238525,
        "Da": 12.634544372558594,
        "E_coh": 0.8886235356330872,
        "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": [
          [
            [
              -87.55,
              35.08
            ],
            [
              -87.53,
              35.08
            ],
            [
              -87.54,
              35.07
            ],
            [
              -87.53,
              35.06
            ],
            [
              -87.54,
              35.05
            ],
            [
              -87.54,
              35.02
            ],
            [
              -87.58,
              35.0
            ],
            [
              -87.6,
              34.98
            ],
            [
              -87.62,
              34.99
            ],
            [
              -87.62,
              35.01
            ],
            [
              -87.59,
              35.05
            ],
            [
              -87.59,
              35.06
            ],
            [
              -87.55,
              35.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0359,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a88b2603d42aa4468dc068d020c829556c95fd29d07ce26af1b238db119bafda",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0359,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac74172f212077c5901a194e51d967d663f5160a1416eebcc0590f6c57ca893a"
      },
      "receipt_sha256": "ac74172f212077c5901a194e51d967d663f5160a1416eebcc0590f6c57ca893a"
    },
    {
      "storm_id": "928665",
      "lat": 37.7822,
      "lon": -90.81,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1627.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6621
        },
        {
          "name": "alignment",
          "value": -0.7789
        },
        {
          "name": "tau",
          "value": 1.4074
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0358
      },
      "coherence_score": 1.4073973894119263,
      "coherence_diagnostics": {
        "tau": 1.4073973894119263,
        "grad_tau": 0.2307417094707489,
        "torsion": 0.0,
        "alignment": -0.7788558006286621,
        "S_field": 0.6922351121902466,
        "Gamma_field": 0.2534399628639221,
        "S_over_Gamma": 2.7313573360443115,
        "Da": 15.215925216674805,
        "E_coh": 0.9480729103088379,
        "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": [
          [
            [
              -90.82,
              37.82
            ],
            [
              -90.75,
              37.82
            ],
            [
              -90.75,
              37.77
            ],
            [
              -90.79,
              37.74
            ],
            [
              -90.83,
              37.74
            ],
            [
              -90.85,
              37.75
            ],
            [
              -90.84,
              37.77
            ],
            [
              -90.84,
              37.81
            ],
            [
              -90.82,
              37.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0358,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "15980892da779bfe5b32ad9c57a4b50271dc97cd27c49d4546b216fa1b235a3c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0358,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dbae4380b4b78f7894a749d0be21a7ad8e71e0979ffb45f77a9d40cedd35d440"
      },
      "receipt_sha256": "dbae4380b4b78f7894a749d0be21a7ad8e71e0979ffb45f77a9d40cedd35d440"
    },
    {
      "storm_id": "928799",
      "lat": 47.8644,
      "lon": -122.85,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 80.0,
      "ebshear": 15.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5371
        },
        {
          "name": "alignment",
          "value": 0.8459
        },
        {
          "name": "tau",
          "value": 0.2731
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0357
      },
      "coherence_score": 0.27313128113746643,
      "coherence_diagnostics": {
        "tau": 0.27313128113746643,
        "grad_tau": 0.12177033722400665,
        "torsion": 0.0,
        "alignment": 0.8459433913230896,
        "S_field": 0.10189206898212433,
        "Gamma_field": 0.17260661721229553,
        "S_over_Gamma": 0.5903137922286987,
        "Da": 11.0075101852417,
        "E_coh": 0.019457470625638962,
        "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": [
          [
            [
              -122.87,
              47.9
            ],
            [
              -122.82,
              47.9
            ],
            [
              -122.8,
              47.87
            ],
            [
              -122.8,
              47.85
            ],
            [
              -122.84,
              47.82
            ],
            [
              -122.87,
              47.82
            ],
            [
              -122.89,
              47.83
            ],
            [
              -122.89,
              47.89
            ],
            [
              -122.87,
              47.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0357,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "fad3e88263f89a4e9f7cc2f85f651ef29bf0f22ce090e841cdca0a3e63d8932e",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0357,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f41ecc09d073f8be355ffe36fcf23eb73af65a933c3892732cd0239245a4367"
      },
      "receipt_sha256": "5f41ecc09d073f8be355ffe36fcf23eb73af65a933c3892732cd0239245a4367"
    },
    {
      "storm_id": "928328",
      "lat": 32.0547,
      "lon": -81.0243,
      "motion_east": 1.9,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3404.0,
      "ebshear": 13.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9121
        },
        {
          "name": "alignment",
          "value": 3.1573
        },
        {
          "name": "tau",
          "value": 2.6074
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0356
      },
      "coherence_score": 2.6074206829071045,
      "coherence_diagnostics": {
        "tau": 2.6074206829071045,
        "grad_tau": 0.19330808520317078,
        "torsion": 0.0,
        "alignment": 3.157334327697754,
        "S_field": 0.9139391183853149,
        "Gamma_field": 0.25677329301834106,
        "S_over_Gamma": 3.5593230724334717,
        "Da": 14.920129776000977,
        "E_coh": 0.9188209176063538,
        "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": [
          [
            [
              -80.98,
              32.19
            ],
            [
              -80.93,
              32.18
            ],
            [
              -80.93,
              32.16
            ],
            [
              -80.94,
              32.16
            ],
            [
              -80.95,
              32.14
            ],
            [
              -80.97,
              32.13
            ],
            [
              -80.94,
              32.11
            ],
            [
              -80.96,
              32.03
            ],
            [
              -80.98,
              32.01
            ],
            [
              -81.03,
              32.01
            ],
            [
              -81.04,
              31.99
            ],
            [
              -81.06,
              31.98
            ],
            [
              -81.05,
              31.97
            ],
            [
              -81.05,
              31.95
            ],
            [
              -81.07,
              31.95
            ],
            [
              -81.08,
              31.96
            ],
            [
              -81.09,
              31.95
            ],
            [
              -81.11,
              31.95
            ],
            [
              -81.12,
              31.96
            ],
            [
              -81.11,
              31.98
            ],
            [
              -81.07,
              31.98
            ],
            [
              -81.06,
              31.99
            ],
            [
              -81.08,
              32.03
            ],
            [
              -81.06,
              32.05
            ],
            [
              -81.06,
              32.08
            ],
            [
              -81.05,
              32.1
            ],
            [
              -81.0,
              32.14
            ],
            [
              -81.0,
              32.15
            ],
            [
              -80.98,
              32.17
            ],
            [
              -80.98,
              32.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0356,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "e980b937507fc293ec8bbd9336acf492a442cea236c66265a777df9a34e2db5a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0356,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52214be2ea642105dd63dd2006b4d447c3f23f552742112b8a58873c573e983f"
      },
      "receipt_sha256": "52214be2ea642105dd63dd2006b4d447c3f23f552742112b8a58873c573e983f"
    },
    {
      "storm_id": "928118",
      "lat": 35.9823,
      "lon": -86.54,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2265.0,
      "ebshear": 15.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4121
        },
        {
          "name": "alignment",
          "value": 0.3214
        },
        {
          "name": "tau",
          "value": 1.9161
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 1.916093111038208,
      "coherence_diagnostics": {
        "tau": 1.916093111038208,
        "grad_tau": 0.16621911525726318,
        "torsion": 0.0,
        "alignment": 0.32137417793273926,
        "S_field": 0.4654189348220825,
        "Gamma_field": 0.23260660469532013,
        "S_over_Gamma": 2.000884532928467,
        "Da": 13.8717679977417,
        "E_coh": 0.9468672871589661,
        "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": [
          [
            [
              -86.59,
              36.04
            ],
            [
              -86.55,
              36.04
            ],
            [
              -86.52,
              36.01
            ],
            [
              -86.52,
              36.0
            ],
            [
              -86.49,
              35.98
            ],
            [
              -86.49,
              35.94
            ],
            [
              -86.5,
              35.93
            ],
            [
              -86.52,
              35.93
            ],
            [
              -86.53,
              35.92
            ],
            [
              -86.55,
              35.93
            ],
            [
              -86.57,
              35.99
            ],
            [
              -86.6,
              36.02
            ],
            [
              -86.59,
              36.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0355,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "69d2adfe3fb2bacd3edf80b8cebc544a4f2d4d335a521dd6ad0d54ef246c0652",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0355,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b594117fc78218fc2e88b017bfb3911c494d6a3b0effe120123d7c98196ddd44"
      },
      "receipt_sha256": "b594117fc78218fc2e88b017bfb3911c494d6a3b0effe120123d7c98196ddd44"
    },
    {
      "storm_id": "928732",
      "lat": 39.1673,
      "lon": -88.232,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 828.0,
      "ebshear": 13.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1621
        },
        {
          "name": "alignment",
          "value": 0.4995
        },
        {
          "name": "tau",
          "value": 1.0283
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 1.0282670259475708,
      "coherence_diagnostics": {
        "tau": 1.0282670259475708,
        "grad_tau": 0.14490073919296265,
        "torsion": 0.0,
        "alignment": 0.4995325803756714,
        "S_field": 0.06800074875354767,
        "Gamma_field": 0.8367732763290405,
        "S_over_Gamma": 0.08126544207334518,
        "Da": 51.168601989746094,
        "E_coh": 0.5324938893318176,
        "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": [
          [
            [
              -88.29,
              39.21
            ],
            [
              -88.22,
              39.21
            ],
            [
              -88.2,
              39.19
            ],
            [
              -88.2,
              39.18
            ],
            [
              -88.18,
              39.17
            ],
            [
              -88.17,
              39.15
            ],
            [
              -88.18,
              39.14
            ],
            [
              -88.18,
              39.12
            ],
            [
              -88.21,
              39.12
            ],
            [
              -88.22,
              39.13
            ],
            [
              -88.29,
              39.13
            ],
            [
              -88.29,
              39.17
            ],
            [
              -88.28,
              39.18
            ],
            [
              -88.28,
              39.2
            ],
            [
              -88.29,
              39.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0353,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25df86f35eda9d61eb80ad97156204d2c2813e757cf2bdd2aa565c39d71a38c2"
      },
      "receipt_sha256": "25df86f35eda9d61eb80ad97156204d2c2813e757cf2bdd2aa565c39d71a38c2"
    },
    {
      "storm_id": "928769",
      "lat": 39.14,
      "lon": -93.0612,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 16.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4121
        },
        {
          "name": "alignment",
          "value": 1.6748
        },
        {
          "name": "tau",
          "value": 0.9657
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 0.9657288789749146,
      "coherence_diagnostics": {
        "tau": 0.9657288789749146,
        "grad_tau": 0.19353419542312622,
        "torsion": 0.0,
        "alignment": 1.6747994422912598,
        "S_field": 0.4474463164806366,
        "Gamma_field": 0.2901066243648529,
        "S_over_Gamma": 1.542351245880127,
        "Da": 17.49907112121582,
        "E_coh": 0.9048705101013184,
        "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": [
          [
            [
              -93.01,
              39.24
            ],
            [
              -93.0,
              39.23
            ],
            [
              -93.0,
              39.16
            ],
            [
              -93.03,
              39.15
            ],
            [
              -93.05,
              39.13
            ],
            [
              -93.05,
              39.05
            ],
            [
              -93.08,
              39.04
            ],
            [
              -93.1,
              39.05
            ],
            [
              -93.11,
              39.07
            ],
            [
              -93.1,
              39.08
            ],
            [
              -93.11,
              39.09
            ],
            [
              -93.1,
              39.11
            ],
            [
              -93.08,
              39.12
            ],
            [
              -93.09,
              39.19
            ],
            [
              -93.08,
              39.21
            ],
            [
              -93.04,
              39.22
            ],
            [
              -93.01,
              39.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0353,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25df86f35eda9d61eb80ad97156204d2c2813e757cf2bdd2aa565c39d71a38c2"
      },
      "receipt_sha256": "25df86f35eda9d61eb80ad97156204d2c2813e757cf2bdd2aa565c39d71a38c2"
    },
    {
      "storm_id": "928581",
      "lat": 32.498,
      "lon": -101.977,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1132.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7871
        },
        {
          "name": "alignment",
          "value": 0.6277
        },
        {
          "name": "tau",
          "value": 0.8765
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.876511812210083,
      "coherence_diagnostics": {
        "tau": 0.876511812210083,
        "grad_tau": 0.21716542541980743,
        "torsion": 0.0,
        "alignment": 0.6276760697364807,
        "S_field": 0.4442964494228363,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 1.7588471174240112,
        "Da": 15.6351957321167,
        "E_coh": 0.9209398627281189,
        "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": [
          [
            [
              -101.98,
              32.53
            ],
            [
              -101.96,
              32.53
            ],
            [
              -101.96,
              32.51
            ],
            [
              -101.95,
              32.5
            ],
            [
              -101.96,
              32.49
            ],
            [
              -101.96,
              32.46
            ],
            [
              -102.0,
              32.46
            ],
            [
              -102.01,
              32.47
            ],
            [
              -102.01,
              32.5
            ],
            [
              -101.98,
              32.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0352,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
      },
      "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
    },
    {
      "storm_id": "928584",
      "lat": 30.6344,
      "lon": -108.6944,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 646.0,
      "ebshear": 16.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2871
        },
        {
          "name": "alignment",
          "value": -0.9872
        },
        {
          "name": "tau",
          "value": 0.5237
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.5236954092979431,
      "coherence_diagnostics": {
        "tau": 0.5236954092979431,
        "grad_tau": 0.11496057361364365,
        "torsion": 0.0,
        "alignment": -0.9871736764907837,
        "S_field": 0.272414892911911,
        "Gamma_field": 0.6084399223327637,
        "S_over_Gamma": 0.447726845741272,
        "Da": 38.53622055053711,
        "E_coh": 0.9464442133903503,
        "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": [
          [
            [
              -108.74,
              30.68
            ],
            [
              -108.69,
              30.68
            ],
            [
              -108.65,
              30.63
            ],
            [
              -108.66,
              30.62
            ],
            [
              -108.66,
              30.6
            ],
            [
              -108.65,
              30.59
            ],
            [
              -108.71,
              30.59
            ],
            [
              -108.75,
              30.64
            ],
            [
              -108.74,
              30.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0352,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
      },
      "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
    },
    {
      "storm_id": "928723",
      "lat": 30.33,
      "lon": -108.65,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 707.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2871
        },
        {
          "name": "alignment",
          "value": -0.9872
        },
        {
          "name": "tau",
          "value": 0.5237
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.5236954092979431,
      "coherence_diagnostics": {
        "tau": 0.5236954092979431,
        "grad_tau": 0.11496057361364365,
        "torsion": 0.0,
        "alignment": -0.9871736764907837,
        "S_field": 0.272414892911911,
        "Gamma_field": 0.6084399223327637,
        "S_over_Gamma": 0.447726845741272,
        "Da": 38.53622055053711,
        "E_coh": 0.9464442133903503,
        "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": [
          [
            [
              -108.67,
              30.37
            ],
            [
              -108.64,
              30.37
            ],
            [
              -108.62,
              30.36
            ],
            [
              -108.61,
              30.34
            ],
            [
              -108.61,
              30.29
            ],
            [
              -108.62,
              30.28
            ],
            [
              -108.68,
              30.28
            ],
            [
              -108.69,
              30.29
            ],
            [
              -108.69,
              30.35
            ],
            [
              -108.67,
              30.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0352,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
      },
      "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
    },
    {
      "storm_id": "928828",
      "lat": 38.94,
      "lon": -92.7642,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1789.0,
      "ebshear": 17.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5371
        },
        {
          "name": "alignment",
          "value": -0.0805
        },
        {
          "name": "tau",
          "value": 1.0799
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 1.0799484252929688,
      "coherence_diagnostics": {
        "tau": 1.0799484252929688,
        "grad_tau": 0.13271021842956543,
        "torsion": 0.0,
        "alignment": -0.08046197891235352,
        "S_field": 0.5299660563468933,
        "Gamma_field": 0.28927329182624817,
        "S_over_Gamma": 1.8320600986480713,
        "Da": 17.29351234436035,
        "E_coh": 0.9268988966941833,
        "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": [
          [
            [
              -92.78,
              38.98
            ],
            [
              -92.75,
              38.98
            ],
            [
              -92.73,
              38.96
            ],
            [
              -92.73,
              38.94
            ],
            [
              -92.72,
              38.93
            ],
            [
              -92.74,
              38.91
            ],
            [
              -92.74,
              38.9
            ],
            [
              -92.79,
              38.9
            ],
            [
              -92.8,
              38.91
            ],
            [
              -92.8,
              38.94
            ],
            [
              -92.81,
              38.95
            ],
            [
              -92.78,
              38.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0352,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
      },
      "receipt_sha256": "91ea6e979626aeac366506480a071b1ce54b08da6f706611b8d4b999c359b18b"
    },
    {
      "storm_id": "928293",
      "lat": 32.5645,
      "lon": -102.3573,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1132.0,
      "ebshear": 6.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7871
        },
        {
          "name": "alignment",
          "value": 0.6277
        },
        {
          "name": "tau",
          "value": 0.8765
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.876511812210083,
      "coherence_diagnostics": {
        "tau": 0.876511812210083,
        "grad_tau": 0.21716542541980743,
        "torsion": 0.0,
        "alignment": 0.6276760697364807,
        "S_field": 0.4442964494228363,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 1.7588471174240112,
        "Da": 15.6351957321167,
        "E_coh": 0.9209398627281189,
        "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": [
          [
            [
              -102.38,
              32.61
            ],
            [
              -102.34,
              32.6
            ],
            [
              -102.33,
              32.57
            ],
            [
              -102.31,
              32.56
            ],
            [
              -102.31,
              32.53
            ],
            [
              -102.32,
              32.52
            ],
            [
              -102.37,
              32.52
            ],
            [
              -102.39,
              32.54
            ],
            [
              -102.4,
              32.56
            ],
            [
              -102.4,
              32.59
            ],
            [
              -102.38,
              32.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0351,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b462f8561f3ab7b67a1d24879be10e7d008be0e12be07690e3328608a0e017b5"
      },
      "receipt_sha256": "b462f8561f3ab7b67a1d24879be10e7d008be0e12be07690e3328608a0e017b5"
    },
    {
      "storm_id": "928818",
      "lat": 32.2533,
      "lon": -101.8617,
      "motion_east": 2.0,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1063.0,
      "ebshear": 7.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7871
        },
        {
          "name": "alignment",
          "value": 0.6277
        },
        {
          "name": "tau",
          "value": 0.8765
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.876511812210083,
      "coherence_diagnostics": {
        "tau": 0.876511812210083,
        "grad_tau": 0.21716542541980743,
        "torsion": 0.0,
        "alignment": 0.6276760697364807,
        "S_field": 0.4442964494228363,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 1.7588471174240112,
        "Da": 15.6351957321167,
        "E_coh": 0.9209398627281189,
        "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": [
          [
            [
              -101.9,
              32.29
            ],
            [
              -101.84,
              32.29
            ],
            [
              -101.83,
              32.28
            ],
            [
              -101.84,
              32.26
            ],
            [
              -101.83,
              32.24
            ],
            [
              -101.84,
              32.23
            ],
            [
              -101.83,
              32.22
            ],
            [
              -101.84,
              32.21
            ],
            [
              -101.89,
              32.21
            ],
            [
              -101.89,
              32.25
            ],
            [
              -101.91,
              32.27
            ],
            [
              -101.9,
              32.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0351,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b462f8561f3ab7b67a1d24879be10e7d008be0e12be07690e3328608a0e017b5"
      },
      "receipt_sha256": "b462f8561f3ab7b67a1d24879be10e7d008be0e12be07690e3328608a0e017b5"
    },
    {
      "storm_id": "927964",
      "lat": 33.0813,
      "lon": -107.925,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 347.0,
      "ebshear": 8.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6621
        },
        {
          "name": "alignment",
          "value": -2.3192
        },
        {
          "name": "tau",
          "value": 0.3046
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.035
      },
      "coherence_score": 0.30459126830101013,
      "coherence_diagnostics": {
        "tau": 0.30459126830101013,
        "grad_tau": 0.01008557714521885,
        "torsion": 0.0,
        "alignment": -2.319239616394043,
        "S_field": 0.07235646992921829,
        "Gamma_field": 0.5192732810974121,
        "S_over_Gamma": 0.1393417865037918,
        "Da": 32.12723159790039,
        "E_coh": 0.34578001499176025,
        "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": [
          [
            [
              -107.93,
              33.13
            ],
            [
              -107.88,
              33.13
            ],
            [
              -107.88,
              33.07
            ],
            [
              -107.91,
              33.03
            ],
            [
              -107.95,
              33.03
            ],
            [
              -107.96,
              33.04
            ],
            [
              -107.96,
              33.09
            ],
            [
              -107.93,
              33.13
            ]
          ]
        ]
      },
      "raw_probability": 0.035,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7c59eede60f910e0338a2a218d6e8a8d63bee28cd984cba1c1015b7bc05316eb",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.035,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9789d3e1416119b56711ea6e05578fab7fc995e5b75ea1f7a633dd98f05a8996"
      },
      "receipt_sha256": "9789d3e1416119b56711ea6e05578fab7fc995e5b75ea1f7a633dd98f05a8996"
    },
    {
      "storm_id": "928359",
      "lat": 32.766,
      "lon": -101.563,
      "motion_east": 1.3,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1291.0,
      "ebshear": 6.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7871
        },
        {
          "name": "alignment",
          "value": 0.6277
        },
        {
          "name": "tau",
          "value": 0.8765
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.035
      },
      "coherence_score": 0.876511812210083,
      "coherence_diagnostics": {
        "tau": 0.876511812210083,
        "grad_tau": 0.21716542541980743,
        "torsion": 0.0,
        "alignment": 0.6276760697364807,
        "S_field": 0.4442964494228363,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 1.7588471174240112,
        "Da": 15.6351957321167,
        "E_coh": 0.9209398627281189,
        "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": [
          [
            [
              -101.57,
              32.81
            ],
            [
              -101.54,
              32.81
            ],
            [
              -101.52,
              32.8
            ],
            [
              -101.52,
              32.76
            ],
            [
              -101.54,
              32.73
            ],
            [
              -101.56,
              32.72
            ],
            [
              -101.59,
              32.72
            ],
            [
              -101.61,
              32.74
            ],
            [
              -101.61,
              32.76
            ],
            [
              -101.57,
              32.81
            ]
          ]
        ]
      },
      "raw_probability": 0.035,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7c59eede60f910e0338a2a218d6e8a8d63bee28cd984cba1c1015b7bc05316eb",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.035,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9789d3e1416119b56711ea6e05578fab7fc995e5b75ea1f7a633dd98f05a8996"
      },
      "receipt_sha256": "9789d3e1416119b56711ea6e05578fab7fc995e5b75ea1f7a633dd98f05a8996"
    },
    {
      "storm_id": "927820",
      "lat": 32.6686,
      "lon": -101.3138,
      "motion_east": 1.0,
      "motion_south": -2.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1114.0,
      "ebshear": 9.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5371
        },
        {
          "name": "alignment",
          "value": -0.2427
        },
        {
          "name": "tau",
          "value": 1.041
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 1.0410127639770508,
      "coherence_diagnostics": {
        "tau": 1.0410127639770508,
        "grad_tau": 0.19335584342479706,
        "torsion": 0.0,
        "alignment": -0.24270865321159363,
        "S_field": 0.4779379367828369,
        "Gamma_field": 0.2851066291332245,
        "S_over_Gamma": 1.676348090171814,
        "Da": 17.716812133789062,
        "E_coh": 0.9296627044677734,
        "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": [
          [
            [
              -101.24,
              32.77
            ],
            [
              -101.19,
              32.77
            ],
            [
              -101.17,
              32.74
            ],
            [
              -101.17,
              32.69
            ],
            [
              -101.19,
              32.65
            ],
            [
              -101.26,
              32.64
            ],
            [
              -101.3,
              32.62
            ],
            [
              -101.31,
              32.6
            ],
            [
              -101.33,
              32.6
            ],
            [
              -101.34,
              32.59
            ],
            [
              -101.35,
              32.6
            ],
            [
              -101.38,
              32.6
            ],
            [
              -101.4,
              32.61
            ],
            [
              -101.43,
              32.64
            ],
            [
              -101.43,
              32.68
            ],
            [
              -101.42,
              32.69
            ],
            [
              -101.4,
              32.7
            ],
            [
              -101.36,
              32.7
            ],
            [
              -101.35,
              32.69
            ],
            [
              -101.33,
              32.69
            ],
            [
              -101.24,
              32.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0349,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bd339cae402b70b0fd207c0d8fbe7a6100bd6947653923049a33e789b4bb4f97",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0349,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
      },
      "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
    },
    {
      "storm_id": "928133",
      "lat": 46.1319,
      "lon": -123.2263,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 281.0,
      "ebshear": 31.0,
      "srh01": 4.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1621
        },
        {
          "name": "alignment",
          "value": -0.3014
        },
        {
          "name": "tau",
          "value": 0.1999
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 0.19989629089832306,
      "coherence_diagnostics": {
        "tau": 0.19989629089832306,
        "grad_tau": 0.1692739576101303,
        "torsion": 0.0,
        "alignment": -0.30137649178504944,
        "S_field": 0.0912395790219307,
        "Gamma_field": 0.18010661005973816,
        "S_over_Gamma": 0.506586492061615,
        "Da": 10.754902839660645,
        "E_coh": 0.10665088891983032,
        "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": [
          [
            [
              -123.25,
              46.22
            ],
            [
              -123.2,
              46.22
            ],
            [
              -123.19,
              46.2
            ],
            [
              -123.19,
              46.1
            ],
            [
              -123.18,
              46.09
            ],
            [
              -123.18,
              46.06
            ],
            [
              -123.2,
              46.03
            ],
            [
              -123.21,
              46.04
            ],
            [
              -123.24,
              46.04
            ],
            [
              -123.26,
              46.06
            ],
            [
              -123.26,
              46.13
            ],
            [
              -123.25,
              46.14
            ],
            [
              -123.25,
              46.17
            ],
            [
              -123.26,
              46.19
            ],
            [
              -123.25,
              46.2
            ],
            [
              -123.25,
              46.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0349,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bd339cae402b70b0fd207c0d8fbe7a6100bd6947653923049a33e789b4bb4f97",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0349,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
      },
      "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
    },
    {
      "storm_id": "928566",
      "lat": 45.9433,
      "lon": -123.4089,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 148.0,
      "ebshear": 27.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1621
        },
        {
          "name": "alignment",
          "value": -0.3014
        },
        {
          "name": "tau",
          "value": 0.1999
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 0.19989629089832306,
      "coherence_diagnostics": {
        "tau": 0.19989629089832306,
        "grad_tau": 0.1692739576101303,
        "torsion": 0.0,
        "alignment": -0.30137649178504944,
        "S_field": 0.0912395790219307,
        "Gamma_field": 0.18010661005973816,
        "S_over_Gamma": 0.506586492061615,
        "Da": 10.754902839660645,
        "E_coh": 0.10665088891983032,
        "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": [
          [
            [
              -123.43,
              45.98
            ],
            [
              -123.39,
              45.98
            ],
            [
              -123.37,
              45.96
            ],
            [
              -123.37,
              45.91
            ],
            [
              -123.38,
              45.9
            ],
            [
              -123.41,
              45.9
            ],
            [
              -123.45,
              45.92
            ],
            [
              -123.45,
              45.96
            ],
            [
              -123.43,
              45.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0349,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bd339cae402b70b0fd207c0d8fbe7a6100bd6947653923049a33e789b4bb4f97",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0349,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
      },
      "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
    },
    {
      "storm_id": "928608",
      "lat": 38.8467,
      "lon": -94.5533,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1242.0,
      "ebshear": 17.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.4,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1621
        },
        {
          "name": "alignment",
          "value": 0.4143
        },
        {
          "name": "tau",
          "value": 0.7877
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 0.7877323031425476,
      "coherence_diagnostics": {
        "tau": 0.7877323031425476,
        "grad_tau": 0.21057699620723724,
        "torsion": 0.0,
        "alignment": 0.41434866189956665,
        "S_field": 0.26030057668685913,
        "Gamma_field": 0.3367733061313629,
        "S_over_Gamma": 0.7729251980781555,
        "Da": 20.092023849487305,
        "E_coh": 0.8883256912231445,
        "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": [
          [
            [
              -94.57,
              38.88
            ],
            [
              -94.53,
              38.88
            ],
            [
              -94.53,
              38.84
            ],
            [
              -94.52,
              38.83
            ],
            [
              -94.53,
              38.81
            ],
            [
              -94.57,
              38.81
            ],
            [
              -94.58,
              38.82
            ],
            [
              -94.58,
              38.87
            ],
            [
              -94.57,
              38.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0349,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bd339cae402b70b0fd207c0d8fbe7a6100bd6947653923049a33e789b4bb4f97",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0349,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
      },
      "receipt_sha256": "a80b2f22bce2a90166d4aafc4f55883ccc35aac780ef962412668eb7ba5ec74b"
    },
    {
      "storm_id": "927897",
      "lat": 33.2025,
      "lon": -101.925,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 942.0,
      "ebshear": 8.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0371
        },
        {
          "name": "alignment",
          "value": 1.4684
        },
        {
          "name": "tau",
          "value": 0.7195
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 0.7195103168487549,
      "coherence_diagnostics": {
        "tau": 0.7195103168487549,
        "grad_tau": 0.2274492383003235,
        "torsion": 0.0,
        "alignment": 1.468361496925354,
        "S_field": 0.3494817018508911,
        "Gamma_field": 0.3842732906341553,
        "S_over_Gamma": 0.9094613194465637,
        "Da": 23.40889549255371,
        "E_coh": 0.8889855742454529,
        "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": [
          [
            [
              -101.95,
              33.24
            ],
            [
              -101.9,
              33.24
            ],
            [
              -101.89,
              33.23
            ],
            [
              -101.89,
              33.21
            ],
            [
              -101.88,
              33.2
            ],
            [
              -101.89,
              33.17
            ],
            [
              -101.91,
              33.16
            ],
            [
              -101.94,
              33.16
            ],
            [
              -101.96,
              33.17
            ],
            [
              -101.97,
              33.19
            ],
            [
              -101.97,
              33.22
            ],
            [
              -101.95,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0348,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1299265535bce7a352bbbc5eabcdf8a5c934edded8bb7d58f116fe2406419f46",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0348,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63b2ca07e55502263096fa8b58f0baa7e70482fa18b72859c82172a491b24ea2"
      },
      "receipt_sha256": "63b2ca07e55502263096fa8b58f0baa7e70482fa18b72859c82172a491b24ea2"
    },
    {
      "storm_id": "928564",
      "lat": 27.8663,
      "lon": -80.83,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2543.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0371
        },
        {
          "name": "alignment",
          "value": -0.789
        },
        {
          "name": "tau",
          "value": 2.4934
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0344
      },
      "coherence_score": 2.493412971496582,
      "coherence_diagnostics": {
        "tau": 2.493412971496582,
        "grad_tau": 0.10051387548446655,
        "torsion": 0.0,
        "alignment": -0.7890481948852539,
        "S_field": 0.9363224506378174,
        "Gamma_field": 0.44760662317276,
        "S_over_Gamma": 2.0918421745300293,
        "Da": 27.558475494384766,
        "E_coh": 0.9776106476783752,
        "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": [
          [
            [
              -80.84,
              27.92
            ],
            [
              -80.79,
              27.92
            ],
            [
              -80.79,
              27.83
            ],
            [
              -80.81,
              27.81
            ],
            [
              -80.83,
              27.81
            ],
            [
              -80.87,
              27.83
            ],
            [
              -80.87,
              27.89
            ],
            [
              -80.84,
              27.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0344,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "89ded3d18bd54848836a0efeb52944e5ad5de03fa3808b23d1add9409eb91be1",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0344,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5de6a517cd8da102a7edfd349b8b63532c3726f62a16d58ef1c20317d7113d8a"
      },
      "receipt_sha256": "5de6a517cd8da102a7edfd349b8b63532c3726f62a16d58ef1c20317d7113d8a"
    },
    {
      "storm_id": "928777",
      "lat": 33.6929,
      "lon": -107.4714,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 167.0,
      "ebshear": 9.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5371
        },
        {
          "name": "alignment",
          "value": -0.9574
        },
        {
          "name": "tau",
          "value": 0.2926
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0343
      },
      "coherence_score": 0.2925611436367035,
      "coherence_diagnostics": {
        "tau": 0.2925611436367035,
        "grad_tau": 0.007573969662189484,
        "torsion": 0.0,
        "alignment": -0.9573723077774048,
        "S_field": 0.04890162870287895,
        "Gamma_field": 0.6151066422462463,
        "S_over_Gamma": 0.07950105518102646,
        "Da": 37.09130096435547,
        "E_coh": 0.04771740734577179,
        "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": [
          [
            [
              -107.48,
              33.72
            ],
            [
              -107.44,
              33.72
            ],
            [
              -107.44,
              33.67
            ],
            [
              -107.46,
              33.65
            ],
            [
              -107.5,
              33.67
            ],
            [
              -107.5,
              33.7
            ],
            [
              -107.48,
              33.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0343,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "80cea9926ed7057dbfc54fb423687f7057c6fa7e580fdf777e8d7aa56eb4ab64",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0343,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5059182ffb542524fba92077c188504bd51c6e93f32417e0463d010bbefc9420"
      },
      "receipt_sha256": "5059182ffb542524fba92077c188504bd51c6e93f32417e0463d010bbefc9420"
    },
    {
      "storm_id": "928815",
      "lat": 34.6845,
      "lon": -83.0864,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1307.0,
      "ebshear": 13.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1621
        },
        {
          "name": "alignment",
          "value": 1.1039
        },
        {
          "name": "tau",
          "value": 1.915
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0343
      },
      "coherence_score": 1.9149906635284424,
      "coherence_diagnostics": {
        "tau": 1.9149906635284424,
        "grad_tau": 0.22947482764720917,
        "torsion": 0.0,
        "alignment": 1.1038568019866943,
        "S_field": 0.2511179447174072,
        "Gamma_field": 0.2826066017150879,
        "S_over_Gamma": 0.8885777592658997,
        "Da": 17.216339111328125,
        "E_coh": 0.6620191931724548,
        "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": [
          [
            [
              -83.11,
              34.73
            ],
            [
              -83.09,
              34.71
            ],
            [
              -83.05,
              34.71
            ],
            [
              -83.06,
              34.69
            ],
            [
              -83.05,
              34.68
            ],
            [
              -83.05,
              34.64
            ],
            [
              -83.06,
              34.63
            ],
            [
              -83.11,
              34.65
            ],
            [
              -83.13,
              34.67
            ],
            [
              -83.13,
              34.69
            ],
            [
              -83.11,
              34.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0343,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "80cea9926ed7057dbfc54fb423687f7057c6fa7e580fdf777e8d7aa56eb4ab64",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0343,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5059182ffb542524fba92077c188504bd51c6e93f32417e0463d010bbefc9420"
      },
      "receipt_sha256": "5059182ffb542524fba92077c188504bd51c6e93f32417e0463d010bbefc9420"
    },
    {
      "storm_id": "927241",
      "lat": 28.28,
      "lon": -82.5892,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3043.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0371
        },
        {
          "name": "alignment",
          "value": 0.1855
        },
        {
          "name": "tau",
          "value": 2.3666
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0342
      },
      "coherence_score": 2.366584300994873,
      "coherence_diagnostics": {
        "tau": 2.366584300994873,
        "grad_tau": 0.145298570394516,
        "torsion": 0.0,
        "alignment": 0.185491144657135,
        "S_field": 0.7161363959312439,
        "Gamma_field": 0.5967732667922974,
        "S_over_Gamma": 1.2000142335891724,
        "Da": 37.24932861328125,
        "E_coh": 0.9843981862068176,
        "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": [
          [
            [
              -82.62,
              28.32
            ],
            [
              -82.58,
              28.32
            ],
            [
              -82.54,
              28.3
            ],
            [
              -82.54,
              28.27
            ],
            [
              -82.53,
              28.26
            ],
            [
              -82.55,
              28.23
            ],
            [
              -82.59,
              28.23
            ],
            [
              -82.62,
              28.25
            ],
            [
              -82.62,
              28.27
            ],
            [
              -82.63,
              28.28
            ],
            [
              -82.63,
              28.31
            ],
            [
              -82.62,
              28.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0342,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1d792cf0a701e492ade4290ae178763c078a530730d7d63f4c80c03a44e0b167",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0342,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f4a9ef07981e7413c4bf1afb371db5faf7eaa4c6084f86ba8f4f709ea68a87e"
      },
      "receipt_sha256": "7f4a9ef07981e7413c4bf1afb371db5faf7eaa4c6084f86ba8f4f709ea68a87e"
    },
    {
      "storm_id": "928744",
      "lat": 34.4971,
      "lon": -82.7379,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1250.0,
      "ebshear": 11.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1621
        },
        {
          "name": "alignment",
          "value": 1.1039
        },
        {
          "name": "tau",
          "value": 1.915
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0342
      },
      "coherence_score": 1.9149906635284424,
      "coherence_diagnostics": {
        "tau": 1.9149906635284424,
        "grad_tau": 0.22947482764720917,
        "torsion": 0.0,
        "alignment": 1.1038568019866943,
        "S_field": 0.2511179447174072,
        "Gamma_field": 0.2826066017150879,
        "S_over_Gamma": 0.8885777592658997,
        "Da": 17.216339111328125,
        "E_coh": 0.6620191931724548,
        "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": [
          [
            [
              -82.75,
              34.53
            ],
            [
              -82.74,
              34.52
            ],
            [
              -82.73,
              34.53
            ],
            [
              -82.72,
              34.52
            ],
            [
              -82.7,
              34.53
            ],
            [
              -82.7,
              34.46
            ],
            [
              -82.71,
              34.45
            ],
            [
              -82.75,
              34.45
            ],
            [
              -82.76,
              34.46
            ],
            [
              -82.75,
              34.48
            ],
            [
              -82.76,
              34.49
            ],
            [
              -82.75,
              34.5
            ],
            [
              -82.76,
              34.51
            ],
            [
              -82.75,
              34.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0342,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1d792cf0a701e492ade4290ae178763c078a530730d7d63f4c80c03a44e0b167",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0342,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f4a9ef07981e7413c4bf1afb371db5faf7eaa4c6084f86ba8f4f709ea68a87e"
      },
      "receipt_sha256": "7f4a9ef07981e7413c4bf1afb371db5faf7eaa4c6084f86ba8f4f709ea68a87e"
    },
    {
      "storm_id": "928257",
      "lat": 38.6121,
      "lon": -94.7931,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 745.0,
      "ebshear": 13.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2871
        },
        {
          "name": "alignment",
          "value": 0.375
        },
        {
          "name": "tau",
          "value": 0.8736
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 0.873591423034668,
      "coherence_diagnostics": {
        "tau": 0.873591423034668,
        "grad_tau": 0.17532311379909515,
        "torsion": 0.0,
        "alignment": 0.3750353455543518,
        "S_field": 0.3617994487285614,
        "Gamma_field": 0.31010663509368896,
        "S_over_Gamma": 1.1666936874389648,
        "Da": 18.36874771118164,
        "E_coh": 0.9654272198677063,
        "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": [
          [
            [
              -94.78,
              38.67
            ],
            [
              -94.77,
              38.67
            ],
            [
              -94.76,
              38.67
            ],
            [
              -94.75,
              38.67
            ],
            [
              -94.74,
              38.66
            ],
            [
              -94.73,
              38.66
            ],
            [
              -94.73,
              38.65
            ],
            [
              -94.73,
              38.64
            ],
            [
              -94.73,
              38.63
            ],
            [
              -94.73,
              38.62
            ],
            [
              -94.73,
              38.61
            ],
            [
              -94.73,
              38.6
            ],
            [
              -94.74,
              38.6
            ],
            [
              -94.75,
              38.6
            ],
            [
              -94.76,
              38.6
            ],
            [
              -94.77,
              38.59
            ],
            [
              -94.78,
              38.58
            ],
            [
              -94.79,
              38.57
            ],
            [
              -94.8,
              38.57
            ],
            [
              -94.81,
              38.56
            ],
            [
              -94.82,
              38.56
            ],
            [
              -94.83,
              38.56
            ],
            [
              -94.84,
              38.56
            ],
            [
              -94.85,
              38.56
            ],
            [
              -94.84,
              38.56
            ],
            [
              -94.83,
              38.56
            ],
            [
              -94.82,
              38.56
            ],
            [
              -94.81,
              38.56
            ],
            [
              -94.8,
              38.57
            ],
            [
              -94.8,
              38.58
            ],
            [
              -94.8,
              38.59
            ],
            [
              -94.8,
              38.6
            ],
            [
              -94.8,
              38.61
            ],
            [
              -94.8,
              38.62
            ],
            [
              -94.81,
              38.63
            ],
            [
              -94.82,
              38.63
            ],
            [
              -94.83,
              38.63
            ],
            [
              -94.84,
              38.62
            ],
            [
              -94.85,
              38.61
            ],
            [
              -94.85,
              38.62
            ],
            [
              -94.85,
              38.63
            ],
            [
              -94.84,
              38.63
            ],
            [
              -94.83,
              38.63
            ],
            [
              -94.82,
              38.64
            ],
            [
              -94.81,
              38.65
            ],
            [
              -94.8,
              38.66
            ],
            [
              -94.79,
              38.66
            ],
            [
              -94.78,
              38.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
      },
      "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
    },
    {
      "storm_id": "928702",
      "lat": 39.2682,
      "lon": -93.59,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 476.0,
      "ebshear": 11.0,
      "srh01": 1.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4121
        },
        {
          "name": "alignment",
          "value": 1.6748
        },
        {
          "name": "tau",
          "value": 0.9657
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 0.9657288789749146,
      "coherence_diagnostics": {
        "tau": 0.9657288789749146,
        "grad_tau": 0.19353419542312622,
        "torsion": 0.0,
        "alignment": 1.6747994422912598,
        "S_field": 0.4474463164806366,
        "Gamma_field": 0.2901066243648529,
        "S_over_Gamma": 1.542351245880127,
        "Da": 17.49907112121582,
        "E_coh": 0.9048705101013184,
        "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": [
          [
            [
              -93.63,
              39.31
            ],
            [
              -93.55,
              39.29
            ],
            [
              -93.54,
              39.28
            ],
            [
              -93.54,
              39.27
            ],
            [
              -93.56,
              39.25
            ],
            [
              -93.55,
              39.23
            ],
            [
              -93.57,
              39.22
            ],
            [
              -93.62,
              39.22
            ],
            [
              -93.65,
              39.27
            ],
            [
              -93.65,
              39.3
            ],
            [
              -93.63,
              39.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
      },
      "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
    },
    {
      "storm_id": "928735",
      "lat": 38.9395,
      "lon": -87.8409,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1119.0,
      "ebshear": 16.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1621
        },
        {
          "name": "alignment",
          "value": 0.4995
        },
        {
          "name": "tau",
          "value": 1.0283
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 1.0282670259475708,
      "coherence_diagnostics": {
        "tau": 1.0282670259475708,
        "grad_tau": 0.14490073919296265,
        "torsion": 0.0,
        "alignment": 0.4995325803756714,
        "S_field": 0.06800074875354767,
        "Gamma_field": 0.8367732763290405,
        "S_over_Gamma": 0.08126544207334518,
        "Da": 51.168601989746094,
        "E_coh": 0.5324938893318176,
        "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": [
          [
            [
              -87.83,
              38.98
            ],
            [
              -87.81,
              38.98
            ],
            [
              -87.8,
              38.97
            ],
            [
              -87.79,
              38.98
            ],
            [
              -87.76,
              38.98
            ],
            [
              -87.75,
              38.96
            ],
            [
              -87.75,
              38.93
            ],
            [
              -87.76,
              38.92
            ],
            [
              -87.8,
              38.93
            ],
            [
              -87.84,
              38.91
            ],
            [
              -87.85,
              38.92
            ],
            [
              -87.86,
              38.9
            ],
            [
              -87.88,
              38.9
            ],
            [
              -87.89,
              38.89
            ],
            [
              -87.91,
              38.9
            ],
            [
              -87.94,
              38.9
            ],
            [
              -87.92,
              38.91
            ],
            [
              -87.9,
              38.95
            ],
            [
              -87.9,
              38.97
            ],
            [
              -87.88,
              38.97
            ],
            [
              -87.85,
              38.94
            ],
            [
              -87.83,
              38.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
      },
      "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
    },
    {
      "storm_id": "928770",
      "lat": 39.0654,
      "lon": -88.0123,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 896.0,
      "ebshear": 14.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1621
        },
        {
          "name": "alignment",
          "value": 0.4995
        },
        {
          "name": "tau",
          "value": 1.0283
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 1.0282670259475708,
      "coherence_diagnostics": {
        "tau": 1.0282670259475708,
        "grad_tau": 0.14490073919296265,
        "torsion": 0.0,
        "alignment": 0.4995325803756714,
        "S_field": 0.06800074875354767,
        "Gamma_field": 0.8367732763290405,
        "S_over_Gamma": 0.08126544207334518,
        "Da": 51.168601989746094,
        "E_coh": 0.5324938893318176,
        "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": [
          [
            [
              -88.05,
              39.11
            ],
            [
              -87.99,
              39.11
            ],
            [
              -87.99,
              39.09
            ],
            [
              -87.97,
              39.08
            ],
            [
              -87.96,
              39.06
            ],
            [
              -87.97,
              39.04
            ],
            [
              -87.99,
              39.04
            ],
            [
              -88.0,
              39.03
            ],
            [
              -88.03,
              39.03
            ],
            [
              -88.05,
              39.04
            ],
            [
              -88.06,
              39.05
            ],
            [
              -88.05,
              39.06
            ],
            [
              -88.05,
              39.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
      },
      "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
    },
    {
      "storm_id": "928802",
      "lat": 39.3933,
      "lon": -89.6344,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 826.0,
      "ebshear": 11.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2871
        },
        {
          "name": "alignment",
          "value": 0.4169
        },
        {
          "name": "tau",
          "value": 0.9686
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 0.9685828685760498,
      "coherence_diagnostics": {
        "tau": 0.9685828685760498,
        "grad_tau": 0.11721178889274597,
        "torsion": 0.0,
        "alignment": 0.41685670614242554,
        "S_field": 0.06753316521644592,
        "Gamma_field": 0.3484399616718292,
        "S_over_Gamma": 0.19381578266620636,
        "Da": 21.261892318725586,
        "E_coh": 0.35234078764915466,
        "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": [
          [
            [
              -89.66,
              39.43
            ],
            [
              -89.61,
              39.43
            ],
            [
              -89.61,
              39.38
            ],
            [
              -89.6,
              39.37
            ],
            [
              -89.6,
              39.35
            ],
            [
              -89.63,
              39.35
            ],
            [
              -89.67,
              39.38
            ],
            [
              -89.67,
              39.42
            ],
            [
              -89.66,
              39.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
      },
      "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
    },
    {
      "storm_id": "928803",
      "lat": 39.1208,
      "lon": -94.6183,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 961.0,
      "ebshear": 17.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1621
        },
        {
          "name": "alignment",
          "value": 0.4143
        },
        {
          "name": "tau",
          "value": 0.7877
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 0.7877323031425476,
      "coherence_diagnostics": {
        "tau": 0.7877323031425476,
        "grad_tau": 0.21057699620723724,
        "torsion": 0.0,
        "alignment": 0.41434866189956665,
        "S_field": 0.26030057668685913,
        "Gamma_field": 0.3367733061313629,
        "S_over_Gamma": 0.7729251980781555,
        "Da": 20.092023849487305,
        "E_coh": 0.8883256912231445,
        "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": [
          [
            [
              -94.63,
              39.16
            ],
            [
              -94.62,
              39.15
            ],
            [
              -94.58,
              39.14
            ],
            [
              -94.58,
              39.08
            ],
            [
              -94.57,
              39.06
            ],
            [
              -94.58,
              39.06
            ],
            [
              -94.62,
              39.11
            ],
            [
              -94.65,
              39.11
            ],
            [
              -94.66,
              39.12
            ],
            [
              -94.66,
              39.15
            ],
            [
              -94.64,
              39.15
            ],
            [
              -94.63,
              39.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
      },
      "receipt_sha256": "e98806d6e6b8b5069b329b98606fa543f02400fe1e5ae77d0a8a353e83a51928"
    },
    {
      "storm_id": "927750",
      "lat": 31.22,
      "lon": -105.198,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 857.0,
      "ebshear": 15.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9121
        },
        {
          "name": "alignment",
          "value": -0.8259
        },
        {
          "name": "tau",
          "value": 0.6382
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.034
      },
      "coherence_score": 0.6382187604904175,
      "coherence_diagnostics": {
        "tau": 0.6382187604904175,
        "grad_tau": 0.06378629803657532,
        "torsion": 0.0,
        "alignment": -0.8259311318397522,
        "S_field": 0.4755602777004242,
        "Gamma_field": 0.43427330255508423,
        "S_over_Gamma": 1.0950714349746704,
        "Da": 26.06606674194336,
        "E_coh": 0.9047147631645203,
        "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": [
          [
            [
              -105.21,
              31.26
            ],
            [
              -105.16,
              31.26
            ],
            [
              -105.15,
              31.24
            ],
            [
              -105.15,
              31.2
            ],
            [
              -105.19,
              31.17
            ],
            [
              -105.21,
              31.17
            ],
            [
              -105.23,
              31.19
            ],
            [
              -105.23,
              31.22
            ],
            [
              -105.24,
              31.23
            ],
            [
              -105.21,
              31.26
            ]
          ]
        ]
      },
      "raw_probability": 0.034,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8ca05c250cba6588cb79b4d6ff6d3c203045a2a30305ccd72527679119e9df5d",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.034,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b20a969bb01827a9aaf0b7d00acd14f54c36784918e850b216fb28f715bac6d"
      },
      "receipt_sha256": "7b20a969bb01827a9aaf0b7d00acd14f54c36784918e850b216fb28f715bac6d"
    },
    {
      "storm_id": "928238",
      "lat": 32.8389,
      "lon": -108.5811,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 522.0,
      "ebshear": 13.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2871
        },
        {
          "name": "alignment",
          "value": -0.6272
        },
        {
          "name": "tau",
          "value": 0.3336
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.034
      },
      "coherence_score": 0.3336417078971863,
      "coherence_diagnostics": {
        "tau": 0.3336417078971863,
        "grad_tau": 0.006313499063253403,
        "torsion": 0.0,
        "alignment": -0.6272088289260864,
        "S_field": 0.18897272646427155,
        "Gamma_field": 0.470939964056015,
        "S_over_Gamma": 0.4012671411037445,
        "Da": 29.338029861450195,
        "E_coh": 0.782572865486145,
        "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": [
          [
            [
              -108.54,
              32.89
            ],
            [
              -108.54,
              32.83
            ],
            [
              -108.58,
              32.79
            ],
            [
              -108.61,
              32.79
            ],
            [
              -108.62,
              32.8
            ],
            [
              -108.62,
              32.84
            ],
            [
              -108.6,
              32.86
            ],
            [
              -108.58,
              32.86
            ],
            [
              -108.54,
              32.89
            ]
          ]
        ]
      },
      "raw_probability": 0.034,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8ca05c250cba6588cb79b4d6ff6d3c203045a2a30305ccd72527679119e9df5d",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.034,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b20a969bb01827a9aaf0b7d00acd14f54c36784918e850b216fb28f715bac6d"
      },
      "receipt_sha256": "7b20a969bb01827a9aaf0b7d00acd14f54c36784918e850b216fb28f715bac6d"
    },
    {
      "storm_id": "928792",
      "lat": 31.2211,
      "lon": -105.3922,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 744.0,
      "ebshear": 15.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6621
        },
        {
          "name": "alignment",
          "value": 1.212
        },
        {
          "name": "tau",
          "value": 0.5283
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.034
      },
      "coherence_score": 0.528253436088562,
      "coherence_diagnostics": {
        "tau": 0.528253436088562,
        "grad_tau": 0.09152736514806747,
        "torsion": 0.0,
        "alignment": 1.2119985818862915,
        "S_field": 0.22470420598983765,
        "Gamma_field": 0.5359399318695068,
        "S_over_Gamma": 0.4192712604999542,
        "Da": 31.93983268737793,
        "E_coh": 0.7436138391494751,
        "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": [
          [
            [
              -105.41,
              31.25
            ],
            [
              -105.37,
              31.24
            ],
            [
              -105.36,
              31.23
            ],
            [
              -105.36,
              31.2
            ],
            [
              -105.37,
              31.19
            ],
            [
              -105.41,
              31.19
            ],
            [
              -105.42,
              31.2
            ],
            [
              -105.42,
              31.24
            ],
            [
              -105.41,
              31.25
            ]
          ]
        ]
      },
      "raw_probability": 0.034,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8ca05c250cba6588cb79b4d6ff6d3c203045a2a30305ccd72527679119e9df5d",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.034,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b20a969bb01827a9aaf0b7d00acd14f54c36784918e850b216fb28f715bac6d"
      },
      "receipt_sha256": "7b20a969bb01827a9aaf0b7d00acd14f54c36784918e850b216fb28f715bac6d"
    },
    {
      "storm_id": "927835",
      "lat": 39.001,
      "lon": -90.093,
      "motion_east": 1.4,
      "motion_south": 0.5,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1643.0,
      "ebshear": 15.0,
      "srh01": 2.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2871
        },
        {
          "name": "alignment",
          "value": 0.4169
        },
        {
          "name": "tau",
          "value": 0.9686
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.9685828685760498,
      "coherence_diagnostics": {
        "tau": 0.9685828685760498,
        "grad_tau": 0.11721178889274597,
        "torsion": 0.0,
        "alignment": 0.41685670614242554,
        "S_field": 0.06753316521644592,
        "Gamma_field": 0.3484399616718292,
        "S_over_Gamma": 0.19381578266620636,
        "Da": 21.261892318725586,
        "E_coh": 0.35234078764915466,
        "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": [
          [
            [
              -90.12,
              39.05
            ],
            [
              -90.07,
              39.05
            ],
            [
              -90.04,
              39.03
            ],
            [
              -90.04,
              38.98
            ],
            [
              -90.05,
              38.96
            ],
            [
              -90.07,
              38.95
            ],
            [
              -90.1,
              38.95
            ],
            [
              -90.16,
              38.98
            ],
            [
              -90.16,
              39.01
            ],
            [
              -90.12,
              39.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928395",
      "lat": 32.57,
      "lon": -96.3775,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1749.0,
      "ebshear": 11.0,
      "srh01": 25.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4121
        },
        {
          "name": "alignment",
          "value": 0.8843
        },
        {
          "name": "tau",
          "value": 1.3068
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 1.3068323135375977,
      "coherence_diagnostics": {
        "tau": 1.3068323135375977,
        "grad_tau": 0.3004871904850006,
        "torsion": 0.0,
        "alignment": 0.8843032717704773,
        "S_field": 0.24771395325660706,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.2226351499557495,
        "Da": 11.38577938079834,
        "E_coh": 0.9534480571746826,
        "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": [
          [
            [
              -96.36,
              32.64
            ],
            [
              -96.36,
              32.61
            ],
            [
              -96.34,
              32.59
            ],
            [
              -96.34,
              32.54
            ],
            [
              -96.36,
              32.51
            ],
            [
              -96.37,
              32.52
            ],
            [
              -96.4,
              32.52
            ],
            [
              -96.41,
              32.51
            ],
            [
              -96.43,
              32.55
            ],
            [
              -96.43,
              32.59
            ],
            [
              -96.37,
              32.62
            ],
            [
              -96.36,
              32.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928472",
      "lat": 38.96,
      "lon": -92.6378,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1929.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5371
        },
        {
          "name": "alignment",
          "value": -0.0805
        },
        {
          "name": "tau",
          "value": 1.0799
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 1.0799484252929688,
      "coherence_diagnostics": {
        "tau": 1.0799484252929688,
        "grad_tau": 0.13271021842956543,
        "torsion": 0.0,
        "alignment": -0.08046197891235352,
        "S_field": 0.5299660563468933,
        "Gamma_field": 0.28927329182624817,
        "S_over_Gamma": 1.8320600986480713,
        "Da": 17.29351234436035,
        "E_coh": 0.9268988966941833,
        "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": [
          [
            [
              -92.65,
              39.0
            ],
            [
              -92.62,
              39.0
            ],
            [
              -92.58,
              38.97
            ],
            [
              -92.59,
              38.93
            ],
            [
              -92.61,
              38.91
            ],
            [
              -92.67,
              38.91
            ],
            [
              -92.69,
              38.94
            ],
            [
              -92.68,
              38.98
            ],
            [
              -92.65,
              39.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928573",
      "lat": 38.825,
      "lon": -87.7333,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1544.0,
      "ebshear": 17.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.1621
        },
        {
          "name": "alignment",
          "value": 0.4995
        },
        {
          "name": "tau",
          "value": 1.0283
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 1.0282670259475708,
      "coherence_diagnostics": {
        "tau": 1.0282670259475708,
        "grad_tau": 0.14490073919296265,
        "torsion": 0.0,
        "alignment": 0.4995325803756714,
        "S_field": 0.06800074875354767,
        "Gamma_field": 0.8367732763290405,
        "S_over_Gamma": 0.08126544207334518,
        "Da": 51.168601989746094,
        "E_coh": 0.5324938893318176,
        "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": [
          [
            [
              -87.76,
              38.87
            ],
            [
              -87.75,
              38.86
            ],
            [
              -87.74,
              38.87
            ],
            [
              -87.72,
              38.85
            ],
            [
              -87.71,
              38.8
            ],
            [
              -87.69,
              38.78
            ],
            [
              -87.65,
              38.79
            ],
            [
              -87.64,
              38.77
            ],
            [
              -87.78,
              38.78
            ],
            [
              -87.8,
              38.81
            ],
            [
              -87.8,
              38.85
            ],
            [
              -87.76,
              38.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928636",
      "lat": 38.9233,
      "lon": -94.7967,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1069.0,
      "ebshear": 16.0,
      "srh01": 7.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1621
        },
        {
          "name": "alignment",
          "value": 0.4143
        },
        {
          "name": "tau",
          "value": 0.7877
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.7877323031425476,
      "coherence_diagnostics": {
        "tau": 0.7877323031425476,
        "grad_tau": 0.21057699620723724,
        "torsion": 0.0,
        "alignment": 0.41434866189956665,
        "S_field": 0.26030057668685913,
        "Gamma_field": 0.3367733061313629,
        "S_over_Gamma": 0.7729251980781555,
        "Da": 20.092023849487305,
        "E_coh": 0.8883256912231445,
        "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": [
          [
            [
              -94.82,
              38.96
            ],
            [
              -94.77,
              38.96
            ],
            [
              -94.75,
              38.94
            ],
            [
              -94.76,
              38.89
            ],
            [
              -94.78,
              38.88
            ],
            [
              -94.81,
              38.88
            ],
            [
              -94.83,
              38.9
            ],
            [
              -94.83,
              38.94
            ],
            [
              -94.82,
              38.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928638",
      "lat": 38.8156,
      "lon": -93.9811,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1496.0,
      "ebshear": 16.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1621
        },
        {
          "name": "alignment",
          "value": 0.4143
        },
        {
          "name": "tau",
          "value": 0.7877
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.7877323031425476,
      "coherence_diagnostics": {
        "tau": 0.7877323031425476,
        "grad_tau": 0.21057699620723724,
        "torsion": 0.0,
        "alignment": 0.41434866189956665,
        "S_field": 0.26030057668685913,
        "Gamma_field": 0.3367733061313629,
        "S_over_Gamma": 0.7729251980781555,
        "Da": 20.092023849487305,
        "E_coh": 0.8883256912231445,
        "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": [
          [
            [
              -93.99,
              38.85
            ],
            [
              -93.97,
              38.85
            ],
            [
              -93.94,
              38.83
            ],
            [
              -93.94,
              38.8
            ],
            [
              -93.98,
              38.77
            ],
            [
              -94.0,
              38.77
            ],
            [
              -94.01,
              38.79
            ],
            [
              -94.01,
              38.83
            ],
            [
              -93.99,
              38.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928734",
      "lat": 38.94,
      "lon": -94.3812,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1115.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1621
        },
        {
          "name": "alignment",
          "value": 0.4143
        },
        {
          "name": "tau",
          "value": 0.7877
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.7877323031425476,
      "coherence_diagnostics": {
        "tau": 0.7877323031425476,
        "grad_tau": 0.21057699620723724,
        "torsion": 0.0,
        "alignment": 0.41434866189956665,
        "S_field": 0.26030057668685913,
        "Gamma_field": 0.3367733061313629,
        "S_over_Gamma": 0.7729251980781555,
        "Da": 20.092023849487305,
        "E_coh": 0.8883256912231445,
        "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": [
          [
            [
              -94.42,
              38.98
            ],
            [
              -94.35,
              38.98
            ],
            [
              -94.34,
              38.97
            ],
            [
              -94.34,
              38.89
            ],
            [
              -94.36,
              38.9
            ],
            [
              -94.4,
              38.9
            ],
            [
              -94.42,
              38.92
            ],
            [
              -94.42,
              38.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928804",
      "lat": 39.0988,
      "lon": -89.7479,
      "motion_east": 2.3,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1402.0,
      "ebshear": 13.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2871
        },
        {
          "name": "alignment",
          "value": 0.4169
        },
        {
          "name": "tau",
          "value": 0.9686
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.9685828685760498,
      "coherence_diagnostics": {
        "tau": 0.9685828685760498,
        "grad_tau": 0.11721178889274597,
        "torsion": 0.0,
        "alignment": 0.41685670614242554,
        "S_field": 0.06753316521644592,
        "Gamma_field": 0.3484399616718292,
        "S_over_Gamma": 0.19381578266620636,
        "Da": 21.261892318725586,
        "E_coh": 0.35234078764915466,
        "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": [
          [
            [
              -89.76,
              39.14
            ],
            [
              -89.75,
              39.14
            ],
            [
              -89.74,
              39.14
            ],
            [
              -89.73,
              39.14
            ],
            [
              -89.72,
              39.14
            ],
            [
              -89.72,
              39.13
            ],
            [
              -89.71,
              39.12
            ],
            [
              -89.7,
              39.12
            ],
            [
              -89.7,
              39.11
            ],
            [
              -89.69,
              39.1
            ],
            [
              -89.69,
              39.09
            ],
            [
              -89.69,
              39.08
            ],
            [
              -89.7,
              39.08
            ],
            [
              -89.71,
              39.08
            ],
            [
              -89.72,
              39.07
            ],
            [
              -89.73,
              39.07
            ],
            [
              -89.74,
              39.07
            ],
            [
              -89.75,
              39.07
            ],
            [
              -89.76,
              39.07
            ],
            [
              -89.77,
              39.07
            ],
            [
              -89.78,
              39.08
            ],
            [
              -89.79,
              39.08
            ],
            [
              -89.8,
              39.07
            ],
            [
              -89.81,
              39.07
            ],
            [
              -89.81,
              39.08
            ],
            [
              -89.8,
              39.08
            ],
            [
              -89.79,
              39.08
            ],
            [
              -89.78,
              39.09
            ],
            [
              -89.78,
              39.1
            ],
            [
              -89.77,
              39.11
            ],
            [
              -89.77,
              39.12
            ],
            [
              -89.76,
              39.13
            ],
            [
              -89.76,
              39.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0339,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
      },
      "receipt_sha256": "85ec1d03e504c9f5ac22d4c57e7e13d03c5b2897da6b868754fb0fc8f6e0e483"
    },
    {
      "storm_id": "928784",
      "lat": 31.9144,
      "lon": -102.3031,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1019.0,
      "ebshear": 7.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5371
        },
        {
          "name": "alignment",
          "value": 2.899
        },
        {
          "name": "tau",
          "value": 0.8853
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0337
      },
      "coherence_score": 0.885303795337677,
      "coherence_diagnostics": {
        "tau": 0.885303795337677,
        "grad_tau": 0.18750692903995514,
        "torsion": 0.0,
        "alignment": 2.8990018367767334,
        "S_field": 0.2762911021709442,
        "Gamma_field": 0.31677329540252686,
        "S_over_Gamma": 0.8722045421600342,
        "Da": 20.709075927734375,
        "E_coh": 0.8564566969871521,
        "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": [
          [
            [
              -102.32,
              31.96
            ],
            [
              -102.28,
              31.94
            ],
            [
              -102.25,
              31.94
            ],
            [
              -102.27,
              31.91
            ],
            [
              -102.25,
              31.9
            ],
            [
              -102.27,
              31.89
            ],
            [
              -102.25,
              31.87
            ],
            [
              -102.28,
              31.87
            ],
            [
              -102.29,
              31.88
            ],
            [
              -102.32,
              31.87
            ],
            [
              -102.34,
              31.89
            ],
            [
              -102.34,
              31.91
            ],
            [
              -102.37,
              31.94
            ],
            [
              -102.37,
              31.95
            ],
            [
              -102.33,
              31.95
            ],
            [
              -102.32,
              31.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0337,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7195670b7c78be210c90db3840a07ee201c713c218fecd8e7c80761244c5f25f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0337,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43f60e9684702da685f2de06ab85b51fd21dd5a1fa1cf083c933e66541083f8a"
      },
      "receipt_sha256": "43f60e9684702da685f2de06ab85b51fd21dd5a1fa1cf083c933e66541083f8a"
    },
    {
      "storm_id": "928461",
      "lat": 30.4664,
      "lon": -102.8821,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 935.0,
      "ebshear": 14.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7871
        },
        {
          "name": "alignment",
          "value": 0.0474
        },
        {
          "name": "tau",
          "value": 0.6371
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0335
      },
      "coherence_score": 0.6371338367462158,
      "coherence_diagnostics": {
        "tau": 0.6371338367462158,
        "grad_tau": 0.07837291806936264,
        "torsion": 0.0,
        "alignment": 0.04740297794342041,
        "S_field": 0.1493331491947174,
        "Gamma_field": 0.4842732846736908,
        "S_over_Gamma": 0.30836546421051025,
        "Da": 29.461688995361328,
        "E_coh": 0.0384853221476078,
        "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": [
          [
            [
              -102.86,
              30.52
            ],
            [
              -102.82,
              30.52
            ],
            [
              -102.81,
              30.51
            ],
            [
              -102.81,
              30.45
            ],
            [
              -102.86,
              30.4
            ],
            [
              -102.91,
              30.4
            ],
            [
              -102.93,
              30.41
            ],
            [
              -102.94,
              30.43
            ],
            [
              -102.93,
              30.44
            ],
            [
              -102.93,
              30.46
            ],
            [
              -102.91,
              30.48
            ],
            [
              -102.9,
              30.48
            ],
            [
              -102.88,
              30.51
            ],
            [
              -102.86,
              30.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0335,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "9095dc20545b5d8bfdbf31d9dffcdbe8ee06973720f2269ffcea211f30749bb3",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0335,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93c1ff0f3779afe5ca74d944217e44f7123fb5671e10d3cddfd7d625be366e11"
      },
      "receipt_sha256": "93c1ff0f3779afe5ca74d944217e44f7123fb5671e10d3cddfd7d625be366e11"
    },
    {
      "storm_id": "928540",
      "lat": 44.2121,
      "lon": -103.8007,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 197.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5371
        },
        {
          "name": "alignment",
          "value": 4.3388
        },
        {
          "name": "tau",
          "value": 0.2956
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0334
      },
      "coherence_score": 0.29560720920562744,
      "coherence_diagnostics": {
        "tau": 0.29560720920562744,
        "grad_tau": 0.038459137082099915,
        "torsion": 0.0,
        "alignment": 4.338838577270508,
        "S_field": 0.36294716596603394,
        "Gamma_field": 0.8034399747848511,
        "S_over_Gamma": 0.451741486787796,
        "Da": 49.32084655761719,
        "E_coh": 0.7413352131843567,
        "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": [
          [
            [
              -103.85,
              44.26
            ],
            [
              -103.75,
              44.26
            ],
            [
              -103.74,
              44.25
            ],
            [
              -103.74,
              44.22
            ],
            [
              -103.76,
              44.2
            ],
            [
              -103.75,
              44.18
            ],
            [
              -103.76,
              44.17
            ],
            [
              -103.8,
              44.17
            ],
            [
              -103.81,
              44.16
            ],
            [
              -103.84,
              44.17
            ],
            [
              -103.84,
              44.19
            ],
            [
              -103.86,
              44.23
            ],
            [
              -103.86,
              44.25
            ],
            [
              -103.85,
              44.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0334,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "340575ea2f5d613d7a016d890cf25004de3854b10ffdd40a9ea302c9745e2a2f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0334,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d13e38a611e55360e59a85f7a8f8fb3ae5540ae862f4281e7c16720246f5543"
      },
      "receipt_sha256": "3d13e38a611e55360e59a85f7a8f8fb3ae5540ae862f4281e7c16720246f5543"
    },
    {
      "storm_id": "928618",
      "lat": 34.5792,
      "lon": -83.31,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1778.0,
      "ebshear": 14.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1621
        },
        {
          "name": "alignment",
          "value": 1.1039
        },
        {
          "name": "tau",
          "value": 1.915
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0334
      },
      "coherence_score": 1.9149906635284424,
      "coherence_diagnostics": {
        "tau": 1.9149906635284424,
        "grad_tau": 0.22947482764720917,
        "torsion": 0.0,
        "alignment": 1.1038568019866943,
        "S_field": 0.2511179447174072,
        "Gamma_field": 0.2826066017150879,
        "S_over_Gamma": 0.8885777592658997,
        "Da": 17.216339111328125,
        "E_coh": 0.6620191931724548,
        "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": [
          [
            [
              -83.31,
              34.63
            ],
            [
              -83.28,
              34.61
            ],
            [
              -83.25,
              34.61
            ],
            [
              -83.25,
              34.56
            ],
            [
              -83.26,
              34.56
            ],
            [
              -83.28,
              34.53
            ],
            [
              -83.32,
              34.53
            ],
            [
              -83.33,
              34.54
            ],
            [
              -83.35,
              34.54
            ],
            [
              -83.37,
              34.57
            ],
            [
              -83.37,
              34.61
            ],
            [
              -83.35,
              34.61
            ],
            [
              -83.31,
              34.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0334,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "340575ea2f5d613d7a016d890cf25004de3854b10ffdd40a9ea302c9745e2a2f",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0334,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d13e38a611e55360e59a85f7a8f8fb3ae5540ae862f4281e7c16720246f5543"
      },
      "receipt_sha256": "3d13e38a611e55360e59a85f7a8f8fb3ae5540ae862f4281e7c16720246f5543"
    },
    {
      "storm_id": "927794",
      "lat": 38.7429,
      "lon": -90.2471,
      "motion_east": 1.3,
      "motion_south": 0.6,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1927.0,
      "ebshear": 19.0,
      "srh01": 6.0,
      "maxllaz": 0.005,
      "mesh": 0.29,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5371
        },
        {
          "name": "alignment",
          "value": -0.142
        },
        {
          "name": "tau",
          "value": 0.9492
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0333
      },
      "coherence_score": 0.9491816759109497,
      "coherence_diagnostics": {
        "tau": 0.9491816759109497,
        "grad_tau": 0.07179253548383713,
        "torsion": 0.0,
        "alignment": -0.14199812710285187,
        "S_field": 0.08133730292320251,
        "Gamma_field": 0.4659399688243866,
        "S_over_Gamma": 0.17456606030464172,
        "Da": 28.106761932373047,
        "E_coh": 0.29826974868774414,
        "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": [
          [
            [
              -90.26,
              38.87
            ],
            [
              -90.23,
              38.87
            ],
            [
              -90.21,
              38.83
            ],
            [
              -90.21,
              38.79
            ],
            [
              -90.16,
              38.72
            ],
            [
              -90.16,
              38.65
            ],
            [
              -90.21,
              38.6
            ],
            [
              -90.23,
              38.6
            ],
            [
              -90.27,
              38.63
            ],
            [
              -90.28,
              38.65
            ],
            [
              -90.28,
              38.68
            ],
            [
              -90.29,
              38.69
            ],
            [
              -90.29,
              38.77
            ],
            [
              -90.28,
              38.78
            ],
            [
              -90.29,
              38.8
            ],
            [
              -90.29,
              38.83
            ],
            [
              -90.26,
              38.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0333,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "eaf4cb832d025b2c7e2efb8e90612ce18caf89d7edb7388eb4d912270eeaca1c",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0333,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09347abc06eeba713fff933a720578fa10be3c01011e31c2deb8c64a05bbf4d4"
      },
      "receipt_sha256": "09347abc06eeba713fff933a720578fa10be3c01011e31c2deb8c64a05bbf4d4"
    },
    {
      "storm_id": "928739",
      "lat": 38.2769,
      "lon": -94.9777,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 510.0,
      "ebshear": 8.0,
      "srh01": 3.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9121
        },
        {
          "name": "alignment",
          "value": -1.0903
        },
        {
          "name": "tau",
          "value": 0.6943
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0332
      },
      "coherence_score": 0.6943367719650269,
      "coherence_diagnostics": {
        "tau": 0.6943367719650269,
        "grad_tau": 0.1892046183347702,
        "torsion": 0.0,
        "alignment": -1.0903432369232178,
        "S_field": 0.3643380105495453,
        "Gamma_field": 0.2901066243648529,
        "S_over_Gamma": 1.2558761835098267,
        "Da": 17.09971046447754,
        "E_coh": 0.969487190246582,
        "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": [
          [
            [
              -95.0,
              38.31
            ],
            [
              -94.92,
              38.31
            ],
            [
              -94.91,
              38.3
            ],
            [
              -94.93,
              38.28
            ],
            [
              -94.93,
              38.26
            ],
            [
              -94.94,
              38.25
            ],
            [
              -94.96,
              38.24
            ],
            [
              -95.02,
              38.24
            ],
            [
              -95.03,
              38.25
            ],
            [
              -95.03,
              38.27
            ],
            [
              -95.02,
              38.28
            ],
            [
              -95.02,
              38.3
            ],
            [
              -95.0,
              38.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0332,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c372a56c54bf4aec1dc982925dcf26547135f29f0957afc5dc3dc3e88a128445",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0332,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b162d2a6521ec6be1e02ed45ca0a5d229ad7cc9a9264387d6e2d88047ba2c065"
      },
      "receipt_sha256": "b162d2a6521ec6be1e02ed45ca0a5d229ad7cc9a9264387d6e2d88047ba2c065"
    },
    {
      "storm_id": "928486",
      "lat": 31.9806,
      "lon": -108.2419,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 740.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7871
        },
        {
          "name": "alignment",
          "value": -1.9835
        },
        {
          "name": "tau",
          "value": 0.3399
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0331
      },
      "coherence_score": 0.3398853540420532,
      "coherence_diagnostics": {
        "tau": 0.3398853540420532,
        "grad_tau": 0.0710972473025322,
        "torsion": 0.0,
        "alignment": -1.9834647178649902,
        "S_field": 0.09235014021396637,
        "Gamma_field": 0.6242732405662537,
        "S_over_Gamma": 0.1479322463274002,
        "Da": 37.827674865722656,
        "E_coh": 0.20455704629421234,
        "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": [
          [
            [
              -108.25,
              32.03
            ],
            [
              -108.21,
              32.03
            ],
            [
              -108.2,
              32.02
            ],
            [
              -108.19,
              32.03
            ],
            [
              -108.17,
              32.03
            ],
            [
              -108.17,
              32.02
            ],
            [
              -108.19,
              32.0
            ],
            [
              -108.2,
              31.94
            ],
            [
              -108.23,
              31.89
            ],
            [
              -108.26,
              31.89
            ],
            [
              -108.28,
              31.9
            ],
            [
              -108.31,
              31.93
            ],
            [
              -108.32,
              31.97
            ],
            [
              -108.33,
              31.98
            ],
            [
              -108.31,
              32.0
            ],
            [
              -108.25,
              32.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0331,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "81f35d5c10e4735a1d83bbd4e13d12997b56099df1c4ad66b6cb6ec8065c174a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0331,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffe172a53c4888aae4e1406ee3aa06456f5c258f123f336fe9f31f508c2a3cea"
      },
      "receipt_sha256": "ffe172a53c4888aae4e1406ee3aa06456f5c258f123f336fe9f31f508c2a3cea"
    },
    {
      "storm_id": "928639",
      "lat": 38.1463,
      "lon": -85.6875,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1986.0,
      "ebshear": 11.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2871
        },
        {
          "name": "alignment",
          "value": -0.9376
        },
        {
          "name": "tau",
          "value": 1.4301
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0331
      },
      "coherence_score": 1.4301007986068726,
      "coherence_diagnostics": {
        "tau": 1.4301007986068726,
        "grad_tau": 0.19827985763549805,
        "torsion": 0.0,
        "alignment": -0.9376407861709595,
        "S_field": 0.15985755622386932,
        "Gamma_field": 0.5659399628639221,
        "S_over_Gamma": 0.28246381878852844,
        "Da": 34.53440475463867,
        "E_coh": 0.7923631072044373,
        "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": [
          [
            [
              -85.73,
              38.21
            ],
            [
              -85.68,
              38.21
            ],
            [
              -85.68,
              38.2
            ],
            [
              -85.63,
              38.16
            ],
            [
              -85.63,
              38.14
            ],
            [
              -85.62,
              38.13
            ],
            [
              -85.62,
              38.09
            ],
            [
              -85.63,
              38.08
            ],
            [
              -85.65,
              38.09
            ],
            [
              -85.7,
              38.08
            ],
            [
              -85.71,
              38.12
            ],
            [
              -85.73,
              38.14
            ],
            [
              -85.76,
              38.14
            ],
            [
              -85.76,
              38.16
            ],
            [
              -85.74,
              38.18
            ],
            [
              -85.73,
              38.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0331,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "81f35d5c10e4735a1d83bbd4e13d12997b56099df1c4ad66b6cb6ec8065c174a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0331,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffe172a53c4888aae4e1406ee3aa06456f5c258f123f336fe9f31f508c2a3cea"
      },
      "receipt_sha256": "ffe172a53c4888aae4e1406ee3aa06456f5c258f123f336fe9f31f508c2a3cea"
    },
    {
      "storm_id": "928650",
      "lat": 31.0609,
      "lon": -109.5818,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 812.0,
      "ebshear": 9.0,
      "srh01": 3.0,
      "maxllaz": 0.004,
      "mesh": 0.77,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0371
        },
        {
          "name": "alignment",
          "value": 0.1004
        },
        {
          "name": "tau",
          "value": 0.3402
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0331
      },
      "coherence_score": 0.340204656124115,
      "coherence_diagnostics": {
        "tau": 0.340204656124115,
        "grad_tau": 0.11036704480648041,
        "torsion": 0.0,
        "alignment": 0.10040181875228882,
        "S_field": 0.08290666341781616,
        "Gamma_field": 0.9167733192443848,
        "S_over_Gamma": 0.09043311327695847,
        "Da": 54.25313949584961,
        "E_coh": 0.6689147353172302,
        "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": [
          [
            [
              -109.61,
              31.11
            ],
            [
              -109.56,
              31.11
            ],
            [
              -109.55,
              31.07
            ],
            [
              -109.54,
              31.06
            ],
            [
              -109.54,
              31.03
            ],
            [
              -109.56,
              31.01
            ],
            [
              -109.58,
              31.02
            ],
            [
              -109.61,
              31.02
            ],
            [
              -109.62,
              31.03
            ],
            [
              -109.62,
              31.1
            ],
            [
              -109.61,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0331,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "81f35d5c10e4735a1d83bbd4e13d12997b56099df1c4ad66b6cb6ec8065c174a",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0331,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffe172a53c4888aae4e1406ee3aa06456f5c258f123f336fe9f31f508c2a3cea"
      },
      "receipt_sha256": "ffe172a53c4888aae4e1406ee3aa06456f5c258f123f336fe9f31f508c2a3cea"
    },
    {
      "storm_id": "928365",
      "lat": 31.0431,
      "lon": -109.0368,
      "motion_east": -2.0,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 942.0,
      "ebshear": 17.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.61,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0371
        },
        {
          "name": "alignment",
          "value": 0.1004
        },
        {
          "name": "tau",
          "value": 0.3402
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 0.340204656124115,
      "coherence_diagnostics": {
        "tau": 0.340204656124115,
        "grad_tau": 0.11036704480648041,
        "torsion": 0.0,
        "alignment": 0.10040181875228882,
        "S_field": 0.08290666341781616,
        "Gamma_field": 0.9167733192443848,
        "S_over_Gamma": 0.09043311327695847,
        "Da": 54.25313949584961,
        "E_coh": 0.6689147353172302,
        "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": [
          [
            [
              -109.01,
              31.11
            ],
            [
              -109.0,
              31.11
            ],
            [
              -109.0,
              31.1
            ],
            [
              -109.0,
              31.09
            ],
            [
              -108.99,
              31.08
            ],
            [
              -108.98,
              31.08
            ],
            [
              -108.97,
              31.08
            ],
            [
              -108.96,
              31.08
            ],
            [
              -108.95,
              31.08
            ],
            [
              -108.94,
              31.08
            ],
            [
              -108.94,
              31.07
            ],
            [
              -108.93,
              31.06
            ],
            [
              -108.93,
              31.05
            ],
            [
              -108.92,
              31.04
            ],
            [
              -108.92,
              31.03
            ],
            [
              -108.92,
              31.02
            ],
            [
              -108.92,
              31.01
            ],
            [
              -108.92,
              31.0
            ],
            [
              -108.92,
              30.99
            ],
            [
              -108.93,
              30.98
            ],
            [
              -108.94,
              30.97
            ],
            [
              -108.95,
              30.97
            ],
            [
              -108.96,
              30.96
            ],
            [
              -108.97,
              30.96
            ],
            [
              -108.98,
              30.96
            ],
            [
              -108.99,
              30.96
            ],
            [
              -109.0,
              30.96
            ],
            [
              -109.01,
              30.96
            ],
            [
              -109.02,
              30.97
            ],
            [
              -109.03,
              30.97
            ],
            [
              -109.04,
              30.97
            ],
            [
              -109.05,
              30.97
            ],
            [
              -109.06,
              30.98
            ],
            [
              -109.07,
              30.98
            ],
            [
              -109.08,
              30.99
            ],
            [
              -109.09,
              30.99
            ],
            [
              -109.09,
              31.0
            ],
            [
              -109.09,
              31.01
            ],
            [
              -109.1,
              31.02
            ],
            [
              -109.1,
              31.03
            ],
            [
              -109.11,
              31.04
            ],
            [
              -109.12,
              31.05
            ],
            [
              -109.13,
              31.05
            ],
            [
              -109.14,
              31.05
            ],
            [
              -109.14,
              31.06
            ],
            [
              -109.15,
              31.07
            ],
            [
              -109.15,
              31.08
            ],
            [
              -109.16,
              31.09
            ],
            [
              -109.16,
              31.1
            ],
            [
              -109.15,
              31.1
            ],
            [
              -109.14,
              31.1
            ],
            [
              -109.13,
              31.1
            ],
            [
              -109.12,
              31.1
            ],
            [
              -109.11,
              31.1
            ],
            [
              -109.12,
              31.09
            ],
            [
              -109.12,
              31.08
            ],
            [
              -109.12,
              31.07
            ],
            [
              -109.11,
              31.06
            ],
            [
              -109.1,
              31.07
            ],
            [
              -109.09,
              31.07
            ],
            [
              -109.08,
              31.07
            ],
            [
              -109.07,
              31.07
            ],
            [
              -109.06,
              31.06
            ],
            [
              -109.05,
              31.05
            ],
            [
              -109.04,
              31.05
            ],
            [
              -109.03,
              31.06
            ],
            [
              -109.02,
              31.07
            ],
            [
              -109.01,
              31.08
            ],
            [
              -109.0,
              31.09
            ],
            [
              -109.0,
              31.1
            ],
            [
              -109.01,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0329,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4183d534bcab7188ffd92f0c5366523abfb7e1809a270f63333adf3b50e496a2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0329,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
      },
      "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
    },
    {
      "storm_id": "928652",
      "lat": 30.9164,
      "lon": -109.38,
      "motion_east": 1.7,
      "motion_south": -1.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 807.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.5,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0371
        },
        {
          "name": "alignment",
          "value": 0.1004
        },
        {
          "name": "tau",
          "value": 0.3402
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 0.340204656124115,
      "coherence_diagnostics": {
        "tau": 0.340204656124115,
        "grad_tau": 0.11036704480648041,
        "torsion": 0.0,
        "alignment": 0.10040181875228882,
        "S_field": 0.08290666341781616,
        "Gamma_field": 0.9167733192443848,
        "S_over_Gamma": 0.09043311327695847,
        "Da": 54.25313949584961,
        "E_coh": 0.6689147353172302,
        "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,
              30.95
            ],
            [
              -109.35,
              30.95
            ],
            [
              -109.34,
              30.94
            ],
            [
              -109.34,
              30.9
            ],
            [
              -109.37,
              30.87
            ],
            [
              -109.39,
              30.89
            ],
            [
              -109.41,
              30.89
            ],
            [
              -109.42,
              30.9
            ],
            [
              -109.41,
              30.91
            ],
            [
              -109.41,
              30.93
            ],
            [
              -109.37,
              30.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0329,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4183d534bcab7188ffd92f0c5366523abfb7e1809a270f63333adf3b50e496a2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0329,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
      },
      "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
    },
    {
      "storm_id": "928676",
      "lat": 33.5075,
      "lon": -114.12,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 486.0,
      "ebshear": 14.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2871
        },
        {
          "name": "alignment",
          "value": 1.2097
        },
        {
          "name": "tau",
          "value": 0.386
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 0.3860207200050354,
      "coherence_diagnostics": {
        "tau": 0.3860207200050354,
        "grad_tau": 0.028612757101655006,
        "torsion": 0.0,
        "alignment": 1.209693193435669,
        "S_field": 0.0481267012655735,
        "Gamma_field": 0.41343995928764343,
        "S_over_Gamma": 0.11640553921461105,
        "Da": 25.368947982788086,
        "E_coh": 0.6185774207115173,
        "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": [
          [
            [
              -114.16,
              33.55
            ],
            [
              -114.12,
              33.55
            ],
            [
              -114.09,
              33.52
            ],
            [
              -114.07,
              33.47
            ],
            [
              -114.08,
              33.46
            ],
            [
              -114.12,
              33.46
            ],
            [
              -114.16,
              33.5
            ],
            [
              -114.16,
              33.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0329,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4183d534bcab7188ffd92f0c5366523abfb7e1809a270f63333adf3b50e496a2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0329,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
      },
      "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
    },
    {
      "storm_id": "928685",
      "lat": 30.4655,
      "lon": -103.2755,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 591.0,
      "ebshear": 8.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7871
        },
        {
          "name": "alignment",
          "value": 0.0474
        },
        {
          "name": "tau",
          "value": 0.6371
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 0.6371338367462158,
      "coherence_diagnostics": {
        "tau": 0.6371338367462158,
        "grad_tau": 0.07837291806936264,
        "torsion": 0.0,
        "alignment": 0.04740297794342041,
        "S_field": 0.1493331491947174,
        "Gamma_field": 0.4842732846736908,
        "S_over_Gamma": 0.30836546421051025,
        "Da": 29.461688995361328,
        "E_coh": 0.0384853221476078,
        "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": [
          [
            [
              -103.3,
              30.51
            ],
            [
              -103.27,
              30.51
            ],
            [
              -103.22,
              30.46
            ],
            [
              -103.22,
              30.44
            ],
            [
              -103.25,
              30.42
            ],
            [
              -103.24,
              30.41
            ],
            [
              -103.26,
              30.41
            ],
            [
              -103.33,
              30.45
            ],
            [
              -103.33,
              30.5
            ],
            [
              -103.31,
              30.5
            ],
            [
              -103.3,
              30.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0329,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4183d534bcab7188ffd92f0c5366523abfb7e1809a270f63333adf3b50e496a2",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0329,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
      },
      "receipt_sha256": "fb7d3f19b88753203d00e325f27b8f9ed5491ab11974c7132e895f64eb9f5624"
    },
    {
      "storm_id": "928520",
      "lat": 32.6152,
      "lon": -101.9762,
      "motion_east": 0.0,
      "motion_south": -2.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1293.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7871
        },
        {
          "name": "alignment",
          "value": 0.6277
        },
        {
          "name": "tau",
          "value": 0.8765
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0323
      },
      "coherence_score": 0.876511812210083,
      "coherence_diagnostics": {
        "tau": 0.876511812210083,
        "grad_tau": 0.21716542541980743,
        "torsion": 0.0,
        "alignment": 0.6276760697364807,
        "S_field": 0.4442964494228363,
        "Gamma_field": 0.2526066303253174,
        "S_over_Gamma": 1.7588471174240112,
        "Da": 15.6351957321167,
        "E_coh": 0.9209398627281189,
        "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": [
          [
            [
              -101.9,
              32.67
            ],
            [
              -101.83,
              32.67
            ],
            [
              -101.82,
              32.66
            ],
            [
              -101.82,
              32.61
            ],
            [
              -101.84,
              32.6
            ],
            [
              -101.88,
              32.6
            ],
            [
              -101.9,
              32.58
            ],
            [
              -101.99,
              32.58
            ],
            [
              -102.0,
              32.59
            ],
            [
              -102.03,
              32.59
            ],
            [
              -102.04,
              32.58
            ],
            [
              -102.07,
              32.58
            ],
            [
              -102.08,
              32.57
            ],
            [
              -102.11,
              32.57
            ],
            [
              -102.12,
              32.58
            ],
            [
              -102.12,
              32.61
            ],
            [
              -102.09,
              32.64
            ],
            [
              -102.03,
              32.65
            ],
            [
              -102.02,
              32.66
            ],
            [
              -101.91,
              32.66
            ],
            [
              -101.9,
              32.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0323,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8977f124601e3766c800eae1c975a154ccf73d6c44c6afe8ef3646ae68232d38",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0323,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ef09454fb684bc185d394c72735bd9a69bbf8dce07120c7950870e9accf1b5e"
      },
      "receipt_sha256": "9ef09454fb684bc185d394c72735bd9a69bbf8dce07120c7950870e9accf1b5e"
    },
    {
      "storm_id": "927333",
      "lat": 29.9629,
      "lon": -99.1829,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260716_180040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2130.0,
      "ebshear": 22.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.4121
        },
        {
          "name": "alignment",
          "value": -0.6542
        },
        {
          "name": "tau",
          "value": 1.2928
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0298
      },
      "coherence_score": 1.2928457260131836,
      "coherence_diagnostics": {
        "tau": 1.2928457260131836,
        "grad_tau": 0.18723395466804504,
        "torsion": 0.0,
        "alignment": -0.6541929244995117,
        "S_field": 0.32125842571258545,
        "Gamma_field": 0.20260660350322723,
        "S_over_Gamma": 1.5856266021728516,
        "Da": 12.802190780639648,
        "E_coh": 0.8382251262664795,
        "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": [
          [
            [
              -99.2,
              30.04
            ],
            [
              -99.17,
              30.04
            ],
            [
              -99.13,
              30.0
            ],
            [
              -99.12,
              29.98
            ],
            [
              -99.12,
              29.95
            ],
            [
              -99.13,
              29.94
            ],
            [
              -99.15,
              29.94
            ],
            [
              -99.19,
              29.88
            ],
            [
              -99.23,
              29.88
            ],
            [
              -99.24,
              29.89
            ],
            [
              -99.24,
              29.93
            ],
            [
              -99.22,
              29.95
            ],
            [
              -99.22,
              30.02
            ],
            [
              -99.2,
              30.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0298,
      "confidence_lo": 0.0,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "332a92dda7f76c9f11e0fee7a7874195d251384a503bbe35ed77fffbd6368218",
        "issued_at": "2026-07-16T18:26:04Z",
        "raw_probability": 0.0298,
        "probability": 0.001065,
        "confidence_lo": 0.0,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "298cba23f02e23df0907909a5587e60a6a2e0d77f9fdd793c907bacef89cac56"
      },
      "receipt_sha256": "298cba23f02e23df0907909a5587e60a6a2e0d77f9fdd793c907bacef89cac56"
    }
  ]
}
