{
  "forecast_id": "to_fcst_20260717_0031",
  "hazard": "tornado",
  "issued_at": "2026-07-17T00:31:51Z",
  "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": 299,
  "top_probability": 0.007,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "932570",
      "lat": 39.716,
      "lon": -74.3663,
      "motion_east": 5.3,
      "motion_south": 4.3,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.007,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4024.0,
      "ebshear": 42.0,
      "srh01": 114.0,
      "maxllaz": 0.011,
      "mesh": 1.16,
      "flash_rate": 42.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6311
        },
        {
          "name": "alignment",
          "value": 2.3996
        },
        {
          "name": "tau",
          "value": 3.1753
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5458
      },
      "coherence_score": 3.175323247909546,
      "coherence_diagnostics": {
        "tau": 3.175323247909546,
        "grad_tau": 0.25952062010765076,
        "torsion": 0.0,
        "alignment": 2.399562120437622,
        "S_field": 2.018481731414795,
        "Gamma_field": 0.29142457246780396,
        "S_over_Gamma": 6.926257610321045,
        "Da": 17.357248306274414,
        "E_coh": 0.9464890360832214,
        "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": [
          [
            [
              -74.49,
              39.83
            ],
            [
              -74.45,
              39.83
            ],
            [
              -74.45,
              39.82
            ],
            [
              -74.43,
              39.8
            ],
            [
              -74.41,
              39.8
            ],
            [
              -74.41,
              39.77
            ],
            [
              -74.39,
              39.75
            ],
            [
              -74.37,
              39.74
            ],
            [
              -74.34,
              39.74
            ],
            [
              -74.31,
              39.72
            ],
            [
              -74.29,
              39.72
            ],
            [
              -74.25,
              39.7
            ],
            [
              -74.23,
              39.7
            ],
            [
              -74.2,
              39.67
            ],
            [
              -74.19,
              39.65
            ],
            [
              -74.19,
              39.62
            ],
            [
              -74.22,
              39.59
            ],
            [
              -74.32,
              39.59
            ],
            [
              -74.33,
              39.6
            ],
            [
              -74.35,
              39.6
            ],
            [
              -74.36,
              39.61
            ],
            [
              -74.38,
              39.61
            ],
            [
              -74.42,
              39.63
            ],
            [
              -74.47,
              39.68
            ],
            [
              -74.47,
              39.76
            ],
            [
              -74.44,
              39.76
            ],
            [
              -74.43,
              39.78
            ],
            [
              -74.44,
              39.79
            ],
            [
              -74.47,
              39.79
            ],
            [
              -74.49,
              39.83
            ]
          ]
        ]
      },
      "raw_probability": 0.5458,
      "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": "821d546c2d8d960735cb3d0feb0a04ec7a8804388abb2950c4e1a1eeea3c6158",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.5458,
        "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": "7c765ba00e86620928ec7e17fadba9e037c7e3ea4b2d0f3dd9b9d9a2fa848138"
      },
      "receipt_sha256": "7c765ba00e86620928ec7e17fadba9e037c7e3ea4b2d0f3dd9b9d9a2fa848138"
    },
    {
      "storm_id": "935685",
      "lat": 39.4392,
      "lon": -74.055,
      "motion_east": 5.0,
      "motion_south": 3.8,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3386.0,
      "ebshear": 37.0,
      "srh01": 193.0,
      "maxllaz": 0.004,
      "mesh": 0.46,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 193.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2561
        },
        {
          "name": "alignment",
          "value": -3.165
        },
        {
          "name": "tau",
          "value": 2.9391
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4889
      },
      "coherence_score": 2.9391446113586426,
      "coherence_diagnostics": {
        "tau": 2.9391446113586426,
        "grad_tau": 0.3834010362625122,
        "torsion": 0.0,
        "alignment": -3.1649959087371826,
        "S_field": 1.602186918258667,
        "Gamma_field": 0.3805912435054779,
        "S_over_Gamma": 4.209731578826904,
        "Da": 23.09128761291504,
        "E_coh": 0.9382603168487549,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.1,
              39.49
            ],
            [
              -74.08,
              39.48
            ],
            [
              -74.01,
              39.48
            ],
            [
              -73.98,
              39.45
            ],
            [
              -73.98,
              39.42
            ],
            [
              -74.01,
              39.39
            ],
            [
              -74.03,
              39.39
            ],
            [
              -74.04,
              39.38
            ],
            [
              -74.09,
              39.4
            ],
            [
              -74.12,
              39.43
            ],
            [
              -74.12,
              39.47
            ],
            [
              -74.1,
              39.49
            ]
          ]
        ]
      },
      "raw_probability": 0.4889,
      "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": "6a980f7547d18b39111544e95fa650e621b774ba4f851902f36c2f4b260fc7ba",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.4889,
        "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": "8b3c273d0e19c03b3373a49f35ecc986f386ae2ce564ff7208e32a35b35eb805"
      },
      "receipt_sha256": "8b3c273d0e19c03b3373a49f35ecc986f386ae2ce564ff7208e32a35b35eb805"
    },
    {
      "storm_id": "935748",
      "lat": 39.6123,
      "lon": -74.0662,
      "motion_east": 5.2,
      "motion_south": 4.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3672.0,
      "ebshear": 41.0,
      "srh01": 131.0,
      "maxllaz": 0.007,
      "mesh": 0.27,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2561
        },
        {
          "name": "alignment",
          "value": -3.165
        },
        {
          "name": "tau",
          "value": 2.9391
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4889
      },
      "coherence_score": 2.9391446113586426,
      "coherence_diagnostics": {
        "tau": 2.9391446113586426,
        "grad_tau": 0.3834010362625122,
        "torsion": 0.0,
        "alignment": -3.1649959087371826,
        "S_field": 1.602186918258667,
        "Gamma_field": 0.3805912435054779,
        "S_over_Gamma": 4.209731578826904,
        "Da": 23.09128761291504,
        "E_coh": 0.9382603168487549,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.11,
              39.68
            ],
            [
              -74.08,
              39.68
            ],
            [
              -74.06,
              39.67
            ],
            [
              -73.96,
              39.59
            ],
            [
              -73.96,
              39.55
            ],
            [
              -73.99,
              39.52
            ],
            [
              -74.04,
              39.52
            ],
            [
              -74.09,
              39.56
            ],
            [
              -74.09,
              39.58
            ],
            [
              -74.13,
              39.62
            ],
            [
              -74.12,
              39.64
            ],
            [
              -74.12,
              39.67
            ],
            [
              -74.11,
              39.68
            ]
          ]
        ]
      },
      "raw_probability": 0.4889,
      "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": "6a980f7547d18b39111544e95fa650e621b774ba4f851902f36c2f4b260fc7ba",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.4889,
        "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": "8b3c273d0e19c03b3373a49f35ecc986f386ae2ce564ff7208e32a35b35eb805"
      },
      "receipt_sha256": "8b3c273d0e19c03b3373a49f35ecc986f386ae2ce564ff7208e32a35b35eb805"
    },
    {
      "storm_id": "934418",
      "lat": 32.1021,
      "lon": -95.2138,
      "motion_east": 3.0,
      "motion_south": -7.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1801.0,
      "ebshear": 20.0,
      "srh01": 69.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8811
        },
        {
          "name": "alignment",
          "value": -3.7861
        },
        {
          "name": "tau",
          "value": 2.0456
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3682
      },
      "coherence_score": 2.045588970184326,
      "coherence_diagnostics": {
        "tau": 2.045588970184326,
        "grad_tau": 0.5127733945846558,
        "torsion": 0.0,
        "alignment": -3.7861104011535645,
        "S_field": 0.3764873743057251,
        "Gamma_field": 0.23475788533687592,
        "S_over_Gamma": 1.6037262678146362,
        "Da": 14.184229850769043,
        "E_coh": 0.7441662549972534,
        "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": [
          [
            [
              -95.27,
              32.2
            ],
            [
              -95.24,
              32.2
            ],
            [
              -95.22,
              32.18
            ],
            [
              -95.21,
              32.16
            ],
            [
              -95.21,
              32.13
            ],
            [
              -95.19,
              32.1
            ],
            [
              -95.17,
              32.1
            ],
            [
              -95.14,
              32.08
            ],
            [
              -95.1,
              32.08
            ],
            [
              -95.1,
              32.06
            ],
            [
              -95.12,
              32.02
            ],
            [
              -95.15,
              32.02
            ],
            [
              -95.17,
              32.04
            ],
            [
              -95.18,
              32.04
            ],
            [
              -95.18,
              32.05
            ],
            [
              -95.21,
              32.08
            ],
            [
              -95.23,
              32.06
            ],
            [
              -95.24,
              32.07
            ],
            [
              -95.29,
              32.07
            ],
            [
              -95.31,
              32.06
            ],
            [
              -95.33,
              32.08
            ],
            [
              -95.32,
              32.18
            ],
            [
              -95.28,
              32.19
            ],
            [
              -95.27,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.3682,
      "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": "8d484db4f36d9138df8c1c8f5fad443125d65ab8ef63fdf2e1c0bd05ecf70b19",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.3682,
        "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": "c1a9a0a589d50486d10e08eb534fdb65abae4724639874d13441592b47291d9d"
      },
      "receipt_sha256": "c1a9a0a589d50486d10e08eb534fdb65abae4724639874d13441592b47291d9d"
    },
    {
      "storm_id": "935495",
      "lat": 30.3517,
      "lon": -99.2156,
      "motion_east": -3.0,
      "motion_south": -10.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2627.0,
      "ebshear": 26.0,
      "srh01": 80.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7561
        },
        {
          "name": "alignment",
          "value": -2.3615
        },
        {
          "name": "tau",
          "value": 1.2917
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2859
      },
      "coherence_score": 1.2917007207870483,
      "coherence_diagnostics": {
        "tau": 1.2917007207870483,
        "grad_tau": 0.06444935500621796,
        "torsion": 0.0,
        "alignment": -2.3615188598632812,
        "S_field": 0.3892534077167511,
        "Gamma_field": 0.2697578966617584,
        "S_over_Gamma": 1.4429731369018555,
        "Da": 17.440746307373047,
        "E_coh": 0.7940711379051208,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.24,
              30.41
            ],
            [
              -99.22,
              30.41
            ],
            [
              -99.21,
              30.4
            ],
            [
              -99.19,
              30.4
            ],
            [
              -99.18,
              30.41
            ],
            [
              -99.17,
              30.37
            ],
            [
              -99.16,
              30.36
            ],
            [
              -99.16,
              30.3
            ],
            [
              -99.17,
              30.28
            ],
            [
              -99.2,
              30.26
            ],
            [
              -99.24,
              30.27
            ],
            [
              -99.25,
              30.29
            ],
            [
              -99.25,
              30.32
            ],
            [
              -99.26,
              30.33
            ],
            [
              -99.25,
              30.34
            ],
            [
              -99.25,
              30.38
            ],
            [
              -99.24,
              30.39
            ],
            [
              -99.24,
              30.41
            ]
          ]
        ]
      },
      "raw_probability": 0.2859,
      "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": "82e54395a14f4c7da952ab77f92a8c506df2f2732bd0dc8d1e7f61b10babd297",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2859,
        "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": "c97ca30d9beb1ec40ab6d3bf3b87e55117a0539830783fd3a7432e74cdf801b3"
      },
      "receipt_sha256": "c97ca30d9beb1ec40ab6d3bf3b87e55117a0539830783fd3a7432e74cdf801b3"
    },
    {
      "storm_id": "935458",
      "lat": 30.5338,
      "lon": -99.0763,
      "motion_east": -4.0,
      "motion_south": -12.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2704.0,
      "ebshear": 24.0,
      "srh01": 66.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7561
        },
        {
          "name": "alignment",
          "value": -2.3615
        },
        {
          "name": "tau",
          "value": 1.2917
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2827
      },
      "coherence_score": 1.2917007207870483,
      "coherence_diagnostics": {
        "tau": 1.2917007207870483,
        "grad_tau": 0.06444935500621796,
        "torsion": 0.0,
        "alignment": -2.3615188598632812,
        "S_field": 0.3892534077167511,
        "Gamma_field": 0.2697578966617584,
        "S_over_Gamma": 1.4429731369018555,
        "Da": 17.440746307373047,
        "E_coh": 0.7940711379051208,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.06,
              30.62
            ],
            [
              -99.02,
              30.62
            ],
            [
              -99.0,
              30.6
            ],
            [
              -99.0,
              30.56
            ],
            [
              -99.02,
              30.54
            ],
            [
              -99.02,
              30.5
            ],
            [
              -99.05,
              30.44
            ],
            [
              -99.09,
              30.42
            ],
            [
              -99.13,
              30.42
            ],
            [
              -99.15,
              30.44
            ],
            [
              -99.17,
              30.48
            ],
            [
              -99.13,
              30.53
            ],
            [
              -99.11,
              30.57
            ],
            [
              -99.11,
              30.59
            ],
            [
              -99.1,
              30.59
            ],
            [
              -99.06,
              30.62
            ]
          ]
        ]
      },
      "raw_probability": 0.2827,
      "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": "801d5812e2d9cb8f5b8835d4953b12ccc1d7eb39dbf2d8611a3946ee870935f8",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2827,
        "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": "fbc4b462109ceb718083f24a820bc09477dbea130c60cb0770b9225660096f42"
      },
      "receipt_sha256": "fbc4b462109ceb718083f24a820bc09477dbea130c60cb0770b9225660096f42"
    },
    {
      "storm_id": "935367",
      "lat": 29.6354,
      "lon": -96.0769,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4253.0,
      "ebshear": 18.0,
      "srh01": 48.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7561
        },
        {
          "name": "alignment",
          "value": -6.772
        },
        {
          "name": "tau",
          "value": 2.2139
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2636
      },
      "coherence_score": 2.2139267921447754,
      "coherence_diagnostics": {
        "tau": 2.2139267921447754,
        "grad_tau": 0.47981154918670654,
        "torsion": 0.0,
        "alignment": -6.77195930480957,
        "S_field": 0.9177755117416382,
        "Gamma_field": 0.303924560546875,
        "S_over_Gamma": 3.019747734069824,
        "Da": 18.04606056213379,
        "E_coh": 0.7515723705291748,
        "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": [
          [
            [
              -96.05,
              29.7
            ],
            [
              -96.02,
              29.7
            ],
            [
              -96.02,
              29.63
            ],
            [
              -96.07,
              29.59
            ],
            [
              -96.09,
              29.59
            ],
            [
              -96.11,
              29.57
            ],
            [
              -96.12,
              29.57
            ],
            [
              -96.12,
              29.6
            ],
            [
              -96.1,
              29.62
            ],
            [
              -96.1,
              29.65
            ],
            [
              -96.08,
              29.67
            ],
            [
              -96.07,
              29.67
            ],
            [
              -96.05,
              29.7
            ]
          ]
        ]
      },
      "raw_probability": 0.2636,
      "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": "33cf17362ad0f7ba9e98f1232e427b80aef8fb720792b03e1947345e3e92b00e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2636,
        "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": "d1efbdd51bae7a152ca2cd04db432411c4e9fb359fe46070b49e485b13df5bfe"
      },
      "receipt_sha256": "d1efbdd51bae7a152ca2cd04db432411c4e9fb359fe46070b49e485b13df5bfe"
    },
    {
      "storm_id": "935503",
      "lat": 42.2835,
      "lon": -69.6426,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 397.0,
      "ebshear": 56.0,
      "srh01": 110.0,
      "maxllaz": 0.006,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2561
        },
        {
          "name": "alignment",
          "value": -7.9156
        },
        {
          "name": "tau",
          "value": 1.2524
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2491
      },
      "coherence_score": 1.2524075508117676,
      "coherence_diagnostics": {
        "tau": 1.2524075508117676,
        "grad_tau": 0.06409163773059845,
        "torsion": 0.0,
        "alignment": -7.915554523468018,
        "S_field": 0.30268752574920654,
        "Gamma_field": 0.18892456591129303,
        "S_over_Gamma": 1.6021608114242554,
        "Da": 10.463056564331055,
        "E_coh": 0.42758381366729736,
        "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": [
          [
            [
              -69.73,
              42.33
            ],
            [
              -69.7,
              42.3
            ],
            [
              -69.67,
              42.31
            ],
            [
              -69.65,
              42.27
            ],
            [
              -69.63,
              42.27
            ],
            [
              -69.61,
              42.31
            ],
            [
              -69.59,
              42.32
            ],
            [
              -69.55,
              42.32
            ],
            [
              -69.53,
              42.31
            ],
            [
              -69.53,
              42.27
            ],
            [
              -69.52,
              42.26
            ],
            [
              -69.55,
              42.23
            ],
            [
              -69.57,
              42.24
            ],
            [
              -69.6,
              42.24
            ],
            [
              -69.61,
              42.25
            ],
            [
              -69.69,
              42.23
            ],
            [
              -69.71,
              42.24
            ],
            [
              -69.7,
              42.26
            ],
            [
              -69.7,
              42.29
            ],
            [
              -69.72,
              42.31
            ],
            [
              -69.74,
              42.31
            ],
            [
              -69.75,
              42.32
            ],
            [
              -69.73,
              42.33
            ]
          ]
        ]
      },
      "raw_probability": 0.2491,
      "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": "086c9d65f881fea553fcf035d9549365a8fe6cc0ba8a41aa836554af957deaf3",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2491,
        "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": "e160bb17567cb956af39821acd77f2421bdfcbe549219825c4d53cfcaac09df2"
      },
      "receipt_sha256": "e160bb17567cb956af39821acd77f2421bdfcbe549219825c4d53cfcaac09df2"
    },
    {
      "storm_id": "935629",
      "lat": 39.7456,
      "lon": -73.8656,
      "motion_east": 4.5,
      "motion_south": 2.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2922.0,
      "ebshear": 41.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2561
        },
        {
          "name": "alignment",
          "value": -3.165
        },
        {
          "name": "tau",
          "value": 2.9391
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2388
      },
      "coherence_score": 2.9391446113586426,
      "coherence_diagnostics": {
        "tau": 2.9391446113586426,
        "grad_tau": 0.3834010362625122,
        "torsion": 0.0,
        "alignment": -3.1649959087371826,
        "S_field": 1.602186918258667,
        "Gamma_field": 0.3805912435054779,
        "S_over_Gamma": 4.209731578826904,
        "Da": 23.09128761291504,
        "E_coh": 0.9382603168487549,
        "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": [
          [
            [
              -73.88,
              39.78
            ],
            [
              -73.85,
              39.77
            ],
            [
              -73.83,
              39.75
            ],
            [
              -73.83,
              39.72
            ],
            [
              -73.84,
              39.71
            ],
            [
              -73.88,
              39.71
            ],
            [
              -73.9,
              39.73
            ],
            [
              -73.9,
              39.76
            ],
            [
              -73.88,
              39.78
            ]
          ]
        ]
      },
      "raw_probability": 0.2388,
      "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": "031419a5aeef45c22c0bea4573a8953d607efab0db9b49ccedf2dc1d6cbeb89e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2388,
        "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": "0b4ce963ab73078194c47dc2ca12073805eacb6691484907c45ac786574e335d"
      },
      "receipt_sha256": "0b4ce963ab73078194c47dc2ca12073805eacb6691484907c45ac786574e335d"
    },
    {
      "storm_id": "935464",
      "lat": 28.838,
      "lon": -99.347,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2519.0,
      "ebshear": 25.0,
      "srh01": 74.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1311
        },
        {
          "name": "alignment",
          "value": 3.4933
        },
        {
          "name": "tau",
          "value": 1.3743
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2072
      },
      "coherence_score": 1.374262809753418,
      "coherence_diagnostics": {
        "tau": 1.374262809753418,
        "grad_tau": 0.21015197038650513,
        "torsion": 0.0,
        "alignment": 3.493340492248535,
        "S_field": 0.38046032190322876,
        "Gamma_field": 0.16642455756664276,
        "S_over_Gamma": 2.2860827445983887,
        "Da": 10.232577323913574,
        "E_coh": 0.7453489899635315,
        "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": [
          [
            [
              -99.38,
              28.89
            ],
            [
              -99.33,
              28.89
            ],
            [
              -99.3,
              28.86
            ],
            [
              -99.29,
              28.84
            ],
            [
              -99.29,
              28.8
            ],
            [
              -99.32,
              28.77
            ],
            [
              -99.36,
              28.77
            ],
            [
              -99.41,
              28.82
            ],
            [
              -99.41,
              28.85
            ],
            [
              -99.38,
              28.89
            ]
          ]
        ]
      },
      "raw_probability": 0.2072,
      "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": "3cbc01020c60c04b2ac0be7a57f304f6bc3d6d7f27a3326b3ae59ae8abecab14",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2072,
        "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": "7ed46d54abe24c62ba2464aabf70b0622497c74834a5a3e10aa88cee8a4b440b"
      },
      "receipt_sha256": "7ed46d54abe24c62ba2464aabf70b0622497c74834a5a3e10aa88cee8a4b440b"
    },
    {
      "storm_id": "934906",
      "lat": 28.9847,
      "lon": -98.8559,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2662.0,
      "ebshear": 29.0,
      "srh01": 94.0,
      "maxllaz": 0.005,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1311
        },
        {
          "name": "alignment",
          "value": 3.4933
        },
        {
          "name": "tau",
          "value": 1.3743
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2062
      },
      "coherence_score": 1.374262809753418,
      "coherence_diagnostics": {
        "tau": 1.374262809753418,
        "grad_tau": 0.21015197038650513,
        "torsion": 0.0,
        "alignment": 3.493340492248535,
        "S_field": 0.38046032190322876,
        "Gamma_field": 0.16642455756664276,
        "S_over_Gamma": 2.2860827445983887,
        "Da": 10.232577323913574,
        "E_coh": 0.7453489899635315,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.85,
              29.08
            ],
            [
              -98.81,
              29.06
            ],
            [
              -98.78,
              29.03
            ],
            [
              -98.76,
              28.97
            ],
            [
              -98.77,
              28.95
            ],
            [
              -98.81,
              28.93
            ],
            [
              -98.85,
              28.95
            ],
            [
              -98.87,
              28.95
            ],
            [
              -98.9,
              28.93
            ],
            [
              -98.9,
              28.91
            ],
            [
              -98.93,
              28.91
            ],
            [
              -98.93,
              28.95
            ],
            [
              -98.91,
              28.95
            ],
            [
              -98.88,
              28.97
            ],
            [
              -98.88,
              29.05
            ],
            [
              -98.87,
              29.07
            ],
            [
              -98.85,
              29.08
            ]
          ]
        ]
      },
      "raw_probability": 0.2062,
      "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": "3539c235241761247d2ac89d9af236af19fcb2ff26d6849a8ea5a3f555546a85",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2062,
        "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": "ce1dc4f9319b8ec3029532e8bf387c2740a8c42a1796839f5fc668e7d3b9465c"
      },
      "receipt_sha256": "ce1dc4f9319b8ec3029532e8bf387c2740a8c42a1796839f5fc668e7d3b9465c"
    },
    {
      "storm_id": "935733",
      "lat": 29.2111,
      "lon": -98.7011,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3255.0,
      "ebshear": 31.0,
      "srh01": 103.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1311
        },
        {
          "name": "alignment",
          "value": 3.4933
        },
        {
          "name": "tau",
          "value": 1.3743
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2062
      },
      "coherence_score": 1.374262809753418,
      "coherence_diagnostics": {
        "tau": 1.374262809753418,
        "grad_tau": 0.21015197038650513,
        "torsion": 0.0,
        "alignment": 3.493340492248535,
        "S_field": 0.38046032190322876,
        "Gamma_field": 0.16642455756664276,
        "S_over_Gamma": 2.2860827445983887,
        "Da": 10.232577323913574,
        "E_coh": 0.7453489899635315,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.71,
              29.24
            ],
            [
              -98.69,
              29.24
            ],
            [
              -98.67,
              29.22
            ],
            [
              -98.67,
              29.19
            ],
            [
              -98.68,
              29.18
            ],
            [
              -98.72,
              29.18
            ],
            [
              -98.73,
              29.19
            ],
            [
              -98.73,
              29.22
            ],
            [
              -98.71,
              29.24
            ]
          ]
        ]
      },
      "raw_probability": 0.2062,
      "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": "3539c235241761247d2ac89d9af236af19fcb2ff26d6849a8ea5a3f555546a85",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.2062,
        "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": "ce1dc4f9319b8ec3029532e8bf387c2740a8c42a1796839f5fc668e7d3b9465c"
      },
      "receipt_sha256": "ce1dc4f9319b8ec3029532e8bf387c2740a8c42a1796839f5fc668e7d3b9465c"
    },
    {
      "storm_id": "935160",
      "lat": 30.19,
      "lon": -95.9755,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3123.0,
      "ebshear": 21.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2561
        },
        {
          "name": "alignment",
          "value": -5.2663
        },
        {
          "name": "tau",
          "value": 2.0332
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1928
      },
      "coherence_score": 2.0331554412841797,
      "coherence_diagnostics": {
        "tau": 2.0331554412841797,
        "grad_tau": 0.5156952142715454,
        "torsion": 0.0,
        "alignment": -5.266324043273926,
        "S_field": 0.38685956597328186,
        "Gamma_field": 0.23559121787548065,
        "S_over_Gamma": 1.6420797109603882,
        "Da": 14.145438194274902,
        "E_coh": 0.6040316224098206,
        "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": [
          [
            [
              -95.99,
              30.25
            ],
            [
              -95.95,
              30.25
            ],
            [
              -95.93,
              30.22
            ],
            [
              -95.93,
              30.18
            ],
            [
              -95.95,
              30.16
            ],
            [
              -95.95,
              30.15
            ],
            [
              -95.98,
              30.13
            ],
            [
              -96.0,
              30.13
            ],
            [
              -96.03,
              30.17
            ],
            [
              -96.03,
              30.2
            ],
            [
              -95.99,
              30.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1928,
      "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": "7a012c38d375f2e17d069cee6b3e289c82b9ad96bb924cd275a3c85691d19fb5",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1928,
        "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": "7d2cae39fbd68ab4f0e15d25076cbf970f3d531aa20f302799061aeaa23fb1cf"
      },
      "receipt_sha256": "7d2cae39fbd68ab4f0e15d25076cbf970f3d531aa20f302799061aeaa23fb1cf"
    },
    {
      "storm_id": "935563",
      "lat": 46.8575,
      "lon": -109.455,
      "motion_east": 6.3,
      "motion_south": 4.3,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2201.0,
      "ebshear": 34.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.1311
        },
        {
          "name": "alignment",
          "value": -1.8231
        },
        {
          "name": "tau",
          "value": 0.6639
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1902
      },
      "coherence_score": 0.6639401316642761,
      "coherence_diagnostics": {
        "tau": 0.6639401316642761,
        "grad_tau": 0.2506151795387268,
        "torsion": 0.0,
        "alignment": -1.8230624198913574,
        "S_field": 0.3203067183494568,
        "Gamma_field": 0.7805912494659424,
        "S_over_Gamma": 0.4103386104106903,
        "Da": 47.22700119018555,
        "E_coh": 0.33626583218574524,
        "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": [
          [
            [
              -109.47,
              46.89
            ],
            [
              -109.41,
              46.89
            ],
            [
              -109.41,
              46.84
            ],
            [
              -109.43,
              46.82
            ],
            [
              -109.47,
              46.82
            ],
            [
              -109.49,
              46.84
            ],
            [
              -109.49,
              46.87
            ],
            [
              -109.47,
              46.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1902,
      "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": "01cd7dcece4416d1bb5f812dd436f68fb70ef7ce50d9973f5e436168b08d00c4",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1902,
        "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": "c8f7b64d8e6a01c69f855ba27e9640daf7f2f34d32968f5381b1f9198b90c471"
      },
      "receipt_sha256": "c8f7b64d8e6a01c69f855ba27e9640daf7f2f34d32968f5381b1f9198b90c471"
    },
    {
      "storm_id": "934964",
      "lat": 47.0335,
      "lon": -110.698,
      "motion_east": 6.7,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3084.0,
      "ebshear": 35.0,
      "srh01": 45.0,
      "maxllaz": 0.005,
      "mesh": 0.36,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2561
        },
        {
          "name": "alignment",
          "value": -3.9219
        },
        {
          "name": "tau",
          "value": 0.4706
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1883
      },
      "coherence_score": 0.4705907106399536,
      "coherence_diagnostics": {
        "tau": 0.4705907106399536,
        "grad_tau": 0.15268638730049133,
        "torsion": 0.0,
        "alignment": -3.921879291534424,
        "S_field": 0.25427573919296265,
        "Gamma_field": 1.4489245414733887,
        "S_over_Gamma": 0.17549273371696472,
        "Da": 90.58515167236328,
        "E_coh": 0.10699807852506638,
        "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": [
          [
            [
              -110.71,
              47.17
            ],
            [
              -110.66,
              47.17
            ],
            [
              -110.62,
              47.13
            ],
            [
              -110.62,
              47.09
            ],
            [
              -110.64,
              47.07
            ],
            [
              -110.64,
              47.05
            ],
            [
              -110.67,
              47.0
            ],
            [
              -110.67,
              46.96
            ],
            [
              -110.68,
              46.95
            ],
            [
              -110.68,
              46.92
            ],
            [
              -110.69,
              46.9
            ],
            [
              -110.73,
              46.9
            ],
            [
              -110.75,
              46.92
            ],
            [
              -110.75,
              46.95
            ],
            [
              -110.76,
              46.96
            ],
            [
              -110.75,
              46.98
            ],
            [
              -110.75,
              47.11
            ],
            [
              -110.74,
              47.12
            ],
            [
              -110.74,
              47.15
            ],
            [
              -110.71,
              47.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1883,
      "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": "fa02154d45a8a4b85c47bc4c9280ef61a90e619b16cb52e26c817d332e488933",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1883,
        "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": "e24eb86d1c4689cb60bcbf863f0a80788096167a289677628882ce5e88dbd391"
      },
      "receipt_sha256": "e24eb86d1c4689cb60bcbf863f0a80788096167a289677628882ce5e88dbd391"
    },
    {
      "storm_id": "935383",
      "lat": 38.3156,
      "lon": -108.3375,
      "motion_east": -1.0,
      "motion_south": 6.4,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 566.0,
      "ebshear": 25.0,
      "srh01": 34.0,
      "maxllaz": 0.008,
      "mesh": 0.33,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6311
        },
        {
          "name": "alignment",
          "value": 5.8062
        },
        {
          "name": "tau",
          "value": 0.573
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.182
      },
      "coherence_score": 0.5729957222938538,
      "coherence_diagnostics": {
        "tau": 0.5729957222938538,
        "grad_tau": 0.01824529841542244,
        "torsion": 0.0,
        "alignment": 5.80617094039917,
        "S_field": 0.5138655304908752,
        "Gamma_field": 0.49975794553756714,
        "S_over_Gamma": 1.0282288789749146,
        "Da": 30.68043327331543,
        "E_coh": 0.7934767603874207,
        "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": [
          [
            [
              -108.42,
              38.37
            ],
            [
              -108.38,
              38.37
            ],
            [
              -108.37,
              38.36
            ],
            [
              -108.35,
              38.37
            ],
            [
              -108.3,
              38.37
            ],
            [
              -108.28,
              38.36
            ],
            [
              -108.21,
              38.3
            ],
            [
              -108.21,
              38.25
            ],
            [
              -108.23,
              38.24
            ],
            [
              -108.27,
              38.24
            ],
            [
              -108.3,
              38.26
            ],
            [
              -108.38,
              38.26
            ],
            [
              -108.4,
              38.27
            ],
            [
              -108.44,
              38.31
            ],
            [
              -108.44,
              38.35
            ],
            [
              -108.42,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.182,
      "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": "a5a5b0199d936ddb227bb190080b717ea81680df7fa2199402c744749aa9684c",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.182,
        "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": "4aae802e6a4c95526ca1809429c891fcff08cd8e00ca9f18caf77b175d4e8385"
      },
      "receipt_sha256": "4aae802e6a4c95526ca1809429c891fcff08cd8e00ca9f18caf77b175d4e8385"
    },
    {
      "storm_id": "935161",
      "lat": 50.1521,
      "lon": -113.7068,
      "motion_east": 7.8,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2952.0,
      "ebshear": 45.0,
      "srh01": 51.0,
      "maxllaz": 0.005,
      "mesh": 0.62,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0061
        },
        {
          "name": "alignment",
          "value": -2.7618
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1723
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.36617395281791687,
        "torsion": 0.0,
        "alignment": -2.7617721557617188,
        "S_field": 0.21547803282737732,
        "Gamma_field": 0.4547578990459442,
        "S_over_Gamma": 0.4738302230834961,
        "Da": 28.894882202148438,
        "E_coh": 0.31611040234565735,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.68,
              50.24
            ],
            [
              -113.63,
              50.23
            ],
            [
              -113.62,
              50.21
            ],
            [
              -113.58,
              50.17
            ],
            [
              -113.58,
              50.13
            ],
            [
              -113.59,
              50.11
            ],
            [
              -113.6,
              50.1
            ],
            [
              -113.68,
              50.11
            ],
            [
              -113.75,
              50.06
            ],
            [
              -113.83,
              50.06
            ],
            [
              -113.84,
              50.07
            ],
            [
              -113.81,
              50.1
            ],
            [
              -113.82,
              50.12
            ],
            [
              -113.82,
              50.15
            ],
            [
              -113.78,
              50.18
            ],
            [
              -113.75,
              50.18
            ],
            [
              -113.71,
              50.2
            ],
            [
              -113.68,
              50.23
            ],
            [
              -113.68,
              50.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1723,
      "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": "90c1f81be7c946363883afc3d923e04d243f4f4d0ff0b9b635fad5a4a19849c8",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1723,
        "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": "f06c513fc73c4feea6f998fc692176b6db5d5d380b372376b316674a30ba0541"
      },
      "receipt_sha256": "f06c513fc73c4feea6f998fc692176b6db5d5d380b372376b316674a30ba0541"
    },
    {
      "storm_id": "934624",
      "lat": 30.3844,
      "lon": -95.49,
      "motion_east": -1.0,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3631.0,
      "ebshear": 24.0,
      "srh01": 44.0,
      "maxllaz": 0.006,
      "mesh": 0.28,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6311
        },
        {
          "name": "alignment",
          "value": 1.1883
        },
        {
          "name": "tau",
          "value": 2.5412
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1694
      },
      "coherence_score": 2.5411629676818848,
      "coherence_diagnostics": {
        "tau": 2.5411629676818848,
        "grad_tau": 0.4569918215274811,
        "torsion": 0.0,
        "alignment": 1.1882983446121216,
        "S_field": 0.7141607999801636,
        "Gamma_field": 0.20975789427757263,
        "S_over_Gamma": 3.404690980911255,
        "Da": 13.607466697692871,
        "E_coh": 0.8935222625732422,
        "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": [
          [
            [
              -95.51,
              30.42
            ],
            [
              -95.46,
              30.42
            ],
            [
              -95.45,
              30.41
            ],
            [
              -95.46,
              30.35
            ],
            [
              -95.47,
              30.34
            ],
            [
              -95.51,
              30.34
            ],
            [
              -95.52,
              30.35
            ],
            [
              -95.52,
              30.41
            ],
            [
              -95.51,
              30.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1694,
      "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": "3b21bb984857a12e9ece03bcda6d83aaa9387d6308e9c520808256b7cd2e47d6",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1694,
        "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": "78a43b02462130f6ee46fbe1e8f2b033a938df5f6fc686b694494a6ebdee9361"
      },
      "receipt_sha256": "78a43b02462130f6ee46fbe1e8f2b033a938df5f6fc686b694494a6ebdee9361"
    },
    {
      "storm_id": "935521",
      "lat": 30.668,
      "lon": -95.5867,
      "motion_east": -1.0,
      "motion_south": -9.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3045.0,
      "ebshear": 23.0,
      "srh01": 44.0,
      "maxllaz": 0.006,
      "mesh": 0.61,
      "flash_rate": 25.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6311
        },
        {
          "name": "alignment",
          "value": 1.1883
        },
        {
          "name": "tau",
          "value": 2.5412
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1633
      },
      "coherence_score": 2.5411629676818848,
      "coherence_diagnostics": {
        "tau": 2.5411629676818848,
        "grad_tau": 0.4569918215274811,
        "torsion": 0.0,
        "alignment": 1.1882983446121216,
        "S_field": 0.7141607999801636,
        "Gamma_field": 0.20975789427757263,
        "S_over_Gamma": 3.404690980911255,
        "Da": 13.607466697692871,
        "E_coh": 0.8935222625732422,
        "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": [
          [
            [
              -95.56,
              30.76
            ],
            [
              -95.51,
              30.76
            ],
            [
              -95.5,
              30.75
            ],
            [
              -95.49,
              30.73
            ],
            [
              -95.49,
              30.68
            ],
            [
              -95.59,
              30.57
            ],
            [
              -95.61,
              30.56
            ],
            [
              -95.67,
              30.56
            ],
            [
              -95.66,
              30.57
            ],
            [
              -95.66,
              30.61
            ],
            [
              -95.67,
              30.62
            ],
            [
              -95.66,
              30.64
            ],
            [
              -95.59,
              30.71
            ],
            [
              -95.58,
              30.74
            ],
            [
              -95.56,
              30.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1633,
      "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": "e8b9a9546611c2c90fd9ddd120b5d6375c2d2c3365c2987944cf13d866086716",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1633,
        "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": "dced5f47fb1a1b8a5fa229f464c3200216804ddcae5d967811afa7e035caf4b7"
      },
      "receipt_sha256": "dced5f47fb1a1b8a5fa229f464c3200216804ddcae5d967811afa7e035caf4b7"
    },
    {
      "storm_id": "935248",
      "lat": 46.0713,
      "lon": -111.542,
      "motion_east": 5.8,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1798.0,
      "ebshear": 32.0,
      "srh01": 62.0,
      "maxllaz": 0.005,
      "mesh": 1.1,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0061
        },
        {
          "name": "alignment",
          "value": 1.5896
        },
        {
          "name": "tau",
          "value": 0.5157
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1495
      },
      "coherence_score": 0.5157470703125,
      "coherence_diagnostics": {
        "tau": 0.5157470703125,
        "grad_tau": 0.1184796690940857,
        "torsion": 0.0,
        "alignment": 1.5895535945892334,
        "S_field": 0.384660542011261,
        "Gamma_field": 0.8714246153831482,
        "S_over_Gamma": 0.4414157271385193,
        "Da": 53.94390869140625,
        "E_coh": 0.27478158473968506,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.56,
              46.12
            ],
            [
              -111.54,
              46.12
            ],
            [
              -111.53,
              46.11
            ],
            [
              -111.48,
              46.11
            ],
            [
              -111.45,
              46.08
            ],
            [
              -111.45,
              46.05
            ],
            [
              -111.46,
              46.03
            ],
            [
              -111.51,
              45.99
            ],
            [
              -111.56,
              45.99
            ],
            [
              -111.6,
              46.01
            ],
            [
              -111.63,
              46.04
            ],
            [
              -111.63,
              46.08
            ],
            [
              -111.6,
              46.11
            ],
            [
              -111.57,
              46.11
            ],
            [
              -111.56,
              46.12
            ]
          ]
        ]
      },
      "raw_probability": 0.1495,
      "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": "f35e1652f94fd19a281d97ec952eccf263cde0f1e29d2c2bd02a9b7864ddd93f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1495,
        "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": "285653311aa055d87f45f31dfa0c8d9ecf1983b42850db3d882ced0381332941"
      },
      "receipt_sha256": "285653311aa055d87f45f31dfa0c8d9ecf1983b42850db3d882ced0381332941"
    },
    {
      "storm_id": "935645",
      "lat": 29.8321,
      "lon": -99.5964,
      "motion_east": 1.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2767.0,
      "ebshear": 22.0,
      "srh01": 97.0,
      "maxllaz": 0.006,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0061
        },
        {
          "name": "alignment",
          "value": -0.6623
        },
        {
          "name": "tau",
          "value": 1.2818
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1312
      },
      "coherence_score": 1.2818498611450195,
      "coherence_diagnostics": {
        "tau": 1.2818498611450195,
        "grad_tau": 0.1637565791606903,
        "torsion": 0.0,
        "alignment": -0.6622586250305176,
        "S_field": 0.13489393889904022,
        "Gamma_field": 0.2622579038143158,
        "S_over_Gamma": 0.5143560767173767,
        "Da": 16.770898818969727,
        "E_coh": 0.16568352282047272,
        "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": [
          [
            [
              -99.61,
              29.88
            ],
            [
              -99.58,
              29.85
            ],
            [
              -99.56,
              29.85
            ],
            [
              -99.55,
              29.84
            ],
            [
              -99.55,
              29.81
            ],
            [
              -99.56,
              29.8
            ],
            [
              -99.58,
              29.8
            ],
            [
              -99.59,
              29.79
            ],
            [
              -99.63,
              29.8
            ],
            [
              -99.63,
              29.82
            ],
            [
              -99.64,
              29.83
            ],
            [
              -99.63,
              29.84
            ],
            [
              -99.63,
              29.86
            ],
            [
              -99.61,
              29.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1312,
      "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": "aa22a85a7a04c4a40547eafb93b95eb2bc795a29f57b752d30947453b6049106",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1312,
        "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": "02c81ef5a517d6131ea4410ff1a9cad387650f58ca48a757c786689514c117ea"
      },
      "receipt_sha256": "02c81ef5a517d6131ea4410ff1a9cad387650f58ca48a757c786689514c117ea"
    },
    {
      "storm_id": "935120",
      "lat": 31.7026,
      "lon": -98.2595,
      "motion_east": -2.0,
      "motion_south": -15.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2333.0,
      "ebshear": 20.0,
      "srh01": 45.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8811
        },
        {
          "name": "alignment",
          "value": -0.9634
        },
        {
          "name": "tau",
          "value": 1.1914
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1257
      },
      "coherence_score": 1.1913776397705078,
      "coherence_diagnostics": {
        "tau": 1.1913776397705078,
        "grad_tau": 0.05546646565198898,
        "torsion": 0.0,
        "alignment": -0.9633780717849731,
        "S_field": 0.22839199006557465,
        "Gamma_field": 0.3230912387371063,
        "S_over_Gamma": 0.7068962454795837,
        "Da": 21.1552734375,
        "E_coh": 0.8372340798377991,
        "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": [
          [
            [
              -98.23,
              31.79
            ],
            [
              -98.2,
              31.78
            ],
            [
              -98.16,
              31.74
            ],
            [
              -98.17,
              31.69
            ],
            [
              -98.2,
              31.66
            ],
            [
              -98.21,
              31.66
            ],
            [
              -98.22,
              31.64
            ],
            [
              -98.26,
              31.62
            ],
            [
              -98.29,
              31.62
            ],
            [
              -98.3,
              31.63
            ],
            [
              -98.35,
              31.63
            ],
            [
              -98.35,
              31.67
            ],
            [
              -98.36,
              31.69
            ],
            [
              -98.34,
              31.73
            ],
            [
              -98.28,
              31.72
            ],
            [
              -98.27,
              31.73
            ],
            [
              -98.27,
              31.78
            ],
            [
              -98.24,
              31.78
            ],
            [
              -98.23,
              31.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1257,
      "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": "246794bbb2b4f71250ccdf41c586f74f76397565f4b0db61c72d3cd1defd6109",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1257,
        "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": "46e6c0ecc43bf324169dabaee3e43e48e8d2c09502f65031ec532768ff0125a9"
      },
      "receipt_sha256": "46e6c0ecc43bf324169dabaee3e43e48e8d2c09502f65031ec532768ff0125a9"
    },
    {
      "storm_id": "935764",
      "lat": 29.9411,
      "lon": -99.4811,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2667.0,
      "ebshear": 24.0,
      "srh01": 101.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0061
        },
        {
          "name": "alignment",
          "value": -0.6623
        },
        {
          "name": "tau",
          "value": 1.2818
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1235
      },
      "coherence_score": 1.2818498611450195,
      "coherence_diagnostics": {
        "tau": 1.2818498611450195,
        "grad_tau": 0.1637565791606903,
        "torsion": 0.0,
        "alignment": -0.6622586250305176,
        "S_field": 0.13489393889904022,
        "Gamma_field": 0.2622579038143158,
        "S_over_Gamma": 0.5143560767173767,
        "Da": 16.770898818969727,
        "E_coh": 0.16568352282047272,
        "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": [
          [
            [
              -99.5,
              29.97
            ],
            [
              -99.46,
              29.97
            ],
            [
              -99.44,
              29.95
            ],
            [
              -99.44,
              29.93
            ],
            [
              -99.46,
              29.9
            ],
            [
              -99.49,
              29.9
            ],
            [
              -99.52,
              29.92
            ],
            [
              -99.52,
              29.96
            ],
            [
              -99.5,
              29.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1235,
      "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": "e54083ca49f90be425a7b920db62e98affe00efe0da3ac2742d314061acb7eef",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1235,
        "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": "96b995c84c8ebc0dd007356af5aa7b46b5f6135a36eaca7649a4ce4a1d59775d"
      },
      "receipt_sha256": "96b995c84c8ebc0dd007356af5aa7b46b5f6135a36eaca7649a4ce4a1d59775d"
    },
    {
      "storm_id": "935658",
      "lat": 38.51,
      "lon": -92.802,
      "motion_east": 3.0,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2306.0,
      "ebshear": 12.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2561
        },
        {
          "name": "alignment",
          "value": -1.0519
        },
        {
          "name": "tau",
          "value": 1.9391
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1187
      },
      "coherence_score": 1.9391461610794067,
      "coherence_diagnostics": {
        "tau": 1.9391461610794067,
        "grad_tau": 0.17554745078086853,
        "torsion": 0.0,
        "alignment": -1.0519160032272339,
        "S_field": 0.6917365193367004,
        "Gamma_field": 0.27559125423431396,
        "S_over_Gamma": 2.5100090503692627,
        "Da": 17.134714126586914,
        "E_coh": 0.9482011198997498,
        "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": [
          [
            [
              -92.85,
              38.56
            ],
            [
              -92.79,
              38.56
            ],
            [
              -92.77,
              38.52
            ],
            [
              -92.75,
              38.5
            ],
            [
              -92.75,
              38.48
            ],
            [
              -92.77,
              38.46
            ],
            [
              -92.81,
              38.46
            ],
            [
              -92.83,
              38.48
            ],
            [
              -92.85,
              38.52
            ],
            [
              -92.85,
              38.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1187,
      "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": "1ead32b83c5c17f81455d1d3a1fc6b25c3e1ea951520cc18378d79674b71667a",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1187,
        "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": "d0dd8ff35c13fd7bda66ae72ee1f4d131c418bcb7cc60eae7763e14aa44a562b"
      },
      "receipt_sha256": "d0dd8ff35c13fd7bda66ae72ee1f4d131c418bcb7cc60eae7763e14aa44a562b"
    },
    {
      "storm_id": "935209",
      "lat": 31.9178,
      "lon": -98.0856,
      "motion_east": 0.0,
      "motion_south": -10.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2255.0,
      "ebshear": 19.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8811
        },
        {
          "name": "alignment",
          "value": -0.9634
        },
        {
          "name": "tau",
          "value": 1.1914
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1178
      },
      "coherence_score": 1.1913776397705078,
      "coherence_diagnostics": {
        "tau": 1.1913776397705078,
        "grad_tau": 0.05546646565198898,
        "torsion": 0.0,
        "alignment": -0.9633780717849731,
        "S_field": 0.22839199006557465,
        "Gamma_field": 0.3230912387371063,
        "S_over_Gamma": 0.7068962454795837,
        "Da": 21.1552734375,
        "E_coh": 0.8372340798377991,
        "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": [
          [
            [
              -98.1,
              31.95
            ],
            [
              -98.07,
              31.95
            ],
            [
              -98.05,
              31.93
            ],
            [
              -98.05,
              31.89
            ],
            [
              -98.06,
              31.88
            ],
            [
              -98.1,
              31.88
            ],
            [
              -98.12,
              31.9
            ],
            [
              -98.12,
              31.93
            ],
            [
              -98.1,
              31.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1178,
      "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": "3aa711f1684f6d43b8730a0418447485d1d940c85758fd0ce68a3d43ac6681d4",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1178,
        "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": "5c5446f994f519d607d76cec6d83c2a92f972fd158d1977f821a392acfad9d22"
      },
      "receipt_sha256": "5c5446f994f519d607d76cec6d83c2a92f972fd158d1977f821a392acfad9d22"
    },
    {
      "storm_id": "934556",
      "lat": 47.1227,
      "lon": -111.66,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2984.0,
      "ebshear": 35.0,
      "srh01": 34.0,
      "maxllaz": 0.008,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6311
        },
        {
          "name": "alignment",
          "value": -1.6785
        },
        {
          "name": "tau",
          "value": 0.4075
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1171
      },
      "coherence_score": 0.4075205326080322,
      "coherence_diagnostics": {
        "tau": 0.4075205326080322,
        "grad_tau": 0.04600013047456741,
        "torsion": 0.0,
        "alignment": -1.6784977912902832,
        "S_field": 0.23497411608695984,
        "Gamma_field": 1.1922578811645508,
        "S_over_Gamma": 0.19708329439163208,
        "Da": 77.67784881591797,
        "E_coh": 0.17383354902267456,
        "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": [
          [
            [
              -111.67,
              47.16
            ],
            [
              -111.64,
              47.16
            ],
            [
              -111.63,
              47.15
            ],
            [
              -111.63,
              47.1
            ],
            [
              -111.62,
              47.09
            ],
            [
              -111.63,
              47.08
            ],
            [
              -111.69,
              47.08
            ],
            [
              -111.7,
              47.11
            ],
            [
              -111.69,
              47.12
            ],
            [
              -111.69,
              47.14
            ],
            [
              -111.67,
              47.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1171,
      "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": "8bdce2257701932363682072fbc98e5d17045dcc4241a69f6752fb5f9b006035",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1171,
        "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": "ecc2fe08d72629d536d83ef18abad59c1293bfced7fadcabf2385010f97935df"
      },
      "receipt_sha256": "ecc2fe08d72629d536d83ef18abad59c1293bfced7fadcabf2385010f97935df"
    },
    {
      "storm_id": "934973",
      "lat": 43.3689,
      "lon": -116.5522,
      "motion_east": 0.8,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1180.0,
      "ebshear": 35.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.42,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.1311
        },
        {
          "name": "alignment",
          "value": 0.7666
        },
        {
          "name": "tau",
          "value": 0.6433
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.113
      },
      "coherence_score": 0.6433414816856384,
      "coherence_diagnostics": {
        "tau": 0.6433414816856384,
        "grad_tau": 0.1303972601890564,
        "torsion": 0.0,
        "alignment": 0.7665886878967285,
        "S_field": 0.20148234069347382,
        "Gamma_field": 0.39059123396873474,
        "S_over_Gamma": 0.5158393979072571,
        "Da": 22.12416648864746,
        "E_coh": 0.3283231258392334,
        "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": [
          [
            [
              -116.56,
              43.4
            ],
            [
              -116.53,
              43.4
            ],
            [
              -116.52,
              43.39
            ],
            [
              -116.52,
              43.35
            ],
            [
              -116.54,
              43.32
            ],
            [
              -116.57,
              43.32
            ],
            [
              -116.59,
              43.35
            ],
            [
              -116.58,
              43.39
            ],
            [
              -116.56,
              43.4
            ]
          ]
        ]
      },
      "raw_probability": 0.113,
      "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": "ec1a3ac855a4975f6bf6b375a45b3f351160740545346ac11b81659bc0f4bdf1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.113,
        "probability": 0.002159,
        "confidence_lo": 0.002096,
        "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": "7ca4a5b32b95382567d089eb8f4518c289c11d7ee7d7a54472655a53d4ece0ea"
      },
      "receipt_sha256": "7ca4a5b32b95382567d089eb8f4518c289c11d7ee7d7a54472655a53d4ece0ea"
    },
    {
      "storm_id": "935651",
      "lat": 44.449,
      "lon": -91.369,
      "motion_east": 1.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2803.0,
      "ebshear": 27.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3811
        },
        {
          "name": "alignment",
          "value": -3.9363
        },
        {
          "name": "tau",
          "value": 1.4495
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1068
      },
      "coherence_score": 1.4495185613632202,
      "coherence_diagnostics": {
        "tau": 1.4495185613632202,
        "grad_tau": 0.2563513219356537,
        "torsion": 0.0,
        "alignment": -3.93629789352417,
        "S_field": 0.47724074125289917,
        "Gamma_field": 0.3339245617389679,
        "S_over_Gamma": 1.429187297821045,
        "Da": 20.928089141845703,
        "E_coh": 0.7274011969566345,
        "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": [
          [
            [
              -91.41,
              44.49
            ],
            [
              -91.33,
              44.49
            ],
            [
              -91.3,
              44.46
            ],
            [
              -91.3,
              44.42
            ],
            [
              -91.32,
              44.4
            ],
            [
              -91.38,
              44.4
            ],
            [
              -91.4,
              44.41
            ],
            [
              -91.42,
              44.45
            ],
            [
              -91.42,
              44.48
            ],
            [
              -91.41,
              44.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1068,
      "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": "b79ebe9f0b2ee7fc7082685ce598c63841633e13dcf8bb82aeca0a081dd6220e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1068,
        "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": "6c4087e7be2ac0524351ac01ca2425a105054b849561139e033fdd1e4e216d9a"
      },
      "receipt_sha256": "6c4087e7be2ac0524351ac01ca2425a105054b849561139e033fdd1e4e216d9a"
    },
    {
      "storm_id": "935035",
      "lat": 29.8193,
      "lon": -99.1229,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2397.0,
      "ebshear": 23.0,
      "srh01": 90.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0061
        },
        {
          "name": "alignment",
          "value": -0.6623
        },
        {
          "name": "tau",
          "value": 1.2818
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1042
      },
      "coherence_score": 1.2818498611450195,
      "coherence_diagnostics": {
        "tau": 1.2818498611450195,
        "grad_tau": 0.1637565791606903,
        "torsion": 0.0,
        "alignment": -0.6622586250305176,
        "S_field": 0.13489393889904022,
        "Gamma_field": 0.2622579038143158,
        "S_over_Gamma": 0.5143560767173767,
        "Da": 16.770898818969727,
        "E_coh": 0.16568352282047272,
        "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": [
          [
            [
              -99.15,
              29.89
            ],
            [
              -99.11,
              29.89
            ],
            [
              -99.07,
              29.86
            ],
            [
              -99.05,
              29.82
            ],
            [
              -99.05,
              29.79
            ],
            [
              -99.06,
              29.77
            ],
            [
              -99.08,
              29.76
            ],
            [
              -99.12,
              29.76
            ],
            [
              -99.13,
              29.77
            ],
            [
              -99.16,
              29.77
            ],
            [
              -99.2,
              29.8
            ],
            [
              -99.2,
              29.84
            ],
            [
              -99.19,
              29.86
            ],
            [
              -99.15,
              29.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1042,
      "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": "cb4e940f2a30a4a3175dd5873bba45b3ed7351346bc200374f74e857330bd14d",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1042,
        "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": "f64e2c0f89e4f92b2044d28c709c7bfb3b9715ee5a674cb459f1a23e63cf6cb3"
      },
      "receipt_sha256": "f64e2c0f89e4f92b2044d28c709c7bfb3b9715ee5a674cb459f1a23e63cf6cb3"
    },
    {
      "storm_id": "935611",
      "lat": 31.3167,
      "lon": -93.7367,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3072.0,
      "ebshear": 13.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1311
        },
        {
          "name": "alignment",
          "value": -2.646
        },
        {
          "name": "tau",
          "value": 3.2155
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1023
      },
      "coherence_score": 3.2155237197875977,
      "coherence_diagnostics": {
        "tau": 3.2155237197875977,
        "grad_tau": 0.7133277058601379,
        "torsion": 0.0,
        "alignment": -2.64599871635437,
        "S_field": 0.4268496334552765,
        "Gamma_field": 0.3205912709236145,
        "S_over_Gamma": 1.3314449787139893,
        "Da": 19.93204689025879,
        "E_coh": 0.7897712588310242,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.76,
              31.37
            ],
            [
              -93.68,
              31.36
            ],
            [
              -93.68,
              31.32
            ],
            [
              -93.65,
              31.26
            ],
            [
              -93.73,
              31.26
            ],
            [
              -93.74,
              31.27
            ],
            [
              -93.78,
              31.27
            ],
            [
              -93.77,
              31.31
            ],
            [
              -93.76,
              31.32
            ],
            [
              -93.76,
              31.34
            ],
            [
              -93.77,
              31.35
            ],
            [
              -93.76,
              31.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1023,
      "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": "9474cf122660f08e629b7aea9e4e5da75b3814966e208773d839a4ed7d3a3433",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1023,
        "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": "8b79a26844563516c67f87afcbaa65171eb69c705722f5c1dfbae440c622b360"
      },
      "receipt_sha256": "8b79a26844563516c67f87afcbaa65171eb69c705722f5c1dfbae440c622b360"
    },
    {
      "storm_id": "935040",
      "lat": 43.44,
      "lon": -116.275,
      "motion_east": 0.7,
      "motion_south": -9.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1309.0,
      "ebshear": 32.0,
      "srh01": 48.0,
      "maxllaz": 0.006,
      "mesh": 0.38,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.3811
        },
        {
          "name": "alignment",
          "value": 0.0361
        },
        {
          "name": "tau",
          "value": 0.5426
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.102
      },
      "coherence_score": 0.5425939559936523,
      "coherence_diagnostics": {
        "tau": 0.5425939559936523,
        "grad_tau": 0.11919936537742615,
        "torsion": 0.0,
        "alignment": 0.03612232208251953,
        "S_field": 0.16620638966560364,
        "Gamma_field": 0.5097578763961792,
        "S_over_Gamma": 0.32604968547821045,
        "Da": 28.533714294433594,
        "E_coh": 0.32789650559425354,
        "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": [
          [
            [
              -116.3,
              43.47
            ],
            [
              -116.25,
              43.47
            ],
            [
              -116.23,
              43.45
            ],
            [
              -116.23,
              43.41
            ],
            [
              -116.27,
              43.38
            ],
            [
              -116.31,
              43.41
            ],
            [
              -116.31,
              43.46
            ],
            [
              -116.3,
              43.47
            ]
          ]
        ]
      },
      "raw_probability": 0.102,
      "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": "af585c40522f83b849bcb488f2ad453e4be69b82e6ef8f8240c5df537683ef9b",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.102,
        "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": "cb990b9556eb056e5e59676473671abdb964bde10bc2a280f8ef498bfc6ed524"
      },
      "receipt_sha256": "cb990b9556eb056e5e59676473671abdb964bde10bc2a280f8ef498bfc6ed524"
    },
    {
      "storm_id": "935650",
      "lat": 44.4973,
      "lon": -91.5964,
      "motion_east": 1.3,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2642.0,
      "ebshear": 25.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3811
        },
        {
          "name": "alignment",
          "value": -3.9363
        },
        {
          "name": "tau",
          "value": 1.4495
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1003
      },
      "coherence_score": 1.4495185613632202,
      "coherence_diagnostics": {
        "tau": 1.4495185613632202,
        "grad_tau": 0.2563513219356537,
        "torsion": 0.0,
        "alignment": -3.93629789352417,
        "S_field": 0.47724074125289917,
        "Gamma_field": 0.3339245617389679,
        "S_over_Gamma": 1.429187297821045,
        "Da": 20.928089141845703,
        "E_coh": 0.7274011969566345,
        "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": [
          [
            [
              -91.59,
              44.53
            ],
            [
              -91.57,
              44.53
            ],
            [
              -91.54,
              44.49
            ],
            [
              -91.54,
              44.46
            ],
            [
              -91.57,
              44.44
            ],
            [
              -91.62,
              44.45
            ],
            [
              -91.65,
              44.49
            ],
            [
              -91.65,
              44.51
            ],
            [
              -91.64,
              44.52
            ],
            [
              -91.6,
              44.52
            ],
            [
              -91.59,
              44.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1003,
      "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": "d994c5d0680debd6d6cec5d93b23a3593a08aa1c08a3a5e8d07845e51998c409",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.1003,
        "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": "e17d9585007531002869bc35a5130d332abaac2bd2e9f71588ee8742ef4b2c38"
      },
      "receipt_sha256": "e17d9585007531002869bc35a5130d332abaac2bd2e9f71588ee8742ef4b2c38"
    },
    {
      "storm_id": "935739",
      "lat": 47.3267,
      "lon": -111.5411,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1769.0,
      "ebshear": 36.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5061
        },
        {
          "name": "alignment",
          "value": -4.0299
        },
        {
          "name": "tau",
          "value": 0.4377
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0991
      },
      "coherence_score": 0.437714159488678,
      "coherence_diagnostics": {
        "tau": 0.437714159488678,
        "grad_tau": 0.042610444128513336,
        "torsion": 0.0,
        "alignment": -4.0299482345581055,
        "S_field": 0.40563148260116577,
        "Gamma_field": 0.8422579169273376,
        "S_over_Gamma": 0.4816000759601593,
        "Da": 51.29285430908203,
        "E_coh": 0.7016159892082214,
        "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": [
          [
            [
              -111.54,
              47.36
            ],
            [
              -111.51,
              47.34
            ],
            [
              -111.51,
              47.3
            ],
            [
              -111.52,
              47.29
            ],
            [
              -111.56,
              47.29
            ],
            [
              -111.57,
              47.3
            ],
            [
              -111.57,
              47.35
            ],
            [
              -111.55,
              47.35
            ],
            [
              -111.54,
              47.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0991,
      "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": "98bdb1c255b8ae6afc1bb3d12854dd6a05ba3f6882a47e82472c104c698b5ca1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0991,
        "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": "4b11555959c1c6f76385d326bb6d5675c0cd278940c622ed7074cae29faf758c"
      },
      "receipt_sha256": "4b11555959c1c6f76385d326bb6d5675c0cd278940c622ed7074cae29faf758c"
    },
    {
      "storm_id": "935224",
      "lat": 38.6219,
      "lon": -93.0563,
      "motion_east": 3.4,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2537.0,
      "ebshear": 17.0,
      "srh01": 97.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3811
        },
        {
          "name": "alignment",
          "value": 1.2443
        },
        {
          "name": "tau",
          "value": 1.7724
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0974
      },
      "coherence_score": 1.7723560333251953,
      "coherence_diagnostics": {
        "tau": 1.7723560333251953,
        "grad_tau": 0.19011181592941284,
        "torsion": 0.0,
        "alignment": 1.244267225265503,
        "S_field": 0.5599345564842224,
        "Gamma_field": 0.30725792050361633,
        "S_over_Gamma": 1.8223600387573242,
        "Da": 18.626808166503906,
        "E_coh": 0.9699384570121765,
        "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": [
          [
            [
              -93.06,
              38.72
            ],
            [
              -93.02,
              38.72
            ],
            [
              -93.02,
              38.71
            ],
            [
              -93.0,
              38.69
            ],
            [
              -93.0,
              38.65
            ],
            [
              -93.02,
              38.63
            ],
            [
              -93.03,
              38.63
            ],
            [
              -93.05,
              38.61
            ],
            [
              -93.05,
              38.6
            ],
            [
              -93.03,
              38.58
            ],
            [
              -93.0,
              38.57
            ],
            [
              -93.0,
              38.54
            ],
            [
              -92.98,
              38.52
            ],
            [
              -92.98,
              38.5
            ],
            [
              -93.04,
              38.49
            ],
            [
              -93.07,
              38.52
            ],
            [
              -93.08,
              38.52
            ],
            [
              -93.1,
              38.54
            ],
            [
              -93.13,
              38.62
            ],
            [
              -93.16,
              38.64
            ],
            [
              -93.16,
              38.67
            ],
            [
              -93.12,
              38.67
            ],
            [
              -93.11,
              38.66
            ],
            [
              -93.09,
              38.68
            ],
            [
              -93.09,
              38.69
            ],
            [
              -93.07,
              38.7
            ],
            [
              -93.06,
              38.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0974,
      "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": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0974,
        "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": "e9871c84d2c38e998a2412b260d80f30920bc531fc97c093348f8aa14b0dfc4f"
      },
      "receipt_sha256": "e9871c84d2c38e998a2412b260d80f30920bc531fc97c093348f8aa14b0dfc4f"
    },
    {
      "storm_id": "935556",
      "lat": 31.9367,
      "lon": -84.1944,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3020.0,
      "ebshear": 9.0,
      "srh01": 75.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7561
        },
        {
          "name": "alignment",
          "value": 1.0387
        },
        {
          "name": "tau",
          "value": 2.7148
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.093
      },
      "coherence_score": 2.7148053646087646,
      "coherence_diagnostics": {
        "tau": 2.7148053646087646,
        "grad_tau": 0.06347136199474335,
        "torsion": 0.0,
        "alignment": 1.038684368133545,
        "S_field": 0.5827966332435608,
        "Gamma_field": 0.36559122800827026,
        "S_over_Gamma": 1.594120979309082,
        "Da": 20.608165740966797,
        "E_coh": 0.9869123101234436,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.2,
              31.98
            ],
            [
              -84.17,
              31.98
            ],
            [
              -84.15,
              31.94
            ],
            [
              -84.15,
              31.91
            ],
            [
              -84.18,
              31.89
            ],
            [
              -84.22,
              31.89
            ],
            [
              -84.24,
              31.91
            ],
            [
              -84.24,
              31.95
            ],
            [
              -84.2,
              31.98
            ]
          ]
        ]
      },
      "raw_probability": 0.093,
      "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": "22deee8933456b52b2b8490fc2925c223ddeebb6c8b3875c7acc887e9e9de5d4",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.093,
        "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": "8d9205457b77ee4fd91e6e39d2b6fb8a70192f16d154d382729dc55d71497ce2"
      },
      "receipt_sha256": "8d9205457b77ee4fd91e6e39d2b6fb8a70192f16d154d382729dc55d71497ce2"
    },
    {
      "storm_id": "935531",
      "lat": 45.752,
      "lon": -111.79,
      "motion_east": 4.0,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1351.0,
      "ebshear": 28.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.31,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8811
        },
        {
          "name": "alignment",
          "value": -2.9737
        },
        {
          "name": "tau",
          "value": 0.551
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.092
      },
      "coherence_score": 0.5510019063949585,
      "coherence_diagnostics": {
        "tau": 0.5510019063949585,
        "grad_tau": 0.031712260097265244,
        "torsion": 0.0,
        "alignment": -2.9736993312835693,
        "S_field": 0.37799257040023804,
        "Gamma_field": 1.0697578191757202,
        "S_over_Gamma": 0.35334405303001404,
        "Da": 63.97676086425781,
        "E_coh": 0.4439117908477783,
        "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": [
          [
            [
              -111.81,
              45.79
            ],
            [
              -111.76,
              45.79
            ],
            [
              -111.75,
              45.77
            ],
            [
              -111.75,
              45.74
            ],
            [
              -111.74,
              45.73
            ],
            [
              -111.77,
              45.71
            ],
            [
              -111.83,
              45.71
            ],
            [
              -111.84,
              45.72
            ],
            [
              -111.84,
              45.77
            ],
            [
              -111.81,
              45.79
            ]
          ]
        ]
      },
      "raw_probability": 0.092,
      "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": "5a63b8e228066245915f609025afc1a63a0fb2f8ad922dfc982d5676997f50a5",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.092,
        "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": "e6605e79731db5a808eff94a8ce33638bd50c9ccfa6e3a8f02f172ec661e6c61"
      },
      "receipt_sha256": "e6605e79731db5a808eff94a8ce33638bd50c9ccfa6e3a8f02f172ec661e6c61"
    },
    {
      "storm_id": "935671",
      "lat": 30.9807,
      "lon": -93.7953,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3706.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1311
        },
        {
          "name": "alignment",
          "value": -2.646
        },
        {
          "name": "tau",
          "value": 3.2155
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0915
      },
      "coherence_score": 3.2155237197875977,
      "coherence_diagnostics": {
        "tau": 3.2155237197875977,
        "grad_tau": 0.7133277058601379,
        "torsion": 0.0,
        "alignment": -2.64599871635437,
        "S_field": 0.4268496334552765,
        "Gamma_field": 0.3205912709236145,
        "S_over_Gamma": 1.3314449787139893,
        "Da": 19.93204689025879,
        "E_coh": 0.7897712588310242,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.82,
              31.03
            ],
            [
              -93.8,
              31.02
            ],
            [
              -93.75,
              31.02
            ],
            [
              -93.75,
              30.99
            ],
            [
              -93.76,
              30.99
            ],
            [
              -93.77,
              30.97
            ],
            [
              -93.74,
              30.95
            ],
            [
              -93.78,
              30.92
            ],
            [
              -93.81,
              30.92
            ],
            [
              -93.82,
              30.94
            ],
            [
              -93.84,
              30.94
            ],
            [
              -93.82,
              30.96
            ],
            [
              -93.82,
              31.01
            ],
            [
              -93.83,
              31.02
            ],
            [
              -93.82,
              31.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0915,
      "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": "8fc61c41adf51ecc2bc1564b0e0247c8fd56051b411b2fc30da05db698a5293c",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0915,
        "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": "40a2d981df1a4376990b0c7b22e29e8009f50c6e6013b5d437599ab5c113aca2"
      },
      "receipt_sha256": "40a2d981df1a4376990b0c7b22e29e8009f50c6e6013b5d437599ab5c113aca2"
    },
    {
      "storm_id": "933570",
      "lat": 46.27,
      "lon": -116.0738,
      "motion_east": 9.6,
      "motion_south": -6.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1002.0,
      "ebshear": 44.0,
      "srh01": 20.0,
      "maxllaz": 0.008,
      "mesh": 1.65,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7561
        },
        {
          "name": "alignment",
          "value": 0.1275
        },
        {
          "name": "tau",
          "value": 0.7186
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0904
      },
      "coherence_score": 0.7186175584793091,
      "coherence_diagnostics": {
        "tau": 0.7186175584793091,
        "grad_tau": 0.07037504017353058,
        "torsion": 0.0,
        "alignment": 0.1275375634431839,
        "S_field": 0.23931069672107697,
        "Gamma_field": 0.20059122145175934,
        "S_over_Gamma": 1.1930267810821533,
        "Da": 12.121813774108887,
        "E_coh": 0.22864975035190582,
        "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": [
          [
            [
              -116.07,
              46.33
            ],
            [
              -116.02,
              46.33
            ],
            [
              -116.0,
              46.32
            ],
            [
              -115.98,
              46.3
            ],
            [
              -115.98,
              46.25
            ],
            [
              -116.02,
              46.21
            ],
            [
              -116.04,
              46.2
            ],
            [
              -116.14,
              46.19
            ],
            [
              -116.17,
              46.22
            ],
            [
              -116.17,
              46.26
            ],
            [
              -116.15,
              46.28
            ],
            [
              -116.15,
              46.29
            ],
            [
              -116.07,
              46.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0904,
      "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": "dc2d4e48a1eeae51e08cb6ae57b557b8a5d4d3c3bf8be7d0cadd8cc73ed3f7f0",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0904,
        "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": "b49c758a4c107a1bc61e77295171e6a82f445d87692901c2d85e68bb20515b27"
      },
      "receipt_sha256": "b49c758a4c107a1bc61e77295171e6a82f445d87692901c2d85e68bb20515b27"
    },
    {
      "storm_id": "933271",
      "lat": 32.6272,
      "lon": -97.3806,
      "motion_east": -1.0,
      "motion_south": -16.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2013.0,
      "ebshear": 15.0,
      "srh01": 37.0,
      "maxllaz": 0.007,
      "mesh": 0.74,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6311
        },
        {
          "name": "alignment",
          "value": 0.8164
        },
        {
          "name": "tau",
          "value": 1.2362
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 1.236188292503357,
      "coherence_diagnostics": {
        "tau": 1.236188292503357,
        "grad_tau": 0.1349584311246872,
        "torsion": 0.0,
        "alignment": 0.8163731098175049,
        "S_field": 0.12206343561410904,
        "Gamma_field": 0.35642457008361816,
        "S_over_Gamma": 0.3424663841724396,
        "Da": 20.798824310302734,
        "E_coh": 0.649342954158783,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.41,
              32.71
            ],
            [
              -97.32,
              32.71
            ],
            [
              -97.3,
              32.69
            ],
            [
              -97.3,
              32.68
            ],
            [
              -97.28,
              32.66
            ],
            [
              -97.28,
              32.59
            ],
            [
              -97.3,
              32.57
            ],
            [
              -97.34,
              32.56
            ],
            [
              -97.35,
              32.57
            ],
            [
              -97.42,
              32.57
            ],
            [
              -97.43,
              32.58
            ],
            [
              -97.44,
              32.57
            ],
            [
              -97.46,
              32.58
            ],
            [
              -97.46,
              32.6
            ],
            [
              -97.47,
              32.61
            ],
            [
              -97.44,
              32.65
            ],
            [
              -97.44,
              32.68
            ],
            [
              -97.41,
              32.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0895,
        "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": "53259c9f7de293b38f457d00bce327964717d65393342a1b4b6a09c1577b5039"
      },
      "receipt_sha256": "53259c9f7de293b38f457d00bce327964717d65393342a1b4b6a09c1577b5039"
    },
    {
      "storm_id": "935679",
      "lat": 43.4611,
      "lon": -116.1278,
      "motion_east": 0.7,
      "motion_south": -9.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1145.0,
      "ebshear": 28.0,
      "srh01": 30.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.3811
        },
        {
          "name": "alignment",
          "value": 0.0361
        },
        {
          "name": "tau",
          "value": 0.5426
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0885
      },
      "coherence_score": 0.5425939559936523,
      "coherence_diagnostics": {
        "tau": 0.5425939559936523,
        "grad_tau": 0.11919936537742615,
        "torsion": 0.0,
        "alignment": 0.03612232208251953,
        "S_field": 0.16620638966560364,
        "Gamma_field": 0.5097578763961792,
        "S_over_Gamma": 0.32604968547821045,
        "Da": 28.533714294433594,
        "E_coh": 0.32789650559425354,
        "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": [
          [
            [
              -116.15,
              43.49
            ],
            [
              -116.1,
              43.49
            ],
            [
              -116.09,
              43.48
            ],
            [
              -116.09,
              43.44
            ],
            [
              -116.11,
              43.42
            ],
            [
              -116.14,
              43.42
            ],
            [
              -116.16,
              43.44
            ],
            [
              -116.16,
              43.48
            ],
            [
              -116.15,
              43.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0885,
      "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": "35885584a111431504cf34b51b8261bac59b43a26d81540ff61d8ca3238e3188",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0885,
        "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": "a816338222e662ce7107f2f0f25e04dedbb4ac6291cc7775bc6843b09352d4de"
      },
      "receipt_sha256": "a816338222e662ce7107f2f0f25e04dedbb4ac6291cc7775bc6843b09352d4de"
    },
    {
      "storm_id": "935436",
      "lat": 42.332,
      "lon": -69.9267,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 403.0,
      "ebshear": 55.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2561
        },
        {
          "name": "alignment",
          "value": -7.9156
        },
        {
          "name": "tau",
          "value": 1.2524
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0882
      },
      "coherence_score": 1.2524075508117676,
      "coherence_diagnostics": {
        "tau": 1.2524075508117676,
        "grad_tau": 0.06409163773059845,
        "torsion": 0.0,
        "alignment": -7.915554523468018,
        "S_field": 0.30268752574920654,
        "Gamma_field": 0.18892456591129303,
        "S_over_Gamma": 1.6021608114242554,
        "Da": 10.463056564331055,
        "E_coh": 0.42758381366729736,
        "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": [
          [
            [
              -69.93,
              42.38
            ],
            [
              -69.87,
              42.38
            ],
            [
              -69.85,
              42.36
            ],
            [
              -69.85,
              42.34
            ],
            [
              -69.87,
              42.3
            ],
            [
              -69.89,
              42.29
            ],
            [
              -69.93,
              42.29
            ],
            [
              -69.94,
              42.28
            ],
            [
              -69.95,
              42.29
            ],
            [
              -69.99,
              42.3
            ],
            [
              -70.0,
              42.31
            ],
            [
              -70.0,
              42.34
            ],
            [
              -69.96,
              42.37
            ],
            [
              -69.94,
              42.37
            ],
            [
              -69.93,
              42.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0882,
      "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": "8df9ae053f670df778acc71a84aa20d3f55773249bcf316e9eaec6210927611c",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0882,
        "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": "aa1f25a5b9b8f8dd2454e4da5b861262b961922096671fe77450e6140e1304cb"
      },
      "receipt_sha256": "aa1f25a5b9b8f8dd2454e4da5b861262b961922096671fe77450e6140e1304cb"
    },
    {
      "storm_id": "935468",
      "lat": 44.8873,
      "lon": -110.1073,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1344.0,
      "ebshear": 33.0,
      "srh01": 71.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6311
        },
        {
          "name": "alignment",
          "value": 0.3876
        },
        {
          "name": "tau",
          "value": 0.6691
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0878
      },
      "coherence_score": 0.6690959334373474,
      "coherence_diagnostics": {
        "tau": 0.6690959334373474,
        "grad_tau": 0.12839959561824799,
        "torsion": 0.0,
        "alignment": 0.3875998556613922,
        "S_field": 0.327709436416626,
        "Gamma_field": 0.6439245939254761,
        "S_over_Gamma": 0.508925199508667,
        "Da": 38.08378601074219,
        "E_coh": 0.713645875453949,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.13,
              44.93
            ],
            [
              -110.08,
              44.93
            ],
            [
              -110.04,
              44.89
            ],
            [
              -110.04,
              44.86
            ],
            [
              -110.07,
              44.83
            ],
            [
              -110.12,
              44.84
            ],
            [
              -110.14,
              44.86
            ],
            [
              -110.15,
              44.88
            ],
            [
              -110.14,
              44.89
            ],
            [
              -110.14,
              44.92
            ],
            [
              -110.13,
              44.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0878,
      "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": "d06c550beb7372b6f1f18868c15dee530f0b24a5c8631bacd33b335993f24adc",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0878,
        "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": "22818170dc4a0bbaa93d70e5dfbbed2f280c88a70836be8722688b3bffd0213c"
      },
      "receipt_sha256": "22818170dc4a0bbaa93d70e5dfbbed2f280c88a70836be8722688b3bffd0213c"
    },
    {
      "storm_id": "935707",
      "lat": 42.737,
      "lon": -116.206,
      "motion_east": 2.7,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1875.0,
      "ebshear": 29.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.7561
        },
        {
          "name": "alignment",
          "value": 1.0253
        },
        {
          "name": "tau",
          "value": 0.4679
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0877
      },
      "coherence_score": 0.4679446518421173,
      "coherence_diagnostics": {
        "tau": 0.4679446518421173,
        "grad_tau": 0.10028853267431259,
        "torsion": 0.0,
        "alignment": 1.025261640548706,
        "S_field": 0.1607210338115692,
        "Gamma_field": 0.5947579145431519,
        "S_over_Gamma": 0.2702293395996094,
        "Da": 33.295040130615234,
        "E_coh": 0.33590033650398254,
        "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": [
          [
            [
              -116.22,
              42.78
            ],
            [
              -116.18,
              42.77
            ],
            [
              -116.18,
              42.75
            ],
            [
              -116.16,
              42.73
            ],
            [
              -116.16,
              42.72
            ],
            [
              -116.18,
              42.7
            ],
            [
              -116.24,
              42.7
            ],
            [
              -116.26,
              42.71
            ],
            [
              -116.26,
              42.73
            ],
            [
              -116.22,
              42.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0877,
      "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": "08eb283d3139259edf6c8869c774006b7cb80d5df45e928f69379a3fbeef751d",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0877,
        "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": "2a2c204aa3696ccd9485b50497168250fbce54106d724bae4c7330218f45cd09"
      },
      "receipt_sha256": "2a2c204aa3696ccd9485b50497168250fbce54106d724bae4c7330218f45cd09"
    },
    {
      "storm_id": "935221",
      "lat": 39.8843,
      "lon": -80.56,
      "motion_east": 0.7,
      "motion_south": 2.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3789.0,
      "ebshear": 32.0,
      "srh01": 33.0,
      "maxllaz": 0.004,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8811
        },
        {
          "name": "alignment",
          "value": -0.8399
        },
        {
          "name": "tau",
          "value": 2.6599
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0874
      },
      "coherence_score": 2.65994930267334,
      "coherence_diagnostics": {
        "tau": 2.65994930267334,
        "grad_tau": 0.020177775993943214,
        "torsion": 0.0,
        "alignment": -0.8399341106414795,
        "S_field": 1.6302403211593628,
        "Gamma_field": 0.25475791096687317,
        "S_over_Gamma": 6.399174690246582,
        "Da": 15.131797790527344,
        "E_coh": 0.972734808921814,
        "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": [
          [
            [
              -80.58,
              39.91
            ],
            [
              -80.55,
              39.91
            ],
            [
              -80.53,
              39.89
            ],
            [
              -80.53,
              39.85
            ],
            [
              -80.56,
              39.83
            ],
            [
              -80.59,
              39.89
            ],
            [
              -80.58,
              39.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0874,
      "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": "c84f5bd5129df127984e4516c3a570500318d25953cb8d496fda9036b3963b25",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0874,
        "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": "f582c95dba8ae9c9c8d8367a6c98ba366518b5b80cd3f86cb9805be0ce002200"
      },
      "receipt_sha256": "f582c95dba8ae9c9c8d8367a6c98ba366518b5b80cd3f86cb9805be0ce002200"
    },
    {
      "storm_id": "930137",
      "lat": 46.6094,
      "lon": -109.4963,
      "motion_east": 6.5,
      "motion_south": 4.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1677.0,
      "ebshear": 36.0,
      "srh01": 20.0,
      "maxllaz": 0.009,
      "mesh": 1.24,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.1311
        },
        {
          "name": "alignment",
          "value": -1.8231
        },
        {
          "name": "tau",
          "value": 0.6639
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0871
      },
      "coherence_score": 0.6639401316642761,
      "coherence_diagnostics": {
        "tau": 0.6639401316642761,
        "grad_tau": 0.2506151795387268,
        "torsion": 0.0,
        "alignment": -1.8230624198913574,
        "S_field": 0.3203067183494568,
        "Gamma_field": 0.7805912494659424,
        "S_over_Gamma": 0.4103386104106903,
        "Da": 47.22700119018555,
        "E_coh": 0.33626583218574524,
        "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": [
          [
            [
              -109.54,
              46.68
            ],
            [
              -109.49,
              46.68
            ],
            [
              -109.48,
              46.67
            ],
            [
              -109.46,
              46.67
            ],
            [
              -109.42,
              46.63
            ],
            [
              -109.42,
              46.61
            ],
            [
              -109.41,
              46.6
            ],
            [
              -109.41,
              46.56
            ],
            [
              -109.44,
              46.52
            ],
            [
              -109.48,
              46.5
            ],
            [
              -109.53,
              46.5
            ],
            [
              -109.56,
              46.56
            ],
            [
              -109.59,
              46.59
            ],
            [
              -109.59,
              46.65
            ],
            [
              -109.58,
              46.65
            ],
            [
              -109.54,
              46.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0871,
      "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": "424ee1b2ae2a21264aeeca3275699dfb195c54cdf89e815ad8b2551de167547f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0871,
        "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": "6d662017c0e67e4259c90e860b77c7481f5ca7dcad9de62768286d2cb0188970"
      },
      "receipt_sha256": "6d662017c0e67e4259c90e860b77c7481f5ca7dcad9de62768286d2cb0188970"
    },
    {
      "storm_id": "934232",
      "lat": 33.384,
      "lon": -84.916,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2438.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7561
        },
        {
          "name": "alignment",
          "value": -2.6662
        },
        {
          "name": "tau",
          "value": 2.9101
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0862
      },
      "coherence_score": 2.9101388454437256,
      "coherence_diagnostics": {
        "tau": 2.9101388454437256,
        "grad_tau": 0.12906213104724884,
        "torsion": 0.0,
        "alignment": -2.6662018299102783,
        "S_field": 0.6284289360046387,
        "Gamma_field": 0.2764245867729187,
        "S_over_Gamma": 2.273419141769409,
        "Da": 16.065942764282227,
        "E_coh": 0.9256520867347717,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.94,
              33.42
            ],
            [
              -84.9,
              33.42
            ],
            [
              -84.88,
              33.4
            ],
            [
              -84.88,
              33.36
            ],
            [
              -84.89,
              33.35
            ],
            [
              -84.91,
              33.35
            ],
            [
              -84.92,
              33.34
            ],
            [
              -84.95,
              33.37
            ],
            [
              -84.95,
              33.41
            ],
            [
              -84.94,
              33.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0862,
      "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": "3be8d1a169f000d2d60fc62ad3f3866a71ed7ffee6e385ce79d8dd8e1b964b58",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0862,
        "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": "eac46af41597c0aa7ebbd24f5d94cc279b4d335f0b60c887739d17a7a8309a11"
      },
      "receipt_sha256": "eac46af41597c0aa7ebbd24f5d94cc279b4d335f0b60c887739d17a7a8309a11"
    },
    {
      "storm_id": "935334",
      "lat": 32.2837,
      "lon": -97.7837,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1867.0,
      "ebshear": 21.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1311
        },
        {
          "name": "alignment",
          "value": -2.0124
        },
        {
          "name": "tau",
          "value": 1.1832
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0858
      },
      "coherence_score": 1.1832244396209717,
      "coherence_diagnostics": {
        "tau": 1.1832244396209717,
        "grad_tau": 0.0938149094581604,
        "torsion": 0.0,
        "alignment": -2.012385606765747,
        "S_field": 0.4432741701602936,
        "Gamma_field": 0.28892457485198975,
        "S_over_Gamma": 1.5342210531234741,
        "Da": 17.30838966369629,
        "E_coh": 0.9056671261787415,
        "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": [
          [
            [
              -97.82,
              32.32
            ],
            [
              -97.77,
              32.32
            ],
            [
              -97.74,
              32.3
            ],
            [
              -97.74,
              32.24
            ],
            [
              -97.75,
              32.23
            ],
            [
              -97.81,
              32.26
            ],
            [
              -97.82,
              32.28
            ],
            [
              -97.82,
              32.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0858,
      "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": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0858,
        "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": "fc00d2bdda33ee3db7d8e2edb588de5c740e9de46b9672bdda4ddcccd3ba31d8"
      },
      "receipt_sha256": "fc00d2bdda33ee3db7d8e2edb588de5c740e9de46b9672bdda4ddcccd3ba31d8"
    },
    {
      "storm_id": "935655",
      "lat": 42.3607,
      "lon": -116.1979,
      "motion_east": 2.7,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1458.0,
      "ebshear": 24.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.7561
        },
        {
          "name": "alignment",
          "value": 1.0253
        },
        {
          "name": "tau",
          "value": 0.4679
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0851
      },
      "coherence_score": 0.4679446518421173,
      "coherence_diagnostics": {
        "tau": 0.4679446518421173,
        "grad_tau": 0.10028853267431259,
        "torsion": 0.0,
        "alignment": 1.025261640548706,
        "S_field": 0.1607210338115692,
        "Gamma_field": 0.5947579145431519,
        "S_over_Gamma": 0.2702293395996094,
        "Da": 33.295040130615234,
        "E_coh": 0.33590033650398254,
        "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": [
          [
            [
              -116.23,
              42.41
            ],
            [
              -116.18,
              42.41
            ],
            [
              -116.14,
              42.39
            ],
            [
              -116.12,
              42.36
            ],
            [
              -116.13,
              42.32
            ],
            [
              -116.15,
              42.31
            ],
            [
              -116.18,
              42.31
            ],
            [
              -116.19,
              42.32
            ],
            [
              -116.21,
              42.32
            ],
            [
              -116.25,
              42.34
            ],
            [
              -116.26,
              42.35
            ],
            [
              -116.26,
              42.4
            ],
            [
              -116.24,
              42.4
            ],
            [
              -116.23,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0851,
      "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": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0851,
        "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": "b8ce01c1fc65443db107c8bc8e78427f8627f582a4a3d5ecd1294c6ce01f98f4"
      },
      "receipt_sha256": "b8ce01c1fc65443db107c8bc8e78427f8627f582a4a3d5ecd1294c6ce01f98f4"
    },
    {
      "storm_id": "935191",
      "lat": 48.2733,
      "lon": -115.0211,
      "motion_east": 2.5,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1168.0,
      "ebshear": 43.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 1.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": 8.5036
        },
        {
          "name": "tau",
          "value": 0.367
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0842
      },
      "coherence_score": 0.367005854845047,
      "coherence_diagnostics": {
        "tau": 0.367005854845047,
        "grad_tau": 0.27179625630378723,
        "torsion": 0.0,
        "alignment": 8.503568649291992,
        "S_field": 0.21297100186347961,
        "Gamma_field": 0.16392455995082855,
        "S_over_Gamma": 1.299201250076294,
        "Da": 9.964080810546875,
        "E_coh": 0.34302812814712524,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "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": [
          [
            [
              -115.03,
              48.31
            ],
            [
              -115.0,
              48.31
            ],
            [
              -114.98,
              48.29
            ],
            [
              -114.98,
              48.25
            ],
            [
              -115.0,
              48.23
            ],
            [
              -115.05,
              48.23
            ],
            [
              -115.06,
              48.24
            ],
            [
              -115.06,
              48.29
            ],
            [
              -115.03,
              48.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0842,
      "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": "49ec5b1f29deedb5f6964eedd3980e09fd5bb3b46112db6bdf15c85a54d34bb1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0842,
        "probability": 0.001332,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001332,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b1deb6fc9e21847e0efe11ea46bd3781ca15ea2a21e9999675e166a513a82f7"
      },
      "receipt_sha256": "1b1deb6fc9e21847e0efe11ea46bd3781ca15ea2a21e9999675e166a513a82f7"
    },
    {
      "storm_id": "935528",
      "lat": 48.1141,
      "lon": -114.8671,
      "motion_east": 2.3,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1128.0,
      "ebshear": 38.0,
      "srh01": 15.0,
      "maxllaz": 0.005,
      "mesh": 0.44,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": 8.5036
        },
        {
          "name": "tau",
          "value": 0.367
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0842
      },
      "coherence_score": 0.367005854845047,
      "coherence_diagnostics": {
        "tau": 0.367005854845047,
        "grad_tau": 0.27179625630378723,
        "torsion": 0.0,
        "alignment": 8.503568649291992,
        "S_field": 0.21297100186347961,
        "Gamma_field": 0.16392455995082855,
        "S_over_Gamma": 1.299201250076294,
        "Da": 9.964080810546875,
        "E_coh": 0.34302812814712524,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "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": [
          [
            [
              -114.88,
              48.18
            ],
            [
              -114.84,
              48.18
            ],
            [
              -114.83,
              48.17
            ],
            [
              -114.8,
              48.17
            ],
            [
              -114.78,
              48.16
            ],
            [
              -114.78,
              48.1
            ],
            [
              -114.85,
              48.06
            ],
            [
              -114.86,
              48.05
            ],
            [
              -114.85,
              48.04
            ],
            [
              -114.89,
              48.04
            ],
            [
              -114.89,
              48.05
            ],
            [
              -114.92,
              48.08
            ],
            [
              -114.92,
              48.1
            ],
            [
              -114.93,
              48.11
            ],
            [
              -114.92,
              48.12
            ],
            [
              -114.92,
              48.15
            ],
            [
              -114.88,
              48.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0842,
      "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": "49ec5b1f29deedb5f6964eedd3980e09fd5bb3b46112db6bdf15c85a54d34bb1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0842,
        "probability": 0.001332,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001332,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b1deb6fc9e21847e0efe11ea46bd3781ca15ea2a21e9999675e166a513a82f7"
      },
      "receipt_sha256": "1b1deb6fc9e21847e0efe11ea46bd3781ca15ea2a21e9999675e166a513a82f7"
    },
    {
      "storm_id": "932596",
      "lat": 43.7974,
      "lon": -90.7689,
      "motion_east": 5.2,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1772.0,
      "ebshear": 29.0,
      "srh01": 11.0,
      "maxllaz": 0.007,
      "mesh": 0.27,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.2561
        },
        {
          "name": "alignment",
          "value": -2.0329
        },
        {
          "name": "tau",
          "value": 1.5052
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.084
      },
      "coherence_score": 1.5052032470703125,
      "coherence_diagnostics": {
        "tau": 1.5052032470703125,
        "grad_tau": 0.22096672654151917,
        "torsion": 0.0,
        "alignment": -2.032944440841675,
        "S_field": 0.538896918296814,
        "Gamma_field": 0.3389245867729187,
        "S_over_Gamma": 1.5900201797485352,
        "Da": 20.81899070739746,
        "E_coh": 0.7908666729927063,
        "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,
              43.93
            ],
            [
              -90.76,
              43.92
            ],
            [
              -90.73,
              43.89
            ],
            [
              -90.73,
              43.86
            ],
            [
              -90.6,
              43.75
            ],
            [
              -90.6,
              43.72
            ],
            [
              -90.64,
              43.68
            ],
            [
              -90.68,
              43.67
            ],
            [
              -90.69,
              43.66
            ],
            [
              -90.73,
              43.67
            ],
            [
              -90.79,
              43.74
            ],
            [
              -90.81,
              43.74
            ],
            [
              -90.85,
              43.76
            ],
            [
              -90.87,
              43.78
            ],
            [
              -90.87,
              43.82
            ],
            [
              -90.88,
              43.83
            ],
            [
              -90.88,
              43.89
            ],
            [
              -90.86,
              43.91
            ],
            [
              -90.82,
              43.93
            ]
          ]
        ]
      },
      "raw_probability": 0.084,
      "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": "0da98d16d045b61817a780fe81a35c2ab61ebb1257ba5e83177d8a993527916e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.084,
        "probability": 0.001332,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001332,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11a4dc9af142146fe549eadd77281836127651d515cf35ad93fed90212e34179"
      },
      "receipt_sha256": "11a4dc9af142146fe549eadd77281836127651d515cf35ad93fed90212e34179"
    },
    {
      "storm_id": "933462",
      "lat": 38.249,
      "lon": -93.04,
      "motion_east": 2.4,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2514.0,
      "ebshear": 17.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2561
        },
        {
          "name": "alignment",
          "value": -1.0519
        },
        {
          "name": "tau",
          "value": 1.9391
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0839
      },
      "coherence_score": 1.9391461610794067,
      "coherence_diagnostics": {
        "tau": 1.9391461610794067,
        "grad_tau": 0.17554745078086853,
        "torsion": 0.0,
        "alignment": -1.0519160032272339,
        "S_field": 0.6917365193367004,
        "Gamma_field": 0.27559125423431396,
        "S_over_Gamma": 2.5100090503692627,
        "Da": 17.134714126586914,
        "E_coh": 0.9482011198997498,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.05,
              38.32
            ],
            [
              -93.03,
              38.32
            ],
            [
              -92.97,
              38.25
            ],
            [
              -92.97,
              38.21
            ],
            [
              -93.01,
              38.16
            ],
            [
              -93.05,
              38.17
            ],
            [
              -93.08,
              38.2
            ],
            [
              -93.1,
              38.24
            ],
            [
              -93.09,
              38.3
            ],
            [
              -93.05,
              38.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0839,
      "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": "6664f9843a0fe9035e8b615a196cf080bad1c2378422ff23397782d3f3ee51f7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0839,
        "probability": 0.001332,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001332,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71be8aef1a2ec31493eabdce8aae149f43e08c2f2f127519580386ca37b401b2"
      },
      "receipt_sha256": "71be8aef1a2ec31493eabdce8aae149f43e08c2f2f127519580386ca37b401b2"
    },
    {
      "storm_id": "935126",
      "lat": 44.9825,
      "lon": -109.3219,
      "motion_east": 4.8,
      "motion_south": -4.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1236.0,
      "ebshear": 26.0,
      "srh01": 45.0,
      "maxllaz": 0.005,
      "mesh": 0.44,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.0061
        },
        {
          "name": "alignment",
          "value": 0.1245
        },
        {
          "name": "tau",
          "value": 0.8221
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0836
      },
      "coherence_score": 0.8220723867416382,
      "coherence_diagnostics": {
        "tau": 0.8220723867416382,
        "grad_tau": 0.1560744345188141,
        "torsion": 0.0,
        "alignment": 0.1245431900024414,
        "S_field": 0.3603488504886627,
        "Gamma_field": 0.5614245533943176,
        "S_over_Gamma": 0.6418473124504089,
        "Da": 33.22706604003906,
        "E_coh": 0.6890377402305603,
        "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": [
          [
            [
              -109.33,
              45.05
            ],
            [
              -109.23,
              45.05
            ],
            [
              -109.23,
              45.03
            ],
            [
              -109.21,
              44.99
            ],
            [
              -109.25,
              44.98
            ],
            [
              -109.26,
              44.97
            ],
            [
              -109.28,
              44.97
            ],
            [
              -109.31,
              44.94
            ],
            [
              -109.33,
              44.94
            ],
            [
              -109.36,
              44.92
            ],
            [
              -109.43,
              44.92
            ],
            [
              -109.43,
              44.94
            ],
            [
              -109.41,
              44.95
            ],
            [
              -109.41,
              44.98
            ],
            [
              -109.35,
              45.04
            ],
            [
              -109.33,
              45.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0836,
      "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": "960a0e0a3c9c3e94e181fb58a6a454e5613985dee3043c93b629d2f592b5282d",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0836,
        "probability": 0.001332,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001332,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "466e11faadd66912100659503ad5427542f178ef1172144f55dfec34ec1d8a10"
      },
      "receipt_sha256": "466e11faadd66912100659503ad5427542f178ef1172144f55dfec34ec1d8a10"
    },
    {
      "storm_id": "935704",
      "lat": 46.4693,
      "lon": -109.8711,
      "motion_east": 5.1,
      "motion_south": 1.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1620.0,
      "ebshear": 34.0,
      "srh01": 15.0,
      "maxllaz": 0.004,
      "mesh": 0.34,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0061
        },
        {
          "name": "alignment",
          "value": -1.5013
        },
        {
          "name": "tau",
          "value": 0.7962
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0822
      },
      "coherence_score": 0.7962237596511841,
      "coherence_diagnostics": {
        "tau": 0.7962237596511841,
        "grad_tau": 0.20184162259101868,
        "torsion": 0.0,
        "alignment": -1.5012507438659668,
        "S_field": 0.47239431738853455,
        "Gamma_field": 0.7055912613868713,
        "S_over_Gamma": 0.6695013642311096,
        "Da": 42.236167907714844,
        "E_coh": 0.6291337609291077,
        "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": [
          [
            [
              -109.92,
              46.58
            ],
            [
              -109.89,
              46.58
            ],
            [
              -109.86,
              46.55
            ],
            [
              -109.8,
              46.55
            ],
            [
              -109.79,
              46.56
            ],
            [
              -109.76,
              46.56
            ],
            [
              -109.73,
              46.53
            ],
            [
              -109.73,
              46.49
            ],
            [
              -109.74,
              46.47
            ],
            [
              -109.78,
              46.45
            ],
            [
              -109.83,
              46.44
            ],
            [
              -109.84,
              46.43
            ],
            [
              -109.83,
              46.41
            ],
            [
              -109.83,
              46.34
            ],
            [
              -109.84,
              46.33
            ],
            [
              -109.97,
              46.33
            ],
            [
              -109.98,
              46.32
            ],
            [
              -110.0,
              46.32
            ],
            [
              -109.98,
              46.36
            ],
            [
              -109.98,
              46.38
            ],
            [
              -109.91,
              46.43
            ],
            [
              -109.91,
              46.5
            ],
            [
              -109.93,
              46.52
            ],
            [
              -109.92,
              46.53
            ],
            [
              -109.92,
              46.56
            ],
            [
              -109.93,
              46.57
            ],
            [
              -109.92,
              46.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0822,
      "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": "9cc138d0cf5182418427352d5d10f7ba4548c2913986afc1c5d44141e1d4d048",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0822,
        "probability": 0.00133,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.00133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "269670c1c1e54ad3d723bcd419de13ff99e440ff6ed42d4e8761a5648ab06150"
      },
      "receipt_sha256": "269670c1c1e54ad3d723bcd419de13ff99e440ff6ed42d4e8761a5648ab06150"
    },
    {
      "storm_id": "933894",
      "lat": 46.5309,
      "lon": -110.5514,
      "motion_east": 6.9,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2082.0,
      "ebshear": 27.0,
      "srh01": 23.0,
      "maxllaz": 0.007,
      "mesh": 1.85,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0061
        },
        {
          "name": "alignment",
          "value": -2.5203
        },
        {
          "name": "tau",
          "value": 0.6562
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0818
      },
      "coherence_score": 0.6561704874038696,
      "coherence_diagnostics": {
        "tau": 0.6561704874038696,
        "grad_tau": 0.15773750841617584,
        "torsion": 0.0,
        "alignment": -2.5203447341918945,
        "S_field": 0.7106201648712158,
        "Gamma_field": 0.7822579145431519,
        "S_over_Gamma": 0.9084218144416809,
        "Da": 47.37411117553711,
        "E_coh": 0.9135555028915405,
        "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": [
          [
            [
              -110.48,
              46.65
            ],
            [
              -110.37,
              46.65
            ],
            [
              -110.35,
              46.63
            ],
            [
              -110.35,
              46.6
            ],
            [
              -110.37,
              46.58
            ],
            [
              -110.38,
              46.55
            ],
            [
              -110.41,
              46.52
            ],
            [
              -110.48,
              46.48
            ],
            [
              -110.51,
              46.48
            ],
            [
              -110.52,
              46.47
            ],
            [
              -110.63,
              46.48
            ],
            [
              -110.67,
              46.44
            ],
            [
              -110.69,
              46.43
            ],
            [
              -110.71,
              46.43
            ],
            [
              -110.73,
              46.45
            ],
            [
              -110.73,
              46.49
            ],
            [
              -110.71,
              46.51
            ],
            [
              -110.71,
              46.52
            ],
            [
              -110.69,
              46.52
            ],
            [
              -110.61,
              46.57
            ],
            [
              -110.55,
              46.58
            ],
            [
              -110.48,
              46.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0818,
      "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": "1d1974a5e07bd7a012c11d4e25c65ba79e2871c9c898883c0cf0428aa22cd1da",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0818,
        "probability": 0.00133,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.00133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8fe74c23cc99ad173915678c1d0afd79c253699d98a53c7bf9c6d68162dacef"
      },
      "receipt_sha256": "b8fe74c23cc99ad173915678c1d0afd79c253699d98a53c7bf9c6d68162dacef"
    },
    {
      "storm_id": "934762",
      "lat": 48.9382,
      "lon": -100.09,
      "motion_east": 7.1,
      "motion_south": 3.8,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3669.0,
      "ebshear": 31.0,
      "srh01": 44.0,
      "maxllaz": 0.009,
      "mesh": 1.69,
      "flash_rate": 19.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2561
        },
        {
          "name": "alignment",
          "value": 0.3632
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.081
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6184775829315186,
        "torsion": 0.0,
        "alignment": 0.36322784423828125,
        "S_field": 0.21229992806911469,
        "Gamma_field": 0.4314245879650116,
        "S_over_Gamma": 0.49209046363830566,
        "Da": 24.65700912475586,
        "E_coh": 0.4799446761608124,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -100.08,
              49.03
            ],
            [
              -100.06,
              49.02
            ],
            [
              -100.03,
              49.02
            ],
            [
              -99.96,
              48.94
            ],
            [
              -99.96,
              48.88
            ],
            [
              -99.98,
              48.86
            ],
            [
              -100.02,
              48.85
            ],
            [
              -100.03,
              48.84
            ],
            [
              -100.19,
              48.84
            ],
            [
              -100.21,
              48.85
            ],
            [
              -100.22,
              48.86
            ],
            [
              -100.22,
              48.91
            ],
            [
              -100.15,
              48.99
            ],
            [
              -100.14,
              48.99
            ],
            [
              -100.11,
              49.02
            ],
            [
              -100.09,
              49.02
            ],
            [
              -100.08,
              49.03
            ]
          ]
        ]
      },
      "raw_probability": 0.081,
      "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": "4960488e3c0e2d89e94bf871a0826f1b7344b4d760d52c303af87aa16aec3c2a",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.081,
        "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": "dc14799da6f01c0681c75cbf02d58333dce79bd7449b4c48322ad7289ff09adc"
      },
      "receipt_sha256": "dc14799da6f01c0681c75cbf02d58333dce79bd7449b4c48322ad7289ff09adc"
    },
    {
      "storm_id": "935761",
      "lat": 32.4756,
      "lon": -97.1011,
      "motion_east": 0.4,
      "motion_south": -9.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2094.0,
      "ebshear": 15.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6311
        },
        {
          "name": "alignment",
          "value": 0.8164
        },
        {
          "name": "tau",
          "value": 1.2362
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.081
      },
      "coherence_score": 1.236188292503357,
      "coherence_diagnostics": {
        "tau": 1.236188292503357,
        "grad_tau": 0.1349584311246872,
        "torsion": 0.0,
        "alignment": 0.8163731098175049,
        "S_field": 0.12206343561410904,
        "Gamma_field": 0.35642457008361816,
        "S_over_Gamma": 0.3424663841724396,
        "Da": 20.798824310302734,
        "E_coh": 0.649342954158783,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.12,
              32.5
            ],
            [
              -97.08,
              32.5
            ],
            [
              -97.07,
              32.49
            ],
            [
              -97.07,
              32.46
            ],
            [
              -97.08,
              32.44
            ],
            [
              -97.11,
              32.44
            ],
            [
              -97.13,
              32.46
            ],
            [
              -97.13,
              32.49
            ],
            [
              -97.12,
              32.5
            ]
          ]
        ]
      },
      "raw_probability": 0.081,
      "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": "4960488e3c0e2d89e94bf871a0826f1b7344b4d760d52c303af87aa16aec3c2a",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.081,
        "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": "dc14799da6f01c0681c75cbf02d58333dce79bd7449b4c48322ad7289ff09adc"
      },
      "receipt_sha256": "dc14799da6f01c0681c75cbf02d58333dce79bd7449b4c48322ad7289ff09adc"
    },
    {
      "storm_id": "934285",
      "lat": 47.9089,
      "lon": -115.2917,
      "motion_east": 9.9,
      "motion_south": -5.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1443.0,
      "ebshear": 38.0,
      "srh01": 16.0,
      "maxllaz": 0.006,
      "mesh": 0.85,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0061
        },
        {
          "name": "alignment",
          "value": 3.9634
        },
        {
          "name": "tau",
          "value": 0.5429
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0799
      },
      "coherence_score": 0.5428755283355713,
      "coherence_diagnostics": {
        "tau": 0.5428755283355713,
        "grad_tau": 0.13706322014331818,
        "torsion": 0.0,
        "alignment": 3.963426113128662,
        "S_field": 0.11082611232995987,
        "Gamma_field": 0.15975789725780487,
        "S_over_Gamma": 0.6937128901481628,
        "Da": 9.803093910217285,
        "E_coh": 0.06803569197654724,
        "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": [
          [
            [
              -115.28,
              48.0
            ],
            [
              -115.22,
              48.0
            ],
            [
              -115.18,
              47.98
            ],
            [
              -115.17,
              47.96
            ],
            [
              -115.17,
              47.92
            ],
            [
              -115.22,
              47.88
            ],
            [
              -115.24,
              47.88
            ],
            [
              -115.25,
              47.87
            ],
            [
              -115.26,
              47.88
            ],
            [
              -115.27,
              47.87
            ],
            [
              -115.33,
              47.87
            ],
            [
              -115.34,
              47.86
            ],
            [
              -115.4,
              47.86
            ],
            [
              -115.42,
              47.85
            ],
            [
              -115.43,
              47.86
            ],
            [
              -115.4,
              47.89
            ],
            [
              -115.39,
              47.93
            ],
            [
              -115.28,
              48.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0799,
      "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": "b232a4a7bcaa590fd9c8fb8e7e865f9c79219b0648340de6f6a337a07f951669",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0799,
        "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": "5e85bc656ebfcbd027513edbd700fa429179dd64772c16ee20e5f144efb0e5c7"
      },
      "receipt_sha256": "5e85bc656ebfcbd027513edbd700fa429179dd64772c16ee20e5f144efb0e5c7"
    },
    {
      "storm_id": "935750",
      "lat": 38.257,
      "lon": -93.198,
      "motion_east": 2.4,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2634.0,
      "ebshear": 19.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3811
        },
        {
          "name": "alignment",
          "value": 1.2443
        },
        {
          "name": "tau",
          "value": 1.7724
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0783
      },
      "coherence_score": 1.7723560333251953,
      "coherence_diagnostics": {
        "tau": 1.7723560333251953,
        "grad_tau": 0.19011181592941284,
        "torsion": 0.0,
        "alignment": 1.244267225265503,
        "S_field": 0.5599345564842224,
        "Gamma_field": 0.30725792050361633,
        "S_over_Gamma": 1.8223600387573242,
        "Da": 18.626808166503906,
        "E_coh": 0.9699384570121765,
        "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": [
          [
            [
              -93.21,
              38.31
            ],
            [
              -93.17,
              38.31
            ],
            [
              -93.15,
              38.29
            ],
            [
              -93.15,
              38.23
            ],
            [
              -93.17,
              38.19
            ],
            [
              -93.22,
              38.19
            ],
            [
              -93.24,
              38.22
            ],
            [
              -93.23,
              38.24
            ],
            [
              -93.23,
              38.28
            ],
            [
              -93.21,
              38.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0783,
      "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": "2fe1d232f0296e11401507d1bc15adb4b8292a0a759fecaeb7191569cb7f3f17",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0783,
        "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": "3e0902967e61b71c112b8de681b539dd584dd0d982b7d0455db26a9f54da245a"
      },
      "receipt_sha256": "3e0902967e61b71c112b8de681b539dd584dd0d982b7d0455db26a9f54da245a"
    },
    {
      "storm_id": "935124",
      "lat": 26.9764,
      "lon": -80.9721,
      "motion_east": 3.9,
      "motion_south": 2.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3634.0,
      "ebshear": 22.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1311
        },
        {
          "name": "alignment",
          "value": 0.7894
        },
        {
          "name": "tau",
          "value": 2.8609
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0776
      },
      "coherence_score": 2.8608577251434326,
      "coherence_diagnostics": {
        "tau": 2.8608577251434326,
        "grad_tau": 0.8103823065757751,
        "torsion": 0.0,
        "alignment": 0.7893767356872559,
        "S_field": 1.1457324028015137,
        "Gamma_field": 0.2780912518501282,
        "S_over_Gamma": 4.1199870109558105,
        "Da": 16.839719772338867,
        "E_coh": 0.9899529218673706,
        "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": [
          [
            [
              -80.99,
              27.05
            ],
            [
              -80.92,
              27.05
            ],
            [
              -80.89,
              27.03
            ],
            [
              -80.89,
              26.97
            ],
            [
              -80.91,
              26.95
            ],
            [
              -80.92,
              26.91
            ],
            [
              -80.93,
              26.9
            ],
            [
              -81.0,
              26.9
            ],
            [
              -81.03,
              26.93
            ],
            [
              -81.03,
              26.95
            ],
            [
              -81.04,
              26.96
            ],
            [
              -81.04,
              27.0
            ],
            [
              -81.03,
              27.02
            ],
            [
              -80.99,
              27.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0776,
      "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": "c7e07155025305c88ca81ccaab63d30a8b38d18be02aae988d593eed6b9e77bb",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0776,
        "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": "899119c1af41522fa04cf55a504345fb2fbcf48de5fbdcb571238ee7cc0c0229"
      },
      "receipt_sha256": "899119c1af41522fa04cf55a504345fb2fbcf48de5fbdcb571238ee7cc0c0229"
    },
    {
      "storm_id": "935524",
      "lat": 29.2571,
      "lon": -96.96,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3721.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6311
        },
        {
          "name": "alignment",
          "value": -0.5037
        },
        {
          "name": "tau",
          "value": 1.9564
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0771
      },
      "coherence_score": 1.9564167261123657,
      "coherence_diagnostics": {
        "tau": 1.9564167261123657,
        "grad_tau": 0.2503431737422943,
        "torsion": 0.0,
        "alignment": -0.5036582946777344,
        "S_field": 1.2865893840789795,
        "Gamma_field": 0.27309125661849976,
        "S_over_Gamma": 4.711206912994385,
        "Da": 16.804115295410156,
        "E_coh": 0.8390167355537415,
        "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": [
          [
            [
              -96.99,
              29.3
            ],
            [
              -96.92,
              29.3
            ],
            [
              -96.92,
              29.23
            ],
            [
              -96.93,
              29.22
            ],
            [
              -96.98,
              29.22
            ],
            [
              -96.99,
              29.23
            ],
            [
              -96.99,
              29.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0771,
      "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": "0c77ca1b17eaf8ba5cc2a4b22c3b45144149816287ff3a035c285e96a693e245",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0771,
        "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": "4281da6905b0860404a3f117eba1124f13f0df3e25a5467ce6673ef4b9cd11e2"
      },
      "receipt_sha256": "4281da6905b0860404a3f117eba1124f13f0df3e25a5467ce6673ef4b9cd11e2"
    },
    {
      "storm_id": "934308",
      "lat": 32.1763,
      "lon": -84.655,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1595.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2561
        },
        {
          "name": "alignment",
          "value": -1.9012
        },
        {
          "name": "tau",
          "value": 2.7741
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0768
      },
      "coherence_score": 2.774061441421509,
      "coherence_diagnostics": {
        "tau": 2.774061441421509,
        "grad_tau": 0.21526585519313812,
        "torsion": 0.0,
        "alignment": -1.9012101888656616,
        "S_field": 0.5758184194564819,
        "Gamma_field": 0.36725789308547974,
        "S_over_Gamma": 1.5678857564926147,
        "Da": 21.089258193969727,
        "E_coh": 0.9389501214027405,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.67,
              32.2
            ],
            [
              -84.63,
              32.2
            ],
            [
              -84.62,
              32.19
            ],
            [
              -84.62,
              32.14
            ],
            [
              -84.67,
              32.14
            ],
            [
              -84.68,
              32.15
            ],
            [
              -84.68,
              32.19
            ],
            [
              -84.67,
              32.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0768,
      "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": "c6394141b9b401a741098a9da17ffa0a18d9e830d1c7234290e2d3e9ac53da41",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0768,
        "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": "d30a18414c98a90c2f1d4e51ed0e9100db48e5a0122366e5b2ff7dd5b6b7cde3"
      },
      "receipt_sha256": "d30a18414c98a90c2f1d4e51ed0e9100db48e5a0122366e5b2ff7dd5b6b7cde3"
    },
    {
      "storm_id": "935348",
      "lat": 39.8143,
      "lon": -80.2167,
      "motion_east": 1.5,
      "motion_south": 3.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4030.0,
      "ebshear": 32.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.67,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8811
        },
        {
          "name": "alignment",
          "value": -0.8399
        },
        {
          "name": "tau",
          "value": 2.6599
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0761
      },
      "coherence_score": 2.65994930267334,
      "coherence_diagnostics": {
        "tau": 2.65994930267334,
        "grad_tau": 0.020177775993943214,
        "torsion": 0.0,
        "alignment": -0.8399341106414795,
        "S_field": 1.6302403211593628,
        "Gamma_field": 0.25475791096687317,
        "S_over_Gamma": 6.399174690246582,
        "Da": 15.131797790527344,
        "E_coh": 0.972734808921814,
        "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": [
          [
            [
              -80.31,
              39.87
            ],
            [
              -80.29,
              39.86
            ],
            [
              -80.24,
              39.87
            ],
            [
              -80.23,
              39.86
            ],
            [
              -80.21,
              39.86
            ],
            [
              -80.2,
              39.85
            ],
            [
              -80.18,
              39.85
            ],
            [
              -80.17,
              39.84
            ],
            [
              -80.15,
              39.84
            ],
            [
              -80.11,
              39.82
            ],
            [
              -80.08,
              39.78
            ],
            [
              -80.09,
              39.74
            ],
            [
              -80.1,
              39.73
            ],
            [
              -80.19,
              39.73
            ],
            [
              -80.2,
              39.74
            ],
            [
              -80.27,
              39.75
            ],
            [
              -80.31,
              39.79
            ],
            [
              -80.3,
              39.8
            ],
            [
              -80.3,
              39.82
            ],
            [
              -80.31,
              39.83
            ],
            [
              -80.31,
              39.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0761,
      "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": "8f5d124f70633a676620ca26a3d8c911bd03f2945c4754290601639281ab6a63",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0761,
        "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": "8415b631fd08b7a7d2eb9b715369806d8ab90d5e50b311b466db6f9541249005"
      },
      "receipt_sha256": "8415b631fd08b7a7d2eb9b715369806d8ab90d5e50b311b466db6f9541249005"
    },
    {
      "storm_id": "935745",
      "lat": 39.922,
      "lon": -80.73,
      "motion_east": 0.6,
      "motion_south": 2.8,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3719.0,
      "ebshear": 32.0,
      "srh01": 31.0,
      "maxllaz": 0.0,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8811
        },
        {
          "name": "alignment",
          "value": -0.8399
        },
        {
          "name": "tau",
          "value": 2.6599
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0748
      },
      "coherence_score": 2.65994930267334,
      "coherence_diagnostics": {
        "tau": 2.65994930267334,
        "grad_tau": 0.020177775993943214,
        "torsion": 0.0,
        "alignment": -0.8399341106414795,
        "S_field": 1.6302403211593628,
        "Gamma_field": 0.25475791096687317,
        "S_over_Gamma": 6.399174690246582,
        "Da": 15.131797790527344,
        "E_coh": 0.972734808921814,
        "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": [
          [
            [
              -80.77,
              39.94
            ],
            [
              -80.67,
              39.94
            ],
            [
              -80.67,
              39.93
            ],
            [
              -80.7,
              39.9
            ],
            [
              -80.72,
              39.9
            ],
            [
              -80.73,
              39.91
            ],
            [
              -80.75,
              39.91
            ],
            [
              -80.75,
              39.92
            ],
            [
              -80.77,
              39.93
            ],
            [
              -80.77,
              39.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0748,
      "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": "cc6673399b646eb97d5dfa030d91c8d004e48e7059b37384607caa59b71bd990",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0748,
        "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": "4af97ec76ec3de0832d3ad5f1da3f26a8234413ef69319d9976ebc5e081d262b"
      },
      "receipt_sha256": "4af97ec76ec3de0832d3ad5f1da3f26a8234413ef69319d9976ebc5e081d262b"
    },
    {
      "storm_id": "935751",
      "lat": 37.6664,
      "lon": -86.7336,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3302.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.8811
        },
        {
          "name": "alignment",
          "value": -4.5771
        },
        {
          "name": "tau",
          "value": 3.7007
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.074
      },
      "coherence_score": 3.7007341384887695,
      "coherence_diagnostics": {
        "tau": 3.7007341384887695,
        "grad_tau": 0.2969655692577362,
        "torsion": 0.0,
        "alignment": -4.577086448669434,
        "S_field": 1.5390732288360596,
        "Gamma_field": 0.2064245641231537,
        "S_over_Gamma": 7.455862998962402,
        "Da": 12.791308403015137,
        "E_coh": 0.940660297870636,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.74,
              37.71
            ],
            [
              -86.71,
              37.71
            ],
            [
              -86.69,
              37.7
            ],
            [
              -86.69,
              37.66
            ],
            [
              -86.68,
              37.65
            ],
            [
              -86.7,
              37.62
            ],
            [
              -86.74,
              37.62
            ],
            [
              -86.75,
              37.63
            ],
            [
              -86.77,
              37.63
            ],
            [
              -86.76,
              37.65
            ],
            [
              -86.77,
              37.66
            ],
            [
              -86.77,
              37.68
            ],
            [
              -86.76,
              37.7
            ],
            [
              -86.74,
              37.71
            ]
          ]
        ]
      },
      "raw_probability": 0.074,
      "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": "27cee699478d8064284419d048c5c75e9c486475de56f3e44e0855a7980f2f5f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.074,
        "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": "82e0d7bc1dd76d3d96aa3b02980069b8aa56cfbfe86a3c1018fe4b70e94f0c62"
      },
      "receipt_sha256": "82e0d7bc1dd76d3d96aa3b02980069b8aa56cfbfe86a3c1018fe4b70e94f0c62"
    },
    {
      "storm_id": "935341",
      "lat": 46.0,
      "lon": -112.5033,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1625.0,
      "ebshear": 21.0,
      "srh01": 10.0,
      "maxllaz": 0.004,
      "mesh": 1.08,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0061
        },
        {
          "name": "alignment",
          "value": -3.2039
        },
        {
          "name": "tau",
          "value": 0.4676
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0738
      },
      "coherence_score": 0.467589408159256,
      "coherence_diagnostics": {
        "tau": 0.467589408159256,
        "grad_tau": 0.09589608758687973,
        "torsion": 0.0,
        "alignment": -3.203883647918701,
        "S_field": 0.3869987428188324,
        "Gamma_field": 1.3497579097747803,
        "S_over_Gamma": 0.28671714663505554,
        "Da": 85.67061614990234,
        "E_coh": 0.26162636280059814,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.52,
              46.03
            ],
            [
              -112.48,
              46.03
            ],
            [
              -112.47,
              46.02
            ],
            [
              -112.47,
              45.98
            ],
            [
              -112.49,
              45.96
            ],
            [
              -112.52,
              45.96
            ],
            [
              -112.53,
              45.97
            ],
            [
              -112.53,
              46.02
            ],
            [
              -112.52,
              46.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0738,
      "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": "648b05637c9f73f1e640bb91e22eb83196ddcf3ed8fedf2d639562f73e253748",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0738,
        "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": "71ee9874cf1631a7a49b5a14fbda68a39fcff94c8bfd07e31425d556798ce21c"
      },
      "receipt_sha256": "71ee9874cf1631a7a49b5a14fbda68a39fcff94c8bfd07e31425d556798ce21c"
    },
    {
      "storm_id": "935763",
      "lat": 32.0257,
      "lon": -111.8114,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1276.0,
      "ebshear": 10.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8811
        },
        {
          "name": "alignment",
          "value": -3.2703
        },
        {
          "name": "tau",
          "value": 0.5433
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 0.5433238744735718,
      "coherence_diagnostics": {
        "tau": 0.5433238744735718,
        "grad_tau": 0.17134353518486023,
        "torsion": 0.0,
        "alignment": -3.270338535308838,
        "S_field": 0.09759464859962463,
        "Gamma_field": 0.9814246296882629,
        "S_over_Gamma": 0.09944181889295578,
        "Da": 57.64411544799805,
        "E_coh": 0.34664303064346313,
        "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": [
          [
            [
              -111.79,
              32.08
            ],
            [
              -111.78,
              32.07
            ],
            [
              -111.78,
              32.03
            ],
            [
              -111.77,
              32.01
            ],
            [
              -111.78,
              31.99
            ],
            [
              -111.79,
              31.99
            ],
            [
              -111.8,
              31.97
            ],
            [
              -111.82,
              31.96
            ],
            [
              -111.87,
              31.99
            ],
            [
              -111.87,
              32.02
            ],
            [
              -111.88,
              32.03
            ],
            [
              -111.84,
              32.07
            ],
            [
              -111.8,
              32.07
            ],
            [
              -111.79,
              32.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "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": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0735,
        "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": "35c8752555a643e8bfb4b1dc1f9e88e2d2100f878af73b7f1b7e0f2e287e6187"
      },
      "receipt_sha256": "35c8752555a643e8bfb4b1dc1f9e88e2d2100f878af73b7f1b7e0f2e287e6187"
    },
    {
      "storm_id": "935614",
      "lat": 49.39,
      "lon": -99.7932,
      "motion_east": 6.4,
      "motion_south": 1.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3125.0,
      "ebshear": 34.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2561
        },
        {
          "name": "alignment",
          "value": 0.3632
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0732
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6184775829315186,
        "torsion": 0.0,
        "alignment": 0.36322784423828125,
        "S_field": 0.21229992806911469,
        "Gamma_field": 0.4314245879650116,
        "S_over_Gamma": 0.49209046363830566,
        "Da": 24.65700912475586,
        "E_coh": 0.4799446761608124,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -99.8,
              49.5
            ],
            [
              -99.78,
              49.49
            ],
            [
              -99.74,
              49.5
            ],
            [
              -99.7,
              49.48
            ],
            [
              -99.65,
              49.42
            ],
            [
              -99.65,
              49.36
            ],
            [
              -99.71,
              49.33
            ],
            [
              -99.73,
              49.31
            ],
            [
              -99.73,
              49.29
            ],
            [
              -99.8,
              49.29
            ],
            [
              -99.81,
              49.3
            ],
            [
              -99.88,
              49.3
            ],
            [
              -99.9,
              49.31
            ],
            [
              -99.9,
              49.34
            ],
            [
              -99.88,
              49.36
            ],
            [
              -99.89,
              49.37
            ],
            [
              -99.85,
              49.37
            ],
            [
              -99.81,
              49.4
            ],
            [
              -99.82,
              49.43
            ],
            [
              -99.81,
              49.44
            ],
            [
              -99.81,
              49.49
            ],
            [
              -99.8,
              49.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0732,
      "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": "d8ce04d6a41fe41c82861b37e2efd838749d9f4bf7a1fd28414203213f7d06c0",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0732,
        "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": "a87e433cb142548ee8d759463bc69b87596bdf9818da1e540e6c6b4f2b4bde77"
      },
      "receipt_sha256": "a87e433cb142548ee8d759463bc69b87596bdf9818da1e540e6c6b4f2b4bde77"
    },
    {
      "storm_id": "935210",
      "lat": 30.7608,
      "lon": -112.1317,
      "motion_east": 0.8,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1896.0,
      "ebshear": 19.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3811
        },
        {
          "name": "alignment",
          "value": 0.4222
        },
        {
          "name": "tau",
          "value": 0.5423
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0722
      },
      "coherence_score": 0.542324960231781,
      "coherence_diagnostics": {
        "tau": 0.542324960231781,
        "grad_tau": 0.03288508579134941,
        "torsion": 0.0,
        "alignment": 0.42216867208480835,
        "S_field": 0.055849429219961166,
        "Gamma_field": 0.17809122800827026,
        "S_over_Gamma": 0.3136001229286194,
        "Da": 10.745972633361816,
        "E_coh": 0.4965600073337555,
        "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": [
          [
            [
              -112.13,
              30.8
            ],
            [
              -112.08,
              30.8
            ],
            [
              -112.06,
              30.79
            ],
            [
              -112.06,
              30.76
            ],
            [
              -112.07,
              30.74
            ],
            [
              -112.14,
              30.7
            ],
            [
              -112.19,
              30.7
            ],
            [
              -112.2,
              30.71
            ],
            [
              -112.2,
              30.76
            ],
            [
              -112.18,
              30.78
            ],
            [
              -112.14,
              30.79
            ],
            [
              -112.13,
              30.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0722,
      "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": "6fa6d5022f709115430e127443e86c21232d8af21da18ffeabe112f0e43547cc",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0722,
        "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": "8fad680413cbf9481457e14f9f77669aa7c11271f50c9ca1229bb3599101e000"
      },
      "receipt_sha256": "8fad680413cbf9481457e14f9f77669aa7c11271f50c9ca1229bb3599101e000"
    },
    {
      "storm_id": "933312",
      "lat": 33.1845,
      "lon": -96.3091,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1768.0,
      "ebshear": 23.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7561
        },
        {
          "name": "alignment",
          "value": 1.9831
        },
        {
          "name": "tau",
          "value": 1.4108
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0705
      },
      "coherence_score": 1.4107749462127686,
      "coherence_diagnostics": {
        "tau": 1.4107749462127686,
        "grad_tau": 0.22454999387264252,
        "torsion": 0.0,
        "alignment": 1.9830704927444458,
        "S_field": 0.17297080159187317,
        "Gamma_field": 0.31725791096687317,
        "S_over_Gamma": 0.5452056527137756,
        "Da": 18.025007247924805,
        "E_coh": 0.7699342370033264,
        "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": [
          [
            [
              -96.34,
              33.23
            ],
            [
              -96.28,
              33.22
            ],
            [
              -96.25,
              33.19
            ],
            [
              -96.25,
              33.14
            ],
            [
              -96.26,
              33.13
            ],
            [
              -96.31,
              33.13
            ],
            [
              -96.34,
              33.16
            ],
            [
              -96.34,
              33.19
            ],
            [
              -96.35,
              33.2
            ],
            [
              -96.34,
              33.21
            ],
            [
              -96.34,
              33.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0705,
      "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": "102b508b575c1184c9dc1d708d8ef5523309ec246b1646a6686b297b87222903",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0705,
        "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": "5083a84a8ba457dffccb3583c7ef206ab2484cd698bd843372e0e668903011eb"
      },
      "receipt_sha256": "5083a84a8ba457dffccb3583c7ef206ab2484cd698bd843372e0e668903011eb"
    },
    {
      "storm_id": "935060",
      "lat": 49.1627,
      "lon": -99.92,
      "motion_east": 5.2,
      "motion_south": 2.8,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3492.0,
      "ebshear": 30.0,
      "srh01": 48.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2561
        },
        {
          "name": "alignment",
          "value": 0.3632
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0704
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6184775829315186,
        "torsion": 0.0,
        "alignment": 0.36322784423828125,
        "S_field": 0.21229992806911469,
        "Gamma_field": 0.4314245879650116,
        "S_over_Gamma": 0.49209046363830566,
        "Da": 24.65700912475586,
        "E_coh": 0.4799446761608124,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -99.91,
              49.23
            ],
            [
              -99.88,
              49.23
            ],
            [
              -99.86,
              49.22
            ],
            [
              -99.83,
              49.18
            ],
            [
              -99.84,
              49.1
            ],
            [
              -99.86,
              49.08
            ],
            [
              -99.9,
              49.08
            ],
            [
              -99.94,
              49.11
            ],
            [
              -99.95,
              49.11
            ],
            [
              -99.98,
              49.14
            ],
            [
              -100.0,
              49.14
            ],
            [
              -100.01,
              49.15
            ],
            [
              -100.01,
              49.22
            ],
            [
              -99.92,
              49.22
            ],
            [
              -99.91,
              49.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0704,
      "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": "1f0e6fac9cf3286554b123f1746a57165f6e7b47c1463b98e80d5618092478e5",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0704,
        "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": "5bc8e2ddac78facae808a84802895503caa76687ee0d50a36fba1ed97a9c5933"
      },
      "receipt_sha256": "5bc8e2ddac78facae808a84802895503caa76687ee0d50a36fba1ed97a9c5933"
    },
    {
      "storm_id": "935604",
      "lat": 35.8125,
      "lon": -96.154,
      "motion_east": 2.8,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1981.0,
      "ebshear": 11.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.7561
        },
        {
          "name": "alignment",
          "value": 0.088
        },
        {
          "name": "tau",
          "value": 1.0595
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0698
      },
      "coherence_score": 1.0594875812530518,
      "coherence_diagnostics": {
        "tau": 1.0594875812530518,
        "grad_tau": 0.33835309743881226,
        "torsion": 0.0,
        "alignment": 0.08797293901443481,
        "S_field": 0.21555137634277344,
        "Gamma_field": 0.413091242313385,
        "S_over_Gamma": 0.5218008756637573,
        "Da": 25.48271369934082,
        "E_coh": 0.9550856351852417,
        "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": [
          [
            [
              -96.22,
              35.87
            ],
            [
              -96.19,
              35.87
            ],
            [
              -96.15,
              35.84
            ],
            [
              -96.13,
              35.84
            ],
            [
              -96.09,
              35.87
            ],
            [
              -96.03,
              35.87
            ],
            [
              -96.02,
              35.85
            ],
            [
              -96.02,
              35.81
            ],
            [
              -96.04,
              35.79
            ],
            [
              -96.05,
              35.79
            ],
            [
              -96.07,
              35.77
            ],
            [
              -96.14,
              35.73
            ],
            [
              -96.19,
              35.73
            ],
            [
              -96.23,
              35.76
            ],
            [
              -96.24,
              35.76
            ],
            [
              -96.26,
              35.78
            ],
            [
              -96.26,
              35.8
            ],
            [
              -96.27,
              35.81
            ],
            [
              -96.26,
              35.84
            ],
            [
              -96.22,
              35.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0698,
      "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": "bdc8dfcf2c683b90104ef6130df164ef06cb966dd7e7aee7e1158f19d2f00e78",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0698,
        "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": "32586864e30db7b5868e5aef2e2ff585bd0394c525fad78dfe240cb10a44fda7"
      },
      "receipt_sha256": "32586864e30db7b5868e5aef2e2ff585bd0394c525fad78dfe240cb10a44fda7"
    },
    {
      "storm_id": "935388",
      "lat": 37.5518,
      "lon": -86.2473,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2857.0,
      "ebshear": 11.0,
      "srh01": 3.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2561
        },
        {
          "name": "alignment",
          "value": -4.9373
        },
        {
          "name": "tau",
          "value": 3.6341
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0696
      },
      "coherence_score": 3.634122133255005,
      "coherence_diagnostics": {
        "tau": 3.634122133255005,
        "grad_tau": 0.23830454051494598,
        "torsion": 0.0,
        "alignment": -4.937267303466797,
        "S_field": 1.0708903074264526,
        "Gamma_field": 0.24725788831710815,
        "S_over_Gamma": 4.331066131591797,
        "Da": 15.41111946105957,
        "E_coh": 0.9252774119377136,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.28,
              37.6
            ],
            [
              -86.23,
              37.6
            ],
            [
              -86.2,
              37.55
            ],
            [
              -86.2,
              37.53
            ],
            [
              -86.21,
              37.53
            ],
            [
              -86.23,
              37.51
            ],
            [
              -86.24,
              37.52
            ],
            [
              -86.27,
              37.51
            ],
            [
              -86.29,
              37.53
            ],
            [
              -86.29,
              37.59
            ],
            [
              -86.28,
              37.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0696,
      "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": "baec2f6e7ce6d5040d81a3e005b14272d8f367d0a510f38ee27b59b667962176",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0696,
        "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": "a1a93e5f769317284b58dc708c60c5c62b8b59ef81752da8954e2ed62da891ce"
      },
      "receipt_sha256": "a1a93e5f769317284b58dc708c60c5c62b8b59ef81752da8954e2ed62da891ce"
    },
    {
      "storm_id": "935184",
      "lat": 31.245,
      "lon": -103.1094,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1802.0,
      "ebshear": 19.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.0061
        },
        {
          "name": "alignment",
          "value": -4.0345
        },
        {
          "name": "tau",
          "value": 0.6706
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.069
      },
      "coherence_score": 0.6705877780914307,
      "coherence_diagnostics": {
        "tau": 0.6705877780914307,
        "grad_tau": 0.10990121215581894,
        "torsion": 0.0,
        "alignment": -4.034510612487793,
        "S_field": 0.14482352137565613,
        "Gamma_field": 0.5055912137031555,
        "S_over_Gamma": 0.28644391894340515,
        "Da": 30.069795608520508,
        "E_coh": 0.5707024335861206,
        "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": [
          [
            [
              -103.11,
              31.31
            ],
            [
              -103.07,
              31.31
            ],
            [
              -103.05,
              31.29
            ],
            [
              -103.05,
              31.27
            ],
            [
              -103.07,
              31.25
            ],
            [
              -103.07,
              31.23
            ],
            [
              -103.09,
              31.21
            ],
            [
              -103.09,
              31.19
            ],
            [
              -103.11,
              31.18
            ],
            [
              -103.14,
              31.18
            ],
            [
              -103.16,
              31.19
            ],
            [
              -103.17,
              31.21
            ],
            [
              -103.17,
              31.25
            ],
            [
              -103.15,
              31.27
            ],
            [
              -103.14,
              31.27
            ],
            [
              -103.11,
              31.31
            ]
          ]
        ]
      },
      "raw_probability": 0.069,
      "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": "e2d5bf8a2d337e2d65720248c59e9661b1883b202022000a85b1512a9d1509c5",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.069,
        "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": "4b604feb666c373464aff52ea7aa063373c3ebcf82fef00773520fcb74e43ac4"
      },
      "receipt_sha256": "4b604feb666c373464aff52ea7aa063373c3ebcf82fef00773520fcb74e43ac4"
    },
    {
      "storm_id": "935234",
      "lat": 33.1078,
      "lon": -84.7956,
      "motion_east": 2.5,
      "motion_south": 1.4,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2135.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7561
        },
        {
          "name": "alignment",
          "value": -2.6662
        },
        {
          "name": "tau",
          "value": 2.9101
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0683
      },
      "coherence_score": 2.9101388454437256,
      "coherence_diagnostics": {
        "tau": 2.9101388454437256,
        "grad_tau": 0.12906213104724884,
        "torsion": 0.0,
        "alignment": -2.6662018299102783,
        "S_field": 0.6284289360046387,
        "Gamma_field": 0.2764245867729187,
        "S_over_Gamma": 2.273419141769409,
        "Da": 16.065942764282227,
        "E_coh": 0.9256520867347717,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.82,
              33.15
            ],
            [
              -84.77,
              33.15
            ],
            [
              -84.75,
              33.13
            ],
            [
              -84.75,
              33.07
            ],
            [
              -84.77,
              33.06
            ],
            [
              -84.81,
              33.06
            ],
            [
              -84.83,
              33.08
            ],
            [
              -84.84,
              33.12
            ],
            [
              -84.82,
              33.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0683,
      "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": "97e356ea6b9ec1f32f7c7b906b3dfc27847052e41a28b1faa517f8ce7b2545de",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0683,
        "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": "1a06fc28eddf7edca6ab1f451c0ea15e25ad1016edab7ad9208a37da60479d7c"
      },
      "receipt_sha256": "1a06fc28eddf7edca6ab1f451c0ea15e25ad1016edab7ad9208a37da60479d7c"
    },
    {
      "storm_id": "935621",
      "lat": 42.5615,
      "lon": -116.0492,
      "motion_east": 2.8,
      "motion_south": -9.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1617.0,
      "ebshear": 22.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.7561
        },
        {
          "name": "alignment",
          "value": 1.0253
        },
        {
          "name": "tau",
          "value": 0.4679
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0677
      },
      "coherence_score": 0.4679446518421173,
      "coherence_diagnostics": {
        "tau": 0.4679446518421173,
        "grad_tau": 0.10028853267431259,
        "torsion": 0.0,
        "alignment": 1.025261640548706,
        "S_field": 0.1607210338115692,
        "Gamma_field": 0.5947579145431519,
        "S_over_Gamma": 0.2702293395996094,
        "Da": 33.295040130615234,
        "E_coh": 0.33590033650398254,
        "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": [
          [
            [
              -116.09,
              42.62
            ],
            [
              -116.05,
              42.61
            ],
            [
              -116.02,
              42.58
            ],
            [
              -116.0,
              42.59
            ],
            [
              -115.95,
              42.58
            ],
            [
              -115.94,
              42.57
            ],
            [
              -115.95,
              42.53
            ],
            [
              -115.99,
              42.49
            ],
            [
              -116.1,
              42.49
            ],
            [
              -116.14,
              42.51
            ],
            [
              -116.16,
              42.53
            ],
            [
              -116.16,
              42.58
            ],
            [
              -116.09,
              42.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0677,
      "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": "a7d117ef25d4ce0d20dd46b9cfb6631e248d90807c09f1388bc6bc9779595aa5",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0677,
        "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": "b23a4df63449a9ab6c3978a2051ecfef4a541a95dd944d0c0590e55cfa7b1840"
      },
      "receipt_sha256": "b23a4df63449a9ab6c3978a2051ecfef4a541a95dd944d0c0590e55cfa7b1840"
    },
    {
      "storm_id": "935726",
      "lat": 32.6014,
      "lon": -97.87,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1643.0,
      "ebshear": 18.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1311
        },
        {
          "name": "alignment",
          "value": -2.0124
        },
        {
          "name": "tau",
          "value": 1.1832
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0663
      },
      "coherence_score": 1.1832244396209717,
      "coherence_diagnostics": {
        "tau": 1.1832244396209717,
        "grad_tau": 0.0938149094581604,
        "torsion": 0.0,
        "alignment": -2.012385606765747,
        "S_field": 0.4432741701602936,
        "Gamma_field": 0.28892457485198975,
        "S_over_Gamma": 1.5342210531234741,
        "Da": 17.30838966369629,
        "E_coh": 0.9056671261787415,
        "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": [
          [
            [
              -97.9,
              32.66
            ],
            [
              -97.89,
              32.65
            ],
            [
              -97.87,
              32.66
            ],
            [
              -97.84,
              32.66
            ],
            [
              -97.82,
              32.65
            ],
            [
              -97.79,
              32.62
            ],
            [
              -97.77,
              32.58
            ],
            [
              -97.78,
              32.53
            ],
            [
              -97.8,
              32.53
            ],
            [
              -97.81,
              32.54
            ],
            [
              -97.84,
              32.54
            ],
            [
              -97.85,
              32.53
            ],
            [
              -97.87,
              32.54
            ],
            [
              -97.88,
              32.54
            ],
            [
              -97.86,
              32.56
            ],
            [
              -97.9,
              32.58
            ],
            [
              -97.94,
              32.57
            ],
            [
              -97.91,
              32.58
            ],
            [
              -97.9,
              32.59
            ],
            [
              -97.9,
              32.62
            ],
            [
              -97.88,
              32.62
            ],
            [
              -97.87,
              32.63
            ],
            [
              -97.88,
              32.64
            ],
            [
              -97.91,
              32.64
            ],
            [
              -97.92,
              32.63
            ],
            [
              -97.94,
              32.64
            ],
            [
              -97.94,
              32.65
            ],
            [
              -97.9,
              32.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0663,
      "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": "b97b926d3f1f2f34bf307f680325e38490f0fda50c7266839eea58f09a84a1c8",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0663,
        "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": "6ef5eb1805f29f65ca43a04f137b09a3ca253f9c5677f7f83502230a0330f29a"
      },
      "receipt_sha256": "6ef5eb1805f29f65ca43a04f137b09a3ca253f9c5677f7f83502230a0330f29a"
    },
    {
      "storm_id": "935108",
      "lat": 37.56,
      "lon": -113.467,
      "motion_east": -2.0,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1060.0,
      "ebshear": 20.0,
      "srh01": 63.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.3811
        },
        {
          "name": "alignment",
          "value": 4.6983
        },
        {
          "name": "tau",
          "value": 0.256
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0661
      },
      "coherence_score": 0.2560345530509949,
      "coherence_diagnostics": {
        "tau": 0.2560345530509949,
        "grad_tau": 0.043790873140096664,
        "torsion": 0.0,
        "alignment": 4.698264122009277,
        "S_field": 0.04622010141611099,
        "Gamma_field": 0.5839245915412903,
        "S_over_Gamma": 0.07915423065423965,
        "Da": 33.870567321777344,
        "E_coh": 0.3693566620349884,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.53,
              37.64
            ],
            [
              -113.49,
              37.64
            ],
            [
              -113.48,
              37.62
            ],
            [
              -113.43,
              37.58
            ],
            [
              -113.42,
              37.6
            ],
            [
              -113.39,
              37.6
            ],
            [
              -113.39,
              37.57
            ],
            [
              -113.37,
              37.55
            ],
            [
              -113.37,
              37.54
            ],
            [
              -113.38,
              37.53
            ],
            [
              -113.43,
              37.52
            ],
            [
              -113.45,
              37.48
            ],
            [
              -113.47,
              37.49
            ],
            [
              -113.48,
              37.48
            ],
            [
              -113.51,
              37.48
            ],
            [
              -113.56,
              37.53
            ],
            [
              -113.56,
              37.55
            ],
            [
              -113.55,
              37.56
            ],
            [
              -113.55,
              37.6
            ],
            [
              -113.53,
              37.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0661,
      "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": "290c28b330ec4f37400227dc0c5e1d9dcf6a7f2bd1d53a69e05a70df51b277f1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0661,
        "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": "ef6b7d154777ce24612c517d1d3939affe9da4f9b51eef71d4b06f966008ff5b"
      },
      "receipt_sha256": "ef6b7d154777ce24612c517d1d3939affe9da4f9b51eef71d4b06f966008ff5b"
    },
    {
      "storm_id": "932506",
      "lat": 35.213,
      "lon": -113.604,
      "motion_east": -2.0,
      "motion_south": 2.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1151.0,
      "ebshear": 27.0,
      "srh01": 60.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2561
        },
        {
          "name": "alignment",
          "value": -0.3278
        },
        {
          "name": "tau",
          "value": 0.4061
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.066
      },
      "coherence_score": 0.4061208665370941,
      "coherence_diagnostics": {
        "tau": 0.4061208665370941,
        "grad_tau": 0.11857607215642929,
        "torsion": 0.0,
        "alignment": -0.32779693603515625,
        "S_field": 0.11633871495723724,
        "Gamma_field": 0.7339245676994324,
        "S_over_Gamma": 0.15851590037345886,
        "Da": 43.50748825073242,
        "E_coh": 0.7078405022621155,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.6,
              35.25
            ],
            [
              -113.56,
              35.24
            ],
            [
              -113.56,
              35.18
            ],
            [
              -113.57,
              35.17
            ],
            [
              -113.62,
              35.16
            ],
            [
              -113.64,
              35.18
            ],
            [
              -113.65,
              35.22
            ],
            [
              -113.63,
              35.24
            ],
            [
              -113.61,
              35.24
            ],
            [
              -113.6,
              35.25
            ]
          ]
        ]
      },
      "raw_probability": 0.066,
      "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": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.066,
        "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": "e14d0f534de9fc9c0ec058a79e331dda6170feb2e213276661dffdae2453d025"
      },
      "receipt_sha256": "e14d0f534de9fc9c0ec058a79e331dda6170feb2e213276661dffdae2453d025"
    },
    {
      "storm_id": "935716",
      "lat": 37.813,
      "lon": -86.967,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3298.0,
      "ebshear": 10.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.8811
        },
        {
          "name": "alignment",
          "value": -4.5771
        },
        {
          "name": "tau",
          "value": 3.7007
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0654
      },
      "coherence_score": 3.7007341384887695,
      "coherence_diagnostics": {
        "tau": 3.7007341384887695,
        "grad_tau": 0.2969655692577362,
        "torsion": 0.0,
        "alignment": -4.577086448669434,
        "S_field": 1.5390732288360596,
        "Gamma_field": 0.2064245641231537,
        "S_over_Gamma": 7.455862998962402,
        "Da": 12.791308403015137,
        "E_coh": 0.940660297870636,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.94,
              37.86
            ],
            [
              -86.93,
              37.79
            ],
            [
              -86.95,
              37.77
            ],
            [
              -86.95,
              37.76
            ],
            [
              -86.98,
              37.76
            ],
            [
              -87.01,
              37.79
            ],
            [
              -87.01,
              37.84
            ],
            [
              -87.0,
              37.85
            ],
            [
              -86.96,
              37.85
            ],
            [
              -86.94,
              37.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0654,
      "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": "fb292679d0489f89965fa8e8580a89f007ebe07cccb2a412512b3c00e1cb7f7e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0654,
        "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": "fdcc3949d9e1fbf2711961a231e8b2906ba016428ee3030ffba02f1a6bf0da58"
      },
      "receipt_sha256": "fdcc3949d9e1fbf2711961a231e8b2906ba016428ee3030ffba02f1a6bf0da58"
    },
    {
      "storm_id": "935735",
      "lat": 28.2182,
      "lon": -99.407,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3265.0,
      "ebshear": 25.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7561
        },
        {
          "name": "alignment",
          "value": 1.6023
        },
        {
          "name": "tau",
          "value": 1.2014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0643
      },
      "coherence_score": 1.2014341354370117,
      "coherence_diagnostics": {
        "tau": 1.2014341354370117,
        "grad_tau": 0.1750628799200058,
        "torsion": 0.0,
        "alignment": 1.602294921875,
        "S_field": 0.17432673275470734,
        "Gamma_field": 0.5489245653152466,
        "S_over_Gamma": 0.31757867336273193,
        "Da": 34.63846969604492,
        "E_coh": 0.7364827394485474,
        "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": [
          [
            [
              -99.4,
              28.28
            ],
            [
              -99.39,
              28.27
            ],
            [
              -99.38,
              28.27
            ],
            [
              -99.37,
              28.27
            ],
            [
              -99.36,
              28.27
            ],
            [
              -99.35,
              28.27
            ],
            [
              -99.34,
              28.27
            ],
            [
              -99.34,
              28.26
            ],
            [
              -99.35,
              28.26
            ],
            [
              -99.36,
              28.25
            ],
            [
              -99.37,
              28.25
            ],
            [
              -99.38,
              28.25
            ],
            [
              -99.39,
              28.24
            ],
            [
              -99.39,
              28.23
            ],
            [
              -99.39,
              28.22
            ],
            [
              -99.39,
              28.21
            ],
            [
              -99.4,
              28.2
            ],
            [
              -99.41,
              28.2
            ],
            [
              -99.42,
              28.2
            ],
            [
              -99.43,
              28.19
            ],
            [
              -99.44,
              28.18
            ],
            [
              -99.43,
              28.17
            ],
            [
              -99.43,
              28.16
            ],
            [
              -99.43,
              28.15
            ],
            [
              -99.43,
              28.14
            ],
            [
              -99.44,
              28.13
            ],
            [
              -99.45,
              28.14
            ],
            [
              -99.45,
              28.15
            ],
            [
              -99.45,
              28.16
            ],
            [
              -99.44,
              28.17
            ],
            [
              -99.44,
              28.18
            ],
            [
              -99.44,
              28.19
            ],
            [
              -99.44,
              28.2
            ],
            [
              -99.45,
              28.21
            ],
            [
              -99.44,
              28.22
            ],
            [
              -99.43,
              28.22
            ],
            [
              -99.42,
              28.22
            ],
            [
              -99.41,
              28.22
            ],
            [
              -99.4,
              28.23
            ],
            [
              -99.4,
              28.24
            ],
            [
              -99.41,
              28.25
            ],
            [
              -99.42,
              28.26
            ],
            [
              -99.41,
              28.27
            ],
            [
              -99.4,
              28.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0643,
      "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": "8394d16d465269ba1e85453b01123334c591b73226651d29d40dc7231684426e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0643,
        "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": "80416312714266d020ec79ff18df0a228c4c881e6dc48710263e63ce878df7ef"
      },
      "receipt_sha256": "80416312714266d020ec79ff18df0a228c4c881e6dc48710263e63ce878df7ef"
    },
    {
      "storm_id": "934677",
      "lat": 38.0463,
      "lon": -109.49,
      "motion_east": -3.0,
      "motion_south": 3.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 767.0,
      "ebshear": 31.0,
      "srh01": 62.0,
      "maxllaz": 0.005,
      "mesh": 0.5,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6311
        },
        {
          "name": "alignment",
          "value": -0.2737
        },
        {
          "name": "tau",
          "value": 0.5298
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 0.5298187136650085,
      "coherence_diagnostics": {
        "tau": 0.5298187136650085,
        "grad_tau": 0.025534018874168396,
        "torsion": 0.0,
        "alignment": -0.2737446427345276,
        "S_field": 0.20991255342960358,
        "Gamma_field": 0.5472579002380371,
        "S_over_Gamma": 0.3835715353488922,
        "Da": 32.942989349365234,
        "E_coh": 0.8724634647369385,
        "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": [
          [
            [
              -109.53,
              38.14
            ],
            [
              -109.47,
              38.13
            ],
            [
              -109.46,
              38.12
            ],
            [
              -109.41,
              38.12
            ],
            [
              -109.36,
              38.08
            ],
            [
              -109.36,
              38.04
            ],
            [
              -109.38,
              38.02
            ],
            [
              -109.4,
              38.01
            ],
            [
              -109.46,
              38.01
            ],
            [
              -109.49,
              37.98
            ],
            [
              -109.51,
              37.94
            ],
            [
              -109.55,
              37.94
            ],
            [
              -109.57,
              37.95
            ],
            [
              -109.57,
              38.01
            ],
            [
              -109.56,
              38.02
            ],
            [
              -109.56,
              38.05
            ],
            [
              -109.57,
              38.06
            ],
            [
              -109.57,
              38.12
            ],
            [
              -109.53,
              38.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0639,
      "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": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0639,
        "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": "a207bdbf1aa54628c7d45f217b98a189c2c980f53d62531c1ae1cd500d79323d"
      },
      "receipt_sha256": "a207bdbf1aa54628c7d45f217b98a189c2c980f53d62531c1ae1cd500d79323d"
    },
    {
      "storm_id": "935741",
      "lat": 43.6111,
      "lon": -90.45,
      "motion_east": 5.0,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2258.0,
      "ebshear": 27.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8811
        },
        {
          "name": "alignment",
          "value": -1.3428
        },
        {
          "name": "tau",
          "value": 1.6692
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 1.6692399978637695,
      "coherence_diagnostics": {
        "tau": 1.6692399978637695,
        "grad_tau": 0.19740696251392365,
        "torsion": 0.0,
        "alignment": -1.342840552330017,
        "S_field": 0.5168204307556152,
        "Gamma_field": 0.3547579348087311,
        "S_over_Gamma": 1.456825613975525,
        "Da": 22.31368637084961,
        "E_coh": 0.9539569020271301,
        "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": [
          [
            [
              -90.46,
              43.64
            ],
            [
              -90.43,
              43.64
            ],
            [
              -90.42,
              43.63
            ],
            [
              -90.42,
              43.59
            ],
            [
              -90.43,
              43.58
            ],
            [
              -90.47,
              43.58
            ],
            [
              -90.48,
              43.59
            ],
            [
              -90.48,
              43.61
            ],
            [
              -90.46,
              43.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0639,
      "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": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0639,
        "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": "a207bdbf1aa54628c7d45f217b98a189c2c980f53d62531c1ae1cd500d79323d"
      },
      "receipt_sha256": "a207bdbf1aa54628c7d45f217b98a189c2c980f53d62531c1ae1cd500d79323d"
    },
    {
      "storm_id": "935697",
      "lat": 29.653,
      "lon": -95.769,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4130.0,
      "ebshear": 18.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5061
        },
        {
          "name": "alignment",
          "value": -0.1328
        },
        {
          "name": "tau",
          "value": 2.6826
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0638
      },
      "coherence_score": 2.6825544834136963,
      "coherence_diagnostics": {
        "tau": 2.6825544834136963,
        "grad_tau": 0.5683682560920715,
        "torsion": 0.0,
        "alignment": -0.13281528651714325,
        "S_field": 0.8067170977592468,
        "Gamma_field": 0.30809125304222107,
        "S_over_Gamma": 2.6184356212615967,
        "Da": 19.58164405822754,
        "E_coh": 0.9048663377761841,
        "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": [
          [
            [
              -95.78,
              29.7
            ],
            [
              -95.75,
              29.7
            ],
            [
              -95.73,
              29.66
            ],
            [
              -95.73,
              29.63
            ],
            [
              -95.74,
              29.63
            ],
            [
              -95.76,
              29.61
            ],
            [
              -95.8,
              29.61
            ],
            [
              -95.81,
              29.63
            ],
            [
              -95.81,
              29.66
            ],
            [
              -95.78,
              29.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0638,
      "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": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0638,
        "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": "5c31d7ed122ae66cdd87603dcce5411c40e9f9ed928a8ef11f9ac8da6c444b2b"
      },
      "receipt_sha256": "5c31d7ed122ae66cdd87603dcce5411c40e9f9ed928a8ef11f9ac8da6c444b2b"
    },
    {
      "storm_id": "935714",
      "lat": 38.39,
      "lon": -89.4079,
      "motion_east": 0.6,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3414.0,
      "ebshear": 11.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2561
        },
        {
          "name": "alignment",
          "value": 1.8658
        },
        {
          "name": "tau",
          "value": 2.3004
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0638
      },
      "coherence_score": 2.3004062175750732,
      "coherence_diagnostics": {
        "tau": 2.3004062175750732,
        "grad_tau": 0.6029594540596008,
        "torsion": 0.0,
        "alignment": 1.8657580614089966,
        "S_field": 0.5348513722419739,
        "Gamma_field": 0.3055912256240845,
        "S_over_Gamma": 1.750218391418457,
        "Da": 18.737585067749023,
        "E_coh": 0.914484977722168,
        "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": [
          [
            [
              -89.39,
              38.43
            ],
            [
              -89.37,
              38.42
            ],
            [
              -89.36,
              38.43
            ],
            [
              -89.39,
              38.38
            ],
            [
              -89.39,
              38.36
            ],
            [
              -89.4,
              38.36
            ],
            [
              -89.42,
              38.34
            ],
            [
              -89.44,
              38.34
            ],
            [
              -89.45,
              38.35
            ],
            [
              -89.45,
              38.38
            ],
            [
              -89.44,
              38.4
            ],
            [
              -89.42,
              38.42
            ],
            [
              -89.4,
              38.42
            ],
            [
              -89.39,
              38.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0638,
      "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": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0638,
        "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": "5c31d7ed122ae66cdd87603dcce5411c40e9f9ed928a8ef11f9ac8da6c444b2b"
      },
      "receipt_sha256": "5c31d7ed122ae66cdd87603dcce5411c40e9f9ed928a8ef11f9ac8da6c444b2b"
    },
    {
      "storm_id": "935500",
      "lat": 44.2389,
      "lon": -91.3411,
      "motion_east": 1.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3107.0,
      "ebshear": 28.0,
      "srh01": 33.0,
      "maxllaz": 0.006,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": -0.4228
        },
        {
          "name": "tau",
          "value": 1.5356
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0632
      },
      "coherence_score": 1.5355863571166992,
      "coherence_diagnostics": {
        "tau": 1.5355863571166992,
        "grad_tau": 0.06631806492805481,
        "torsion": 0.0,
        "alignment": -0.4228200912475586,
        "S_field": 0.5368841886520386,
        "Gamma_field": 0.3364245891571045,
        "S_over_Gamma": 1.5958529710769653,
        "Da": 21.38224983215332,
        "E_coh": 0.9189159274101257,
        "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": [
          [
            [
              -91.3,
              44.32
            ],
            [
              -91.27,
              44.32
            ],
            [
              -91.25,
              44.31
            ],
            [
              -91.22,
              44.28
            ],
            [
              -91.22,
              44.24
            ],
            [
              -91.24,
              44.22
            ],
            [
              -91.27,
              44.22
            ],
            [
              -91.28,
              44.21
            ],
            [
              -91.35,
              44.21
            ],
            [
              -91.4,
              44.16
            ],
            [
              -91.42,
              44.15
            ],
            [
              -91.46,
              44.15
            ],
            [
              -91.47,
              44.16
            ],
            [
              -91.47,
              44.21
            ],
            [
              -91.44,
              44.24
            ],
            [
              -91.4,
              44.26
            ],
            [
              -91.38,
              44.26
            ],
            [
              -91.34,
              44.3
            ],
            [
              -91.3,
              44.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0632,
      "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": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0632,
        "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": "14656c87a1ab9852fc0eb3c9d1e948ca4bbaa7ef1a61dca839a90faea715f449"
      },
      "receipt_sha256": "14656c87a1ab9852fc0eb3c9d1e948ca4bbaa7ef1a61dca839a90faea715f449"
    },
    {
      "storm_id": "935725",
      "lat": 33.0312,
      "lon": -84.4992,
      "motion_east": 3.0,
      "motion_south": 6.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1764.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3811
        },
        {
          "name": "alignment",
          "value": -1.7184
        },
        {
          "name": "tau",
          "value": 2.7783
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0622
      },
      "coherence_score": 2.7783427238464355,
      "coherence_diagnostics": {
        "tau": 2.7783427238464355,
        "grad_tau": 0.12301468104124069,
        "torsion": 0.0,
        "alignment": -1.7183918952941895,
        "S_field": 0.567933201789856,
        "Gamma_field": 0.34225791692733765,
        "S_over_Gamma": 1.6593719720840454,
        "Da": 20.393749237060547,
        "E_coh": 0.9252912402153015,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.55,
              33.09
            ],
            [
              -84.52,
              33.08
            ],
            [
              -84.51,
              33.07
            ],
            [
              -84.51,
              33.05
            ],
            [
              -84.49,
              33.03
            ],
            [
              -84.46,
              33.06
            ],
            [
              -84.44,
              33.05
            ],
            [
              -84.4,
              33.06
            ],
            [
              -84.38,
              33.04
            ],
            [
              -84.37,
              32.98
            ],
            [
              -84.36,
              32.97
            ],
            [
              -84.38,
              32.96
            ],
            [
              -84.46,
              32.96
            ],
            [
              -84.46,
              32.99
            ],
            [
              -84.48,
              33.01
            ],
            [
              -84.51,
              33.01
            ],
            [
              -84.52,
              33.0
            ],
            [
              -84.62,
              33.0
            ],
            [
              -84.63,
              33.01
            ],
            [
              -84.62,
              33.02
            ],
            [
              -84.61,
              33.06
            ],
            [
              -84.59,
              33.08
            ],
            [
              -84.56,
              33.08
            ],
            [
              -84.55,
              33.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0622,
      "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": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0622,
        "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": "40498aebca40d708fd016fbc0b797071c141e237608c76ac6254ea330f09f898"
      },
      "receipt_sha256": "40498aebca40d708fd016fbc0b797071c141e237608c76ac6254ea330f09f898"
    },
    {
      "storm_id": "935243",
      "lat": 50.355,
      "lon": -96.3008,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 42.0,
      "ebshear": 12.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6311
        },
        {
          "name": "alignment",
          "value": -2.5743
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7529336810112,
        "torsion": 0.0,
        "alignment": -2.5742721557617188,
        "S_field": 0.14580756425857544,
        "Gamma_field": 0.17809122800827026,
        "S_over_Gamma": 0.8187240362167358,
        "Da": 11.30202579498291,
        "E_coh": 0.018108699470758438,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.31,
              50.4
            ],
            [
              -96.23,
              50.4
            ],
            [
              -96.21,
              50.38
            ],
            [
              -96.26,
              50.32
            ],
            [
              -96.28,
              50.31
            ],
            [
              -96.3,
              50.32
            ],
            [
              -96.33,
              50.31
            ],
            [
              -96.35,
              50.33
            ],
            [
              -96.35,
              50.35
            ],
            [
              -96.34,
              50.36
            ],
            [
              -96.34,
              50.38
            ],
            [
              -96.31,
              50.4
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "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": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.062,
        "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": "e2ba02e2b9896d5fc2356121a59652d9dfdee6315727ced3786c68db82d31190"
      },
      "receipt_sha256": "e2ba02e2b9896d5fc2356121a59652d9dfdee6315727ced3786c68db82d31190"
    },
    {
      "storm_id": "935728",
      "lat": 32.1025,
      "lon": -97.9692,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1618.0,
      "ebshear": 19.0,
      "srh01": 33.0,
      "maxllaz": 0.005,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8811
        },
        {
          "name": "alignment",
          "value": -0.9634
        },
        {
          "name": "tau",
          "value": 1.1914
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 1.1913776397705078,
      "coherence_diagnostics": {
        "tau": 1.1913776397705078,
        "grad_tau": 0.05546646565198898,
        "torsion": 0.0,
        "alignment": -0.9633780717849731,
        "S_field": 0.22839199006557465,
        "Gamma_field": 0.3230912387371063,
        "S_over_Gamma": 0.7068962454795837,
        "Da": 21.1552734375,
        "E_coh": 0.8372340798377991,
        "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": [
          [
            [
              -98.02,
              32.13
            ],
            [
              -98.0,
              32.13
            ],
            [
              -97.99,
              32.11
            ],
            [
              -97.97,
              32.12
            ],
            [
              -97.93,
              32.12
            ],
            [
              -97.91,
              32.1
            ],
            [
              -97.91,
              32.07
            ],
            [
              -97.92,
              32.05
            ],
            [
              -97.96,
              32.05
            ],
            [
              -98.0,
              32.1
            ],
            [
              -98.0,
              32.12
            ],
            [
              -98.02,
              32.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0613,
      "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": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0613,
        "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": "9fb0401cabb2804352aa998f9f9cf1867ddcd71ce237ef735fae5a5d791ea87f"
      },
      "receipt_sha256": "9fb0401cabb2804352aa998f9f9cf1867ddcd71ce237ef735fae5a5d791ea87f"
    },
    {
      "storm_id": "935747",
      "lat": 39.6744,
      "lon": -79.7367,
      "motion_east": 1.8,
      "motion_south": 0.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3709.0,
      "ebshear": 29.0,
      "srh01": 41.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8811
        },
        {
          "name": "alignment",
          "value": 0.9237
        },
        {
          "name": "tau",
          "value": 2.5649
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 2.564892530441284,
      "coherence_diagnostics": {
        "tau": 2.564892530441284,
        "grad_tau": 0.142830029129982,
        "torsion": 0.0,
        "alignment": 0.9237119555473328,
        "S_field": 1.7101284265518188,
        "Gamma_field": 0.29809123277664185,
        "S_over_Gamma": 5.736929416656494,
        "Da": 17.92304039001465,
        "E_coh": 0.977560818195343,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.76,
              39.73
            ],
            [
              -79.7,
              39.72
            ],
            [
              -79.73,
              39.69
            ],
            [
              -79.73,
              39.65
            ],
            [
              -79.72,
              39.64
            ],
            [
              -79.73,
              39.63
            ],
            [
              -79.74,
              39.63
            ],
            [
              -79.76,
              39.65
            ],
            [
              -79.76,
              39.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0613,
      "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": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0613,
        "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": "9fb0401cabb2804352aa998f9f9cf1867ddcd71ce237ef735fae5a5d791ea87f"
      },
      "receipt_sha256": "9fb0401cabb2804352aa998f9f9cf1867ddcd71ce237ef735fae5a5d791ea87f"
    },
    {
      "storm_id": "935135",
      "lat": 39.544,
      "lon": -79.403,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4137.0,
      "ebshear": 27.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8811
        },
        {
          "name": "alignment",
          "value": 0.9237
        },
        {
          "name": "tau",
          "value": 2.5649
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0611
      },
      "coherence_score": 2.564892530441284,
      "coherence_diagnostics": {
        "tau": 2.564892530441284,
        "grad_tau": 0.142830029129982,
        "torsion": 0.0,
        "alignment": 0.9237119555473328,
        "S_field": 1.7101284265518188,
        "Gamma_field": 0.29809123277664185,
        "S_over_Gamma": 5.736929416656494,
        "Da": 17.92304039001465,
        "E_coh": 0.977560818195343,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.38,
              39.58
            ],
            [
              -79.36,
              39.58
            ],
            [
              -79.37,
              39.52
            ],
            [
              -79.4,
              39.5
            ],
            [
              -79.42,
              39.51
            ],
            [
              -79.45,
              39.51
            ],
            [
              -79.45,
              39.54
            ],
            [
              -79.42,
              39.56
            ],
            [
              -79.4,
              39.56
            ],
            [
              -79.38,
              39.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0611,
      "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": "9ceb1bfee4826876491382b2d79c69fb19c44ae160a50b7caca57dbf0f9e85a0",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0611,
        "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": "79856094284219239b552bf656ca266268df6e03396fdf8e1a90e8c1a6f5e5a3"
      },
      "receipt_sha256": "79856094284219239b552bf656ca266268df6e03396fdf8e1a90e8c1a6f5e5a3"
    },
    {
      "storm_id": "935196",
      "lat": 42.7311,
      "lon": -116.0367,
      "motion_east": 2.8,
      "motion_south": -9.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1713.0,
      "ebshear": 27.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.7561
        },
        {
          "name": "alignment",
          "value": 1.0253
        },
        {
          "name": "tau",
          "value": 0.4679
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 0.4679446518421173,
      "coherence_diagnostics": {
        "tau": 0.4679446518421173,
        "grad_tau": 0.10028853267431259,
        "torsion": 0.0,
        "alignment": 1.025261640548706,
        "S_field": 0.1607210338115692,
        "Gamma_field": 0.5947579145431519,
        "S_over_Gamma": 0.2702293395996094,
        "Da": 33.295040130615234,
        "E_coh": 0.33590033650398254,
        "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": [
          [
            [
              -116.05,
              42.77
            ],
            [
              -116.01,
              42.77
            ],
            [
              -115.99,
              42.75
            ],
            [
              -115.99,
              42.72
            ],
            [
              -116.02,
              42.68
            ],
            [
              -116.06,
              42.68
            ],
            [
              -116.08,
              42.71
            ],
            [
              -116.08,
              42.73
            ],
            [
              -116.05,
              42.77
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "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": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.061,
        "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": "e1516508442c062c6de1535456195743be0ab9b93ae3af11ba620ec0e3ece826"
      },
      "receipt_sha256": "e1516508442c062c6de1535456195743be0ab9b93ae3af11ba620ec0e3ece826"
    },
    {
      "storm_id": "935593",
      "lat": 44.666,
      "lon": -113.5207,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 833.0,
      "ebshear": 22.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.43,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.8811
        },
        {
          "name": "alignment",
          "value": 3.292
        },
        {
          "name": "tau",
          "value": 0.5686
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 0.5685516595840454,
      "coherence_diagnostics": {
        "tau": 0.5685516595840454,
        "grad_tau": 0.024578940123319626,
        "torsion": 0.0,
        "alignment": 3.2919631004333496,
        "S_field": 0.3980989456176758,
        "Gamma_field": 0.7464246153831482,
        "S_over_Gamma": 0.533341109752655,
        "Da": 42.86199188232422,
        "E_coh": 0.6649041771888733,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.53,
              44.71
            ],
            [
              -113.52,
              44.7
            ],
            [
              -113.5,
              44.71
            ],
            [
              -113.47,
              44.7
            ],
            [
              -113.46,
              44.62
            ],
            [
              -113.49,
              44.62
            ],
            [
              -113.5,
              44.61
            ],
            [
              -113.51,
              44.62
            ],
            [
              -113.53,
              44.62
            ],
            [
              -113.54,
              44.63
            ],
            [
              -113.53,
              44.65
            ],
            [
              -113.57,
              44.69
            ],
            [
              -113.59,
              44.7
            ],
            [
              -113.54,
              44.7
            ],
            [
              -113.53,
              44.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "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": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0607,
        "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": "32017dc3610429c4c3bc44bded5219025b58acd117a9ad9566cfd50a96715633"
      },
      "receipt_sha256": "32017dc3610429c4c3bc44bded5219025b58acd117a9ad9566cfd50a96715633"
    },
    {
      "storm_id": "934467",
      "lat": 45.8956,
      "lon": -112.8833,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2041.0,
      "ebshear": 27.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.63,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7561
        },
        {
          "name": "alignment",
          "value": 0.9199
        },
        {
          "name": "tau",
          "value": 0.5026
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0606
      },
      "coherence_score": 0.5025933980941772,
      "coherence_diagnostics": {
        "tau": 0.5025933980941772,
        "grad_tau": 0.06895525008440018,
        "torsion": 0.0,
        "alignment": 0.9198874831199646,
        "S_field": 0.40160423517227173,
        "Gamma_field": 0.974757969379425,
        "S_over_Gamma": 0.4120040535926819,
        "Da": 61.07068634033203,
        "E_coh": 0.7972397804260254,
        "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": [
          [
            [
              -112.9,
              45.93
            ],
            [
              -112.87,
              45.93
            ],
            [
              -112.84,
              45.91
            ],
            [
              -112.84,
              45.87
            ],
            [
              -112.86,
              45.85
            ],
            [
              -112.9,
              45.85
            ],
            [
              -112.92,
              45.87
            ],
            [
              -112.92,
              45.92
            ],
            [
              -112.9,
              45.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0606,
      "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": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0606,
        "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": "694115403b6a70c4375ea029a14980accc703117d2a7e0674dc32ea74bd8e257"
      },
      "receipt_sha256": "694115403b6a70c4375ea029a14980accc703117d2a7e0674dc32ea74bd8e257"
    },
    {
      "storm_id": "935708",
      "lat": 42.378,
      "lon": -81.938,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 504.0,
      "ebshear": 38.0,
      "srh01": 35.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3811
        },
        {
          "name": "alignment",
          "value": 2.1229
        },
        {
          "name": "tau",
          "value": 0.9135
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0602
      },
      "coherence_score": 0.9134724736213684,
      "coherence_diagnostics": {
        "tau": 0.9134724736213684,
        "grad_tau": 0.04859732836484909,
        "torsion": 0.0,
        "alignment": 2.1229493618011475,
        "S_field": 0.16159255802631378,
        "Gamma_field": 0.29892459511756897,
        "S_over_Gamma": 0.5405796766281128,
        "Da": 16.896163940429688,
        "E_coh": 0.3597886562347412,
        "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": [
          [
            [
              -81.97,
              42.41
            ],
            [
              -81.89,
              42.41
            ],
            [
              -81.89,
              42.33
            ],
            [
              -81.97,
              42.33
            ],
            [
              -81.97,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0602,
      "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": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0602,
        "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": "eb43dd1b644b63bf51f838033b1ceff7594315a80b8dfbb149ecd65d709d26ff"
      },
      "receipt_sha256": "eb43dd1b644b63bf51f838033b1ceff7594315a80b8dfbb149ecd65d709d26ff"
    },
    {
      "storm_id": "935709",
      "lat": 42.3533,
      "lon": -82.1182,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 686.0,
      "ebshear": 41.0,
      "srh01": 34.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.3811
        },
        {
          "name": "alignment",
          "value": 2.1229
        },
        {
          "name": "tau",
          "value": 0.9135
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0602
      },
      "coherence_score": 0.9134724736213684,
      "coherence_diagnostics": {
        "tau": 0.9134724736213684,
        "grad_tau": 0.04859732836484909,
        "torsion": 0.0,
        "alignment": 2.1229493618011475,
        "S_field": 0.16159255802631378,
        "Gamma_field": 0.29892459511756897,
        "S_over_Gamma": 0.5405796766281128,
        "Da": 16.896163940429688,
        "E_coh": 0.3597886562347412,
        "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": [
          [
            [
              -82.19,
              42.39
            ],
            [
              -82.18,
              42.39
            ],
            [
              -82.17,
              42.39
            ],
            [
              -82.16,
              42.39
            ],
            [
              -82.15,
              42.39
            ],
            [
              -82.14,
              42.39
            ],
            [
              -82.13,
              42.39
            ],
            [
              -82.12,
              42.39
            ],
            [
              -82.11,
              42.39
            ],
            [
              -82.11,
              42.38
            ],
            [
              -82.11,
              42.37
            ],
            [
              -82.11,
              42.36
            ],
            [
              -82.11,
              42.35
            ],
            [
              -82.11,
              42.34
            ],
            [
              -82.1,
              42.33
            ],
            [
              -82.09,
              42.33
            ],
            [
              -82.08,
              42.33
            ],
            [
              -82.07,
              42.33
            ],
            [
              -82.06,
              42.33
            ],
            [
              -82.05,
              42.33
            ],
            [
              -82.04,
              42.33
            ],
            [
              -82.04,
              42.32
            ],
            [
              -82.05,
              42.32
            ],
            [
              -82.06,
              42.32
            ],
            [
              -82.07,
              42.32
            ],
            [
              -82.08,
              42.32
            ],
            [
              -82.09,
              42.33
            ],
            [
              -82.1,
              42.33
            ],
            [
              -82.11,
              42.32
            ],
            [
              -82.12,
              42.32
            ],
            [
              -82.13,
              42.33
            ],
            [
              -82.14,
              42.34
            ],
            [
              -82.15,
              42.35
            ],
            [
              -82.16,
              42.36
            ],
            [
              -82.17,
              42.37
            ],
            [
              -82.18,
              42.37
            ],
            [
              -82.19,
              42.37
            ],
            [
              -82.19,
              42.38
            ],
            [
              -82.19,
              42.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0602,
      "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": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0602,
        "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": "eb43dd1b644b63bf51f838033b1ceff7594315a80b8dfbb149ecd65d709d26ff"
      },
      "receipt_sha256": "eb43dd1b644b63bf51f838033b1ceff7594315a80b8dfbb149ecd65d709d26ff"
    },
    {
      "storm_id": "935660",
      "lat": 38.3766,
      "lon": -113.1874,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1099.0,
      "ebshear": 21.0,
      "srh01": 64.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.1311
        },
        {
          "name": "alignment",
          "value": -0.3379
        },
        {
          "name": "tau",
          "value": 0.2526
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 0.2525886595249176,
      "coherence_diagnostics": {
        "tau": 0.2525886595249176,
        "grad_tau": 0.03322599455714226,
        "torsion": 0.0,
        "alignment": -0.3379146456718445,
        "S_field": 0.040754638612270355,
        "Gamma_field": 0.5155912041664124,
        "S_over_Gamma": 0.07904448360204697,
        "Da": 28.91208267211914,
        "E_coh": 0.3311668932437897,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.25,
              38.4
            ],
            [
              -113.24,
              38.4
            ],
            [
              -113.23,
              38.4
            ],
            [
              -113.22,
              38.4
            ],
            [
              -113.21,
              38.4
            ],
            [
              -113.2,
              38.4
            ],
            [
              -113.2,
              38.39
            ],
            [
              -113.2,
              38.38
            ],
            [
              -113.2,
              38.37
            ],
            [
              -113.19,
              38.36
            ],
            [
              -113.18,
              38.37
            ],
            [
              -113.18,
              38.38
            ],
            [
              -113.17,
              38.39
            ],
            [
              -113.16,
              38.4
            ],
            [
              -113.15,
              38.4
            ],
            [
              -113.14,
              38.4
            ],
            [
              -113.13,
              38.39
            ],
            [
              -113.13,
              38.38
            ],
            [
              -113.13,
              38.37
            ],
            [
              -113.13,
              38.36
            ],
            [
              -113.13,
              38.35
            ],
            [
              -113.14,
              38.35
            ],
            [
              -113.15,
              38.34
            ],
            [
              -113.16,
              38.34
            ],
            [
              -113.17,
              38.35
            ],
            [
              -113.18,
              38.35
            ],
            [
              -113.19,
              38.36
            ],
            [
              -113.2,
              38.35
            ],
            [
              -113.21,
              38.35
            ],
            [
              -113.22,
              38.36
            ],
            [
              -113.22,
              38.37
            ],
            [
              -113.23,
              38.38
            ],
            [
              -113.23,
              38.39
            ],
            [
              -113.24,
              38.4
            ],
            [
              -113.25,
              38.4
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ae6b02e31549b6654d2a47e3ee5c7c3d3b77feef6f73d5553ff4e6f9f995ac96"
      },
      "receipt_sha256": "ae6b02e31549b6654d2a47e3ee5c7c3d3b77feef6f73d5553ff4e6f9f995ac96"
    },
    {
      "storm_id": "935712",
      "lat": 40.4513,
      "lon": -116.3369,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 885.0,
      "ebshear": 23.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 7.6311
        },
        {
          "name": "alignment",
          "value": -1.4813
        },
        {
          "name": "tau",
          "value": 0.3465
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 0.34645402431488037,
      "coherence_diagnostics": {
        "tau": 0.34645402431488037,
        "grad_tau": 0.05585727468132973,
        "torsion": 0.0,
        "alignment": -1.4813275337219238,
        "S_field": 0.10473385453224182,
        "Gamma_field": 0.5297579169273376,
        "S_over_Gamma": 0.1977013498544693,
        "Da": 29.844440460205078,
        "E_coh": 0.31687334179878235,
        "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": [
          [
            [
              -116.38,
              40.5
            ],
            [
              -116.33,
              40.5
            ],
            [
              -116.32,
              40.49
            ],
            [
              -116.3,
              40.49
            ],
            [
              -116.3,
              40.46
            ],
            [
              -116.28,
              40.45
            ],
            [
              -116.28,
              40.44
            ],
            [
              -116.26,
              40.42
            ],
            [
              -116.28,
              40.4
            ],
            [
              -116.35,
              40.4
            ],
            [
              -116.36,
              40.41
            ],
            [
              -116.38,
              40.41
            ],
            [
              -116.4,
              40.43
            ],
            [
              -116.39,
              40.45
            ],
            [
              -116.4,
              40.47
            ],
            [
              -116.38,
              40.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "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": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0593,
        "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": "fd0227ffb4f6323f293436a3bf303318b89369655cf52bb70330cd84066cc6f7"
      },
      "receipt_sha256": "fd0227ffb4f6323f293436a3bf303318b89369655cf52bb70330cd84066cc6f7"
    },
    {
      "storm_id": "935549",
      "lat": 38.1522,
      "lon": -110.0789,
      "motion_east": 1.2,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 655.0,
      "ebshear": 26.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.46,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5061
        },
        {
          "name": "alignment",
          "value": 4.4312
        },
        {
          "name": "tau",
          "value": 0.5533
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 0.5532944202423096,
      "coherence_diagnostics": {
        "tau": 0.5532944202423096,
        "grad_tau": 0.050806231796741486,
        "torsion": 0.0,
        "alignment": 4.431187629699707,
        "S_field": 0.43204113841056824,
        "Gamma_field": 0.45809125900268555,
        "S_over_Gamma": 0.9431333541870117,
        "Da": 27.87798309326172,
        "E_coh": 0.962193489074707,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.1,
              38.18
            ],
            [
              -110.05,
              38.18
            ],
            [
              -110.04,
              38.17
            ],
            [
              -110.04,
              38.15
            ],
            [
              -110.06,
              38.11
            ],
            [
              -110.1,
              38.11
            ],
            [
              -110.11,
              38.12
            ],
            [
              -110.11,
              38.17
            ],
            [
              -110.1,
              38.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "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": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0589,
        "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": "1604309011ea737115498f9716881d5f0b74df147cd2e186e56208b34a2b4c7a"
      },
      "receipt_sha256": "1604309011ea737115498f9716881d5f0b74df147cd2e186e56208b34a2b4c7a"
    },
    {
      "storm_id": "934884",
      "lat": 40.9163,
      "lon": -111.2963,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 687.0,
      "ebshear": 24.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0061
        },
        {
          "name": "alignment",
          "value": 1.6751
        },
        {
          "name": "tau",
          "value": 0.5088
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 0.5088421702384949,
      "coherence_diagnostics": {
        "tau": 0.5088421702384949,
        "grad_tau": 0.10978511720895767,
        "torsion": 0.0,
        "alignment": 1.675126075744629,
        "S_field": 0.2516902983188629,
        "Gamma_field": 0.6014245748519897,
        "S_over_Gamma": 0.4184902012348175,
        "Da": 36.262672424316406,
        "E_coh": 0.7731573581695557,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.3,
              40.95
            ],
            [
              -111.26,
              40.95
            ],
            [
              -111.25,
              40.94
            ],
            [
              -111.25,
              40.88
            ],
            [
              -111.33,
              40.86
            ],
            [
              -111.34,
              40.88
            ],
            [
              -111.34,
              40.92
            ],
            [
              -111.3,
              40.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "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": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0585,
        "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": "b6a043654a54a4adc76cc7d3a056ecd6d0f0abd73aea2af092b31e35acc1c1c4"
      },
      "receipt_sha256": "b6a043654a54a4adc76cc7d3a056ecd6d0f0abd73aea2af092b31e35acc1c1c4"
    },
    {
      "storm_id": "934483",
      "lat": 33.4182,
      "lon": -94.4055,
      "motion_east": 1.2,
      "motion_south": -7.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3048.0,
      "ebshear": 11.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1311
        },
        {
          "name": "alignment",
          "value": 0.4775
        },
        {
          "name": "tau",
          "value": 2.0822
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0583
      },
      "coherence_score": 2.0821945667266846,
      "coherence_diagnostics": {
        "tau": 2.0821945667266846,
        "grad_tau": 0.41487932205200195,
        "torsion": 0.0,
        "alignment": 0.4775364398956299,
        "S_field": 0.4023823142051697,
        "Gamma_field": 0.33475789427757263,
        "S_over_Gamma": 1.202009916305542,
        "Da": 18.972545623779297,
        "E_coh": 0.9160100221633911,
        "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": [
          [
            [
              -94.42,
              33.46
            ],
            [
              -94.37,
              33.46
            ],
            [
              -94.35,
              33.43
            ],
            [
              -94.36,
              33.42
            ],
            [
              -94.36,
              33.4
            ],
            [
              -94.39,
              33.37
            ],
            [
              -94.44,
              33.37
            ],
            [
              -94.46,
              33.39
            ],
            [
              -94.45,
              33.4
            ],
            [
              -94.44,
              33.44
            ],
            [
              -94.42,
              33.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0583,
      "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": "f8480f04fc8f8b247be8eb630a0944dc202a8087b4d3be551c787494318bd013",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0583,
        "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": "3b50079199ab620856326265cd5867af620f59ce0bf4cb46a87c0bdb97449c44"
      },
      "receipt_sha256": "3b50079199ab620856326265cd5867af620f59ce0bf4cb46a87c0bdb97449c44"
    },
    {
      "storm_id": "935701",
      "lat": 48.085,
      "lon": -123.47,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 79.0,
      "ebshear": 32.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8811
        },
        {
          "name": "alignment",
          "value": 1.1153
        },
        {
          "name": "tau",
          "value": 0.0985
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.058
      },
      "coherence_score": 0.09848254919052124,
      "coherence_diagnostics": {
        "tau": 0.09848254919052124,
        "grad_tau": 0.11621155589818954,
        "torsion": 0.0,
        "alignment": 1.115330457687378,
        "S_field": 0.08488000184297562,
        "Gamma_field": 0.1530912220478058,
        "S_over_Gamma": 0.5544406771659851,
        "Da": 9.635173797607422,
        "E_coh": 0.2858726382255554,
        "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": [
          [
            [
              -123.46,
              48.12
            ],
            [
              -123.43,
              48.11
            ],
            [
              -123.43,
              48.07
            ],
            [
              -123.46,
              48.04
            ],
            [
              -123.51,
              48.04
            ],
            [
              -123.51,
              48.08
            ],
            [
              -123.5,
              48.1
            ],
            [
              -123.46,
              48.12
            ]
          ]
        ]
      },
      "raw_probability": 0.058,
      "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": "728bcc7d5c0f3728de3fa536031fbcf46b145647b8a6ef62d1b10c891099f4f1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.058,
        "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": "1cef603ede3a468eb4a7e1c9238c1c7b8ca40765f78b8c765328c96cdb065a46"
      },
      "receipt_sha256": "1cef603ede3a468eb4a7e1c9238c1c7b8ca40765f78b8c765328c96cdb065a46"
    },
    {
      "storm_id": "933567",
      "lat": 29.443,
      "lon": -100.017,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2210.0,
      "ebshear": 19.0,
      "srh01": 56.0,
      "maxllaz": 0.006,
      "mesh": 0.03,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0061
        },
        {
          "name": "alignment",
          "value": 3.5208
        },
        {
          "name": "tau",
          "value": 1.1557
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0575
      },
      "coherence_score": 1.1557207107543945,
      "coherence_diagnostics": {
        "tau": 1.1557207107543945,
        "grad_tau": 0.13897527754306793,
        "torsion": 0.0,
        "alignment": 3.520777702331543,
        "S_field": 0.18397025763988495,
        "Gamma_field": 0.30475789308547974,
        "S_over_Gamma": 0.6036603450775146,
        "Da": 18.44607925415039,
        "E_coh": 0.1017097756266594,
        "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": [
          [
            [
              -100.03,
              29.48
            ],
            [
              -100.0,
              29.48
            ],
            [
              -99.97,
              29.46
            ],
            [
              -99.97,
              29.43
            ],
            [
              -100.01,
              29.4
            ],
            [
              -100.03,
              29.4
            ],
            [
              -100.03,
              29.41
            ],
            [
              -100.05,
              29.43
            ],
            [
              -100.05,
              29.46
            ],
            [
              -100.03,
              29.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0575,
      "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": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0575,
        "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": "f0638737960731117869595f500dbb9535fbde515007c5ce08f26fbf9d10a6ee"
      },
      "receipt_sha256": "f0638737960731117869595f500dbb9535fbde515007c5ce08f26fbf9d10a6ee"
    },
    {
      "storm_id": "935740",
      "lat": 45.0275,
      "lon": -110.815,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1041.0,
      "ebshear": 19.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6311
        },
        {
          "name": "alignment",
          "value": 0.3876
        },
        {
          "name": "tau",
          "value": 0.6691
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 0.6690959334373474,
      "coherence_diagnostics": {
        "tau": 0.6690959334373474,
        "grad_tau": 0.12839959561824799,
        "torsion": 0.0,
        "alignment": 0.3875998556613922,
        "S_field": 0.327709436416626,
        "Gamma_field": 0.6439245939254761,
        "S_over_Gamma": 0.508925199508667,
        "Da": 38.08378601074219,
        "E_coh": 0.713645875453949,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.82,
              45.06
            ],
            [
              -110.79,
              45.06
            ],
            [
              -110.78,
              45.05
            ],
            [
              -110.78,
              45.0
            ],
            [
              -110.82,
              44.98
            ],
            [
              -110.85,
              44.98
            ],
            [
              -110.86,
              45.03
            ],
            [
              -110.82,
              45.06
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "95d6eef702f6a7a7d39b9902e0cbb6705726bb7d2aa0a034458ed1815d9b2ebe"
      },
      "receipt_sha256": "95d6eef702f6a7a7d39b9902e0cbb6705726bb7d2aa0a034458ed1815d9b2ebe"
    },
    {
      "storm_id": "935699",
      "lat": 50.9462,
      "lon": -95.5125,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 15.0,
      "ebshear": 4.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1311
        },
        {
          "name": "alignment",
          "value": -1.8868
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.711023211479187,
        "torsion": 0.0,
        "alignment": -1.8867721557617188,
        "S_field": 0.1813969612121582,
        "Gamma_field": 0.17142456769943237,
        "S_over_Gamma": 1.058173656463623,
        "Da": 11.017049789428711,
        "E_coh": 0.3646068871021271,
        "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": [
          [
            [
              -95.6,
              50.96
            ],
            [
              -95.43,
              50.96
            ],
            [
              -95.43,
              50.95
            ],
            [
              -95.45,
              50.93
            ],
            [
              -95.51,
              50.93
            ],
            [
              -95.52,
              50.94
            ],
            [
              -95.56,
              50.94
            ],
            [
              -95.6,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0568,
      "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": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0568,
        "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": "8f12671f438dff3daa33746601ca81aa91a859c15766b49637f47a1aabb32361"
      },
      "receipt_sha256": "8f12671f438dff3daa33746601ca81aa91a859c15766b49637f47a1aabb32361"
    },
    {
      "storm_id": "935194",
      "lat": 46.1707,
      "lon": -112.9136,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2605.0,
      "ebshear": 31.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7561
        },
        {
          "name": "alignment",
          "value": 0.9199
        },
        {
          "name": "tau",
          "value": 0.5026
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 0.5025933980941772,
      "coherence_diagnostics": {
        "tau": 0.5025933980941772,
        "grad_tau": 0.06895525008440018,
        "torsion": 0.0,
        "alignment": 0.9198874831199646,
        "S_field": 0.40160423517227173,
        "Gamma_field": 0.974757969379425,
        "S_over_Gamma": 0.4120040535926819,
        "Da": 61.07068634033203,
        "E_coh": 0.7972397804260254,
        "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": [
          [
            [
              -112.97,
              46.22
            ],
            [
              -112.92,
              46.22
            ],
            [
              -112.92,
              46.21
            ],
            [
              -112.89,
              46.19
            ],
            [
              -112.84,
              46.19
            ],
            [
              -112.84,
              46.14
            ],
            [
              -112.86,
              46.12
            ],
            [
              -112.88,
              46.12
            ],
            [
              -112.89,
              46.11
            ],
            [
              -112.91,
              46.12
            ],
            [
              -112.94,
              46.15
            ],
            [
              -112.98,
              46.17
            ],
            [
              -112.98,
              46.21
            ],
            [
              -112.97,
              46.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "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": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0566,
        "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": "97e2840a400841ebcd412f3c5e2d1e2b8fb26435977590fe3164d2cd4ac3352d"
      },
      "receipt_sha256": "97e2840a400841ebcd412f3c5e2d1e2b8fb26435977590fe3164d2cd4ac3352d"
    },
    {
      "storm_id": "934369",
      "lat": 43.8313,
      "lon": -92.055,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3040.0,
      "ebshear": 23.0,
      "srh01": 36.0,
      "maxllaz": 0.006,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": -0.4228
        },
        {
          "name": "tau",
          "value": 1.5356
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 1.5355863571166992,
      "coherence_diagnostics": {
        "tau": 1.5355863571166992,
        "grad_tau": 0.06631806492805481,
        "torsion": 0.0,
        "alignment": -0.4228200912475586,
        "S_field": 0.5368841886520386,
        "Gamma_field": 0.3364245891571045,
        "S_over_Gamma": 1.5958529710769653,
        "Da": 21.38224983215332,
        "E_coh": 0.9189159274101257,
        "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": [
          [
            [
              -92.17,
              43.95
            ],
            [
              -92.13,
              43.95
            ],
            [
              -92.12,
              43.94
            ],
            [
              -92.15,
              43.92
            ],
            [
              -92.13,
              43.91
            ],
            [
              -92.12,
              43.89
            ],
            [
              -92.06,
              43.86
            ],
            [
              -92.04,
              43.86
            ],
            [
              -92.04,
              43.84
            ],
            [
              -92.02,
              43.82
            ],
            [
              -92.01,
              43.82
            ],
            [
              -91.99,
              43.84
            ],
            [
              -92.0,
              43.85
            ],
            [
              -91.97,
              43.87
            ],
            [
              -91.94,
              43.85
            ],
            [
              -91.92,
              43.85
            ],
            [
              -91.88,
              43.83
            ],
            [
              -91.86,
              43.81
            ],
            [
              -91.86,
              43.76
            ],
            [
              -91.88,
              43.76
            ],
            [
              -91.92,
              43.74
            ],
            [
              -91.93,
              43.72
            ],
            [
              -91.93,
              43.69
            ],
            [
              -91.95,
              43.66
            ],
            [
              -92.0,
              43.66
            ],
            [
              -92.05,
              43.72
            ],
            [
              -92.1,
              43.72
            ],
            [
              -92.15,
              43.79
            ],
            [
              -92.15,
              43.81
            ],
            [
              -92.17,
              43.83
            ],
            [
              -92.17,
              43.85
            ],
            [
              -92.18,
              43.86
            ],
            [
              -92.19,
              43.84
            ],
            [
              -92.2,
              43.84
            ],
            [
              -92.21,
              43.9
            ],
            [
              -92.17,
              43.91
            ],
            [
              -92.16,
              43.92
            ],
            [
              -92.17,
              43.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "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": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0565,
        "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": "e55542e564b157b352f1b2ee6ac15984e7d0dc50c4d5b097c3586d22658b0c49"
      },
      "receipt_sha256": "e55542e564b157b352f1b2ee6ac15984e7d0dc50c4d5b097c3586d22658b0c49"
    },
    {
      "storm_id": "934832",
      "lat": 31.9262,
      "lon": -111.305,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 525.0,
      "ebshear": 10.0,
      "srh01": 20.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8811
        },
        {
          "name": "alignment",
          "value": -3.2703
        },
        {
          "name": "tau",
          "value": 0.5433
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.5433238744735718,
      "coherence_diagnostics": {
        "tau": 0.5433238744735718,
        "grad_tau": 0.17134353518486023,
        "torsion": 0.0,
        "alignment": -3.270338535308838,
        "S_field": 0.09759464859962463,
        "Gamma_field": 0.9814246296882629,
        "S_over_Gamma": 0.09944181889295578,
        "Da": 57.64411544799805,
        "E_coh": 0.34664303064346313,
        "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": [
          [
            [
              -111.32,
              31.96
            ],
            [
              -111.3,
              31.96
            ],
            [
              -111.26,
              31.94
            ],
            [
              -111.26,
              31.9
            ],
            [
              -111.3,
              31.87
            ],
            [
              -111.34,
              31.89
            ],
            [
              -111.34,
              31.93
            ],
            [
              -111.32,
              31.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "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": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0565,
        "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": "e55542e564b157b352f1b2ee6ac15984e7d0dc50c4d5b097c3586d22658b0c49"
      },
      "receipt_sha256": "e55542e564b157b352f1b2ee6ac15984e7d0dc50c4d5b097c3586d22658b0c49"
    },
    {
      "storm_id": "935759",
      "lat": 35.7133,
      "lon": -97.2225,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1890.0,
      "ebshear": 11.0,
      "srh01": 64.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5061
        },
        {
          "name": "alignment",
          "value": -1.6162
        },
        {
          "name": "tau",
          "value": 0.9349
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.9348602294921875,
      "coherence_diagnostics": {
        "tau": 0.9348602294921875,
        "grad_tau": 0.2921682596206665,
        "torsion": 0.0,
        "alignment": -1.6161686182022095,
        "S_field": 0.2618821859359741,
        "Gamma_field": 0.3780912458896637,
        "S_over_Gamma": 0.6926428079605103,
        "Da": 22.110910415649414,
        "E_coh": 0.8802430033683777,
        "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": [
          [
            [
              -97.27,
              35.77
            ],
            [
              -97.22,
              35.77
            ],
            [
              -97.2,
              35.76
            ],
            [
              -97.19,
              35.74
            ],
            [
              -97.19,
              35.7
            ],
            [
              -97.18,
              35.69
            ],
            [
              -97.19,
              35.67
            ],
            [
              -97.21,
              35.66
            ],
            [
              -97.22,
              35.67
            ],
            [
              -97.26,
              35.67
            ],
            [
              -97.27,
              35.69
            ],
            [
              -97.27,
              35.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "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": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0565,
        "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": "e55542e564b157b352f1b2ee6ac15984e7d0dc50c4d5b097c3586d22658b0c49"
      },
      "receipt_sha256": "e55542e564b157b352f1b2ee6ac15984e7d0dc50c4d5b097c3586d22658b0c49"
    },
    {
      "storm_id": "935647",
      "lat": 27.9763,
      "lon": -99.4313,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2848.0,
      "ebshear": 22.0,
      "srh01": 47.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7561
        },
        {
          "name": "alignment",
          "value": 1.6023
        },
        {
          "name": "tau",
          "value": 1.2014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0561
      },
      "coherence_score": 1.2014341354370117,
      "coherence_diagnostics": {
        "tau": 1.2014341354370117,
        "grad_tau": 0.1750628799200058,
        "torsion": 0.0,
        "alignment": 1.602294921875,
        "S_field": 0.17432673275470734,
        "Gamma_field": 0.5489245653152466,
        "S_over_Gamma": 0.31757867336273193,
        "Da": 34.63846969604492,
        "E_coh": 0.7364827394485474,
        "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": [
          [
            [
              -99.47,
              28.01
            ],
            [
              -99.4,
              28.01
            ],
            [
              -99.41,
              28.0
            ],
            [
              -99.4,
              27.98
            ],
            [
              -99.4,
              27.94
            ],
            [
              -99.41,
              27.93
            ],
            [
              -99.49,
              27.93
            ],
            [
              -99.47,
              28.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0561,
      "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": "40da383cda7607b2b239da9913183ff66d238f00ddaf9154c19f755980bd1df7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0561,
        "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": "41ea4bf68b94d28c02d3807a973ad002222b8c7ee91f63e71765db86d2e06d52"
      },
      "receipt_sha256": "41ea4bf68b94d28c02d3807a973ad002222b8c7ee91f63e71765db86d2e06d52"
    },
    {
      "storm_id": "935737",
      "lat": 27.1255,
      "lon": -96.0627,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4365.0,
      "ebshear": 9.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2561
        },
        {
          "name": "alignment",
          "value": 0.563
        },
        {
          "name": "tau",
          "value": 1.3058
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0561
      },
      "coherence_score": 1.3058053255081177,
      "coherence_diagnostics": {
        "tau": 1.3058053255081177,
        "grad_tau": 0.5683430433273315,
        "torsion": 0.0,
        "alignment": 0.5630477666854858,
        "S_field": 0.5587875843048096,
        "Gamma_field": 0.39309126138687134,
        "S_over_Gamma": 1.4215213060379028,
        "Da": 25.611116409301758,
        "E_coh": 0.9535709619522095,
        "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": [
          [
            [
              -96.07,
              27.17
            ],
            [
              -96.05,
              27.17
            ],
            [
              -96.07,
              27.15
            ],
            [
              -96.04,
              27.12
            ],
            [
              -96.01,
              27.12
            ],
            [
              -96.05,
              27.1
            ],
            [
              -96.06,
              27.08
            ],
            [
              -96.09,
              27.08
            ],
            [
              -96.1,
              27.1
            ],
            [
              -96.08,
              27.12
            ],
            [
              -96.07,
              27.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0561,
      "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": "40da383cda7607b2b239da9913183ff66d238f00ddaf9154c19f755980bd1df7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0561,
        "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": "41ea4bf68b94d28c02d3807a973ad002222b8c7ee91f63e71765db86d2e06d52"
      },
      "receipt_sha256": "41ea4bf68b94d28c02d3807a973ad002222b8c7ee91f63e71765db86d2e06d52"
    },
    {
      "storm_id": "935532",
      "lat": 45.1044,
      "lon": -110.6433,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1159.0,
      "ebshear": 22.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6311
        },
        {
          "name": "alignment",
          "value": 0.3876
        },
        {
          "name": "tau",
          "value": 0.6691
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0557
      },
      "coherence_score": 0.6690959334373474,
      "coherence_diagnostics": {
        "tau": 0.6690959334373474,
        "grad_tau": 0.12839959561824799,
        "torsion": 0.0,
        "alignment": 0.3875998556613922,
        "S_field": 0.327709436416626,
        "Gamma_field": 0.6439245939254761,
        "S_over_Gamma": 0.508925199508667,
        "Da": 38.08378601074219,
        "E_coh": 0.713645875453949,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.66,
              45.13
            ],
            [
              -110.62,
              45.13
            ],
            [
              -110.61,
              45.12
            ],
            [
              -110.61,
              45.09
            ],
            [
              -110.63,
              45.07
            ],
            [
              -110.66,
              45.07
            ],
            [
              -110.67,
              45.08
            ],
            [
              -110.67,
              45.12
            ],
            [
              -110.66,
              45.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0557,
      "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": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0557,
        "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": "ae88c478d9e8a87ca9ca639117f9bacbde0ffc558acd4303a0e6d0299c6e5f37"
      },
      "receipt_sha256": "ae88c478d9e8a87ca9ca639117f9bacbde0ffc558acd4303a0e6d0299c6e5f37"
    },
    {
      "storm_id": "935721",
      "lat": 36.2244,
      "lon": -109.6222,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 473.0,
      "ebshear": 17.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7561
        },
        {
          "name": "alignment",
          "value": 0.7733
        },
        {
          "name": "tau",
          "value": 0.6519
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 0.6518558263778687,
      "coherence_diagnostics": {
        "tau": 0.6518558263778687,
        "grad_tau": 0.17242872714996338,
        "torsion": 0.0,
        "alignment": 0.7733337879180908,
        "S_field": 0.17776425182819366,
        "Gamma_field": 0.46475791931152344,
        "S_over_Gamma": 0.38248783349990845,
        "Da": 29.959354400634766,
        "E_coh": 0.837343156337738,
        "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": [
          [
            [
              -109.62,
              36.26
            ],
            [
              -109.59,
              36.24
            ],
            [
              -109.59,
              36.2
            ],
            [
              -109.61,
              36.19
            ],
            [
              -109.63,
              36.2
            ],
            [
              -109.66,
              36.2
            ],
            [
              -109.64,
              36.22
            ],
            [
              -109.64,
              36.25
            ],
            [
              -109.62,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "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": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0552,
        "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": "60e2c3f6b9ac91cc13d9f3961ee879966aa00d587dea8f25c085085bb7b2eb4a"
      },
      "receipt_sha256": "60e2c3f6b9ac91cc13d9f3961ee879966aa00d587dea8f25c085085bb7b2eb4a"
    },
    {
      "storm_id": "935692",
      "lat": 32.3333,
      "lon": -110.9756,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 699.0,
      "ebshear": 7.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0061
        },
        {
          "name": "alignment",
          "value": -2.6601
        },
        {
          "name": "tau",
          "value": 0.5771
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.5771230459213257,
      "coherence_diagnostics": {
        "tau": 0.5771230459213257,
        "grad_tau": 0.13148348033428192,
        "torsion": 0.0,
        "alignment": -2.660053253173828,
        "S_field": 0.17444409430027008,
        "Gamma_field": 0.8105912804603577,
        "S_over_Gamma": 0.21520598232746124,
        "Da": 48.55875015258789,
        "E_coh": 0.7142817974090576,
        "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": [
          [
            [
              -111.0,
              32.36
            ],
            [
              -110.94,
              32.35
            ],
            [
              -110.93,
              32.34
            ],
            [
              -110.95,
              32.3
            ],
            [
              -110.96,
              32.31
            ],
            [
              -110.98,
              32.3
            ],
            [
              -111.01,
              32.33
            ],
            [
              -111.01,
              32.35
            ],
            [
              -111.0,
              32.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "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": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0545,
        "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": "c97512eaccd731b4d144ce66b4388de1e3b15e5517cd44be28b846f9296652ec"
      },
      "receipt_sha256": "c97512eaccd731b4d144ce66b4388de1e3b15e5517cd44be28b846f9296652ec"
    },
    {
      "storm_id": "935608",
      "lat": 32.8567,
      "lon": -109.3211,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 883.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.006,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0061
        },
        {
          "name": "alignment",
          "value": -0.8653
        },
        {
          "name": "tau",
          "value": 0.852
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 0.8519842624664307,
      "coherence_diagnostics": {
        "tau": 0.8519842624664307,
        "grad_tau": 0.19340600073337555,
        "torsion": 0.0,
        "alignment": -0.8652865886688232,
        "S_field": 0.22683250904083252,
        "Gamma_field": 0.5064245462417603,
        "S_over_Gamma": 0.44790977239608765,
        "Da": 30.73185920715332,
        "E_coh": 0.8821998834609985,
        "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": [
          [
            [
              -109.35,
              32.89
            ],
            [
              -109.3,
              32.89
            ],
            [
              -109.29,
              32.87
            ],
            [
              -109.3,
              32.86
            ],
            [
              -109.3,
              32.83
            ],
            [
              -109.32,
              32.83
            ],
            [
              -109.33,
              32.82
            ],
            [
              -109.35,
              32.83
            ],
            [
              -109.35,
              32.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "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": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0543,
        "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": "de0f5806faa69224124a6c6c2e57b091d307415f27166dc7725eac7bdf0883c9"
      },
      "receipt_sha256": "de0f5806faa69224124a6c6c2e57b091d307415f27166dc7725eac7bdf0883c9"
    },
    {
      "storm_id": "934608",
      "lat": 37.0614,
      "lon": -92.6471,
      "motion_east": 5.7,
      "motion_south": 1.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2327.0,
      "ebshear": 12.0,
      "srh01": 4.0,
      "maxllaz": 0.004,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5061
        },
        {
          "name": "alignment",
          "value": -0.9375
        },
        {
          "name": "tau",
          "value": 2.223
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 2.2230420112609863,
      "coherence_diagnostics": {
        "tau": 2.2230420112609863,
        "grad_tau": 0.3745552897453308,
        "torsion": 0.0,
        "alignment": -0.9375070333480835,
        "S_field": 0.4540068805217743,
        "Gamma_field": 0.3139245808124542,
        "S_over_Gamma": 1.446229100227356,
        "Da": 18.546279907226562,
        "E_coh": 0.9272300004959106,
        "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": [
          [
            [
              -92.62,
              37.19
            ],
            [
              -92.59,
              37.19
            ],
            [
              -92.56,
              37.15
            ],
            [
              -92.57,
              37.14
            ],
            [
              -92.57,
              37.12
            ],
            [
              -92.61,
              37.08
            ],
            [
              -92.62,
              37.02
            ],
            [
              -92.65,
              36.99
            ],
            [
              -92.64,
              36.97
            ],
            [
              -92.66,
              36.95
            ],
            [
              -92.68,
              36.95
            ],
            [
              -92.69,
              36.96
            ],
            [
              -92.71,
              36.96
            ],
            [
              -92.71,
              36.97
            ],
            [
              -92.69,
              36.99
            ],
            [
              -92.7,
              37.03
            ],
            [
              -92.68,
              37.06
            ],
            [
              -92.68,
              37.11
            ],
            [
              -92.67,
              37.12
            ],
            [
              -92.67,
              37.15
            ],
            [
              -92.62,
              37.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "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": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0541,
        "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": "6e858721ec4a2661e08223c783a4ee2450059f3c221f07fd0e4684ed9adf277a"
      },
      "receipt_sha256": "6e858721ec4a2661e08223c783a4ee2450059f3c221f07fd0e4684ed9adf277a"
    },
    {
      "storm_id": "935700",
      "lat": 48.4312,
      "lon": -123.2675,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 79.0,
      "ebshear": 17.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8811
        },
        {
          "name": "alignment",
          "value": 1.1153
        },
        {
          "name": "tau",
          "value": 0.0985
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.054
      },
      "coherence_score": 0.09848254919052124,
      "coherence_diagnostics": {
        "tau": 0.09848254919052124,
        "grad_tau": 0.11621155589818954,
        "torsion": 0.0,
        "alignment": 1.115330457687378,
        "S_field": 0.08488000184297562,
        "Gamma_field": 0.1530912220478058,
        "S_over_Gamma": 0.5544406771659851,
        "Da": 9.635173797607422,
        "E_coh": 0.2858726382255554,
        "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": [
          [
            [
              -123.29,
              48.46
            ],
            [
              -123.25,
              48.46
            ],
            [
              -123.24,
              48.45
            ],
            [
              -123.24,
              48.41
            ],
            [
              -123.25,
              48.4
            ],
            [
              -123.28,
              48.4
            ],
            [
              -123.3,
              48.41
            ],
            [
              -123.29,
              48.46
            ]
          ]
        ]
      },
      "raw_probability": 0.054,
      "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": "ac0decf3fc11a683728a778c097e3cbe8a1f27fb38c5826f4b90d4efba2cbc33",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.054,
        "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": "c807f74ce63b8b76e17a62ef0273c2eaa0a654ae31410f35a294d75ca8ac1ee2"
      },
      "receipt_sha256": "c807f74ce63b8b76e17a62ef0273c2eaa0a654ae31410f35a294d75ca8ac1ee2"
    },
    {
      "storm_id": "935752",
      "lat": 37.5637,
      "lon": -89.39,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3071.0,
      "ebshear": 7.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5061
        },
        {
          "name": "alignment",
          "value": 1.1773
        },
        {
          "name": "tau",
          "value": 2.8522
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.054
      },
      "coherence_score": 2.852235794067383,
      "coherence_diagnostics": {
        "tau": 2.852235794067383,
        "grad_tau": 0.49611786007881165,
        "torsion": 0.0,
        "alignment": 1.17733633518219,
        "S_field": 0.9628176689147949,
        "Gamma_field": 0.2897579073905945,
        "S_over_Gamma": 3.3228347301483154,
        "Da": 17.34572410583496,
        "E_coh": 0.9605918526649475,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.44,
              37.62
            ],
            [
              -89.38,
              37.62
            ],
            [
              -89.39,
              37.6
            ],
            [
              -89.35,
              37.57
            ],
            [
              -89.36,
              37.56
            ],
            [
              -89.36,
              37.53
            ],
            [
              -89.35,
              37.52
            ],
            [
              -89.36,
              37.51
            ],
            [
              -89.38,
              37.52
            ],
            [
              -89.37,
              37.53
            ],
            [
              -89.38,
              37.54
            ],
            [
              -89.41,
              37.54
            ],
            [
              -89.43,
              37.56
            ],
            [
              -89.42,
              37.57
            ],
            [
              -89.42,
              37.61
            ],
            [
              -89.44,
              37.62
            ]
          ]
        ]
      },
      "raw_probability": 0.054,
      "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": "ac0decf3fc11a683728a778c097e3cbe8a1f27fb38c5826f4b90d4efba2cbc33",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.054,
        "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": "c807f74ce63b8b76e17a62ef0273c2eaa0a654ae31410f35a294d75ca8ac1ee2"
      },
      "receipt_sha256": "c807f74ce63b8b76e17a62ef0273c2eaa0a654ae31410f35a294d75ca8ac1ee2"
    },
    {
      "storm_id": "934712",
      "lat": 34.7736,
      "lon": -94.7609,
      "motion_east": 4.5,
      "motion_south": -7.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2103.0,
      "ebshear": 7.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5061
        },
        {
          "name": "alignment",
          "value": 1.0884
        },
        {
          "name": "tau",
          "value": 2.0643
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 2.064317226409912,
      "coherence_diagnostics": {
        "tau": 2.064317226409912,
        "grad_tau": 0.40445199608802795,
        "torsion": 0.0,
        "alignment": 1.0883922576904297,
        "S_field": 0.5491344928741455,
        "Gamma_field": 0.2780912220478058,
        "S_over_Gamma": 1.9746559858322144,
        "Da": 15.714510917663574,
        "E_coh": 0.9584032297134399,
        "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": [
          [
            [
              -94.78,
              34.88
            ],
            [
              -94.76,
              34.88
            ],
            [
              -94.73,
              34.86
            ],
            [
              -94.73,
              34.83
            ],
            [
              -94.75,
              34.8
            ],
            [
              -94.75,
              34.77
            ],
            [
              -94.73,
              34.75
            ],
            [
              -94.72,
              34.75
            ],
            [
              -94.72,
              34.74
            ],
            [
              -94.69,
              34.7
            ],
            [
              -94.69,
              34.66
            ],
            [
              -94.7,
              34.65
            ],
            [
              -94.75,
              34.65
            ],
            [
              -94.77,
              34.66
            ],
            [
              -94.82,
              34.71
            ],
            [
              -94.83,
              34.73
            ],
            [
              -94.83,
              34.75
            ],
            [
              -94.8,
              34.81
            ],
            [
              -94.81,
              34.82
            ],
            [
              -94.81,
              34.87
            ],
            [
              -94.79,
              34.87
            ],
            [
              -94.78,
              34.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "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": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0535,
        "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": "a3a49e2bdf3e47a1693e2a0303cfc55000b43862e74d29f41eadc95f4349b9be"
      },
      "receipt_sha256": "a3a49e2bdf3e47a1693e2a0303cfc55000b43862e74d29f41eadc95f4349b9be"
    },
    {
      "storm_id": "935595",
      "lat": 43.8845,
      "lon": -108.1973,
      "motion_east": 1.7,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1063.0,
      "ebshear": 27.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2561
        },
        {
          "name": "alignment",
          "value": -0.5647
        },
        {
          "name": "tau",
          "value": 0.8745
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 0.8745284080505371,
      "coherence_diagnostics": {
        "tau": 0.8745284080505371,
        "grad_tau": 0.20548082888126373,
        "torsion": 0.0,
        "alignment": -0.5646767616271973,
        "S_field": 0.32457345724105835,
        "Gamma_field": 0.6372578740119934,
        "S_over_Gamma": 0.509328305721283,
        "Da": 39.265777587890625,
        "E_coh": 0.869796633720398,
        "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": [
          [
            [
              -108.18,
              43.92
            ],
            [
              -108.14,
              43.92
            ],
            [
              -108.14,
              43.87
            ],
            [
              -108.19,
              43.83
            ],
            [
              -108.22,
              43.83
            ],
            [
              -108.24,
              43.84
            ],
            [
              -108.24,
              43.88
            ],
            [
              -108.23,
              43.9
            ],
            [
              -108.22,
              43.91
            ],
            [
              -108.19,
              43.91
            ],
            [
              -108.18,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "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": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0535,
        "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": "a3a49e2bdf3e47a1693e2a0303cfc55000b43862e74d29f41eadc95f4349b9be"
      },
      "receipt_sha256": "a3a49e2bdf3e47a1693e2a0303cfc55000b43862e74d29f41eadc95f4349b9be"
    },
    {
      "storm_id": "934569",
      "lat": 38.2243,
      "lon": -92.071,
      "motion_east": 0.2,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1944.0,
      "ebshear": 17.0,
      "srh01": 8.0,
      "maxllaz": 0.009,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.0061
        },
        {
          "name": "alignment",
          "value": 4.1538
        },
        {
          "name": "tau",
          "value": 1.9245
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 1.9245266914367676,
      "coherence_diagnostics": {
        "tau": 1.9245266914367676,
        "grad_tau": 0.30065223574638367,
        "torsion": 0.0,
        "alignment": 4.153751373291016,
        "S_field": 0.3779172897338867,
        "Gamma_field": 0.4547579288482666,
        "S_over_Gamma": 0.8310295939445496,
        "Da": 27.60340118408203,
        "E_coh": 0.7214388847351074,
        "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": [
          [
            [
              -92.12,
              38.34
            ],
            [
              -92.06,
              38.34
            ],
            [
              -92.06,
              38.33
            ],
            [
              -92.02,
              38.29
            ],
            [
              -92.01,
              38.26
            ],
            [
              -91.98,
              38.22
            ],
            [
              -91.98,
              38.17
            ],
            [
              -92.0,
              38.14
            ],
            [
              -92.0,
              38.11
            ],
            [
              -92.02,
              38.07
            ],
            [
              -92.07,
              38.07
            ],
            [
              -92.08,
              38.08
            ],
            [
              -92.09,
              38.15
            ],
            [
              -92.11,
              38.18
            ],
            [
              -92.11,
              38.2
            ],
            [
              -92.13,
              38.24
            ],
            [
              -92.13,
              38.27
            ],
            [
              -92.14,
              38.28
            ],
            [
              -92.13,
              38.3
            ],
            [
              -92.13,
              38.33
            ],
            [
              -92.12,
              38.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "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": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0534,
        "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": "d4da079f50403730a5571be95de94829ddc92d7cf0bc97eda310ef3f88626b9a"
      },
      "receipt_sha256": "d4da079f50403730a5571be95de94829ddc92d7cf0bc97eda310ef3f88626b9a"
    },
    {
      "storm_id": "935582",
      "lat": 34.9875,
      "lon": -95.8125,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2113.0,
      "ebshear": 6.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2561
        },
        {
          "name": "alignment",
          "value": 0.1592
        },
        {
          "name": "tau",
          "value": 1.6334
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 1.6333619356155396,
      "coherence_diagnostics": {
        "tau": 1.6333619356155396,
        "grad_tau": 0.3838607370853424,
        "torsion": 0.0,
        "alignment": 0.15916720032691956,
        "S_field": 0.2617274224758148,
        "Gamma_field": 0.33059123158454895,
        "S_over_Gamma": 0.7916949987411499,
        "Da": 18.357614517211914,
        "E_coh": 0.9391269683837891,
        "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": [
          [
            [
              -95.84,
              35.02
            ],
            [
              -95.8,
              35.02
            ],
            [
              -95.8,
              35.0
            ],
            [
              -95.78,
              34.97
            ],
            [
              -95.79,
              34.95
            ],
            [
              -95.81,
              34.96
            ],
            [
              -95.84,
              34.96
            ],
            [
              -95.84,
              35.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "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": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0534,
        "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": "d4da079f50403730a5571be95de94829ddc92d7cf0bc97eda310ef3f88626b9a"
      },
      "receipt_sha256": "d4da079f50403730a5571be95de94829ddc92d7cf0bc97eda310ef3f88626b9a"
    },
    {
      "storm_id": "935638",
      "lat": 35.752,
      "lon": -109.5007,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 516.0,
      "ebshear": 22.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.41,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8811
        },
        {
          "name": "alignment",
          "value": 1.3716
        },
        {
          "name": "tau",
          "value": 0.8849
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 0.8849436640739441,
      "coherence_diagnostics": {
        "tau": 0.8849436640739441,
        "grad_tau": 0.0906914472579956,
        "torsion": 0.0,
        "alignment": 1.371565341949463,
        "S_field": 0.8385546207427979,
        "Gamma_field": 0.334757924079895,
        "S_over_Gamma": 2.504958152770996,
        "Da": 19.785051345825195,
        "E_coh": 0.9117615818977356,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.47,
              35.81
            ],
            [
              -109.45,
              35.77
            ],
            [
              -109.46,
              35.75
            ],
            [
              -109.46,
              35.72
            ],
            [
              -109.48,
              35.71
            ],
            [
              -109.49,
              35.72
            ],
            [
              -109.51,
              35.72
            ],
            [
              -109.52,
              35.71
            ],
            [
              -109.54,
              35.72
            ],
            [
              -109.55,
              35.73
            ],
            [
              -109.54,
              35.75
            ],
            [
              -109.54,
              35.78
            ],
            [
              -109.53,
              35.79
            ],
            [
              -109.5,
              35.79
            ],
            [
              -109.47,
              35.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "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": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0533,
        "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": "02f10bc7551e7373f246edcad9fba20826955173f678d3f562a13a64ece91d81"
      },
      "receipt_sha256": "02f10bc7551e7373f246edcad9fba20826955173f678d3f562a13a64ece91d81"
    },
    {
      "storm_id": "935659",
      "lat": 38.4636,
      "lon": -112.7791,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 891.0,
      "ebshear": 23.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6311
        },
        {
          "name": "alignment",
          "value": 0.6426
        },
        {
          "name": "tau",
          "value": 0.3096
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0532
      },
      "coherence_score": 0.30958646535873413,
      "coherence_diagnostics": {
        "tau": 0.30958646535873413,
        "grad_tau": 0.08944006264209747,
        "torsion": 0.0,
        "alignment": 0.6426128149032593,
        "S_field": 0.06225694343447685,
        "Gamma_field": 0.7147578597068787,
        "S_over_Gamma": 0.08710214495658875,
        "Da": 41.28800964355469,
        "E_coh": 0.4367159605026245,
        "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": [
          [
            [
              -112.79,
              38.5
            ],
            [
              -112.77,
              38.5
            ],
            [
              -112.73,
              38.48
            ],
            [
              -112.73,
              38.44
            ],
            [
              -112.75,
              38.42
            ],
            [
              -112.79,
              38.42
            ],
            [
              -112.8,
              38.43
            ],
            [
              -112.81,
              38.45
            ],
            [
              -112.81,
              38.48
            ],
            [
              -112.8,
              38.48
            ],
            [
              -112.79,
              38.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0532,
      "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": "2a268592bcf19b4c991cbfb165c9f291ea429c1072d739fd2e1fa52c0b943fa6",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0532,
        "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": "d90cf3ffbaab610abdaa947ef7a33583311bcfe0ed55a76481cd62508c7d2797"
      },
      "receipt_sha256": "d90cf3ffbaab610abdaa947ef7a33583311bcfe0ed55a76481cd62508c7d2797"
    },
    {
      "storm_id": "935677",
      "lat": 44.1964,
      "lon": -91.7143,
      "motion_east": 1.5,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2689.0,
      "ebshear": 27.0,
      "srh01": 54.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": -0.4228
        },
        {
          "name": "tau",
          "value": 1.5356
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 1.5355863571166992,
      "coherence_diagnostics": {
        "tau": 1.5355863571166992,
        "grad_tau": 0.06631806492805481,
        "torsion": 0.0,
        "alignment": -0.4228200912475586,
        "S_field": 0.5368841886520386,
        "Gamma_field": 0.3364245891571045,
        "S_over_Gamma": 1.5958529710769653,
        "Da": 21.38224983215332,
        "E_coh": 0.9189159274101257,
        "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": [
          [
            [
              -91.74,
              44.25
            ],
            [
              -91.73,
              44.24
            ],
            [
              -91.67,
              44.24
            ],
            [
              -91.67,
              44.21
            ],
            [
              -91.68,
              44.2
            ],
            [
              -91.67,
              44.16
            ],
            [
              -91.68,
              44.14
            ],
            [
              -91.7,
              44.14
            ],
            [
              -91.72,
              44.16
            ],
            [
              -91.74,
              44.15
            ],
            [
              -91.74,
              44.17
            ],
            [
              -91.76,
              44.21
            ],
            [
              -91.76,
              44.23
            ],
            [
              -91.74,
              44.25
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "18be0b934f6ca75fa1885c50b1e15f149f43869e08967a746264a1b0aae0752f"
      },
      "receipt_sha256": "18be0b934f6ca75fa1885c50b1e15f149f43869e08967a746264a1b0aae0752f"
    },
    {
      "storm_id": "935742",
      "lat": 42.5925,
      "lon": -88.99,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2625.0,
      "ebshear": 23.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1311
        },
        {
          "name": "alignment",
          "value": 1.533
        },
        {
          "name": "tau",
          "value": 1.911
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 1.9109578132629395,
      "coherence_diagnostics": {
        "tau": 1.9109578132629395,
        "grad_tau": 0.2940644919872284,
        "torsion": 0.0,
        "alignment": 1.5330429077148438,
        "S_field": 0.5906040668487549,
        "Gamma_field": 0.3364245891571045,
        "S_over_Gamma": 1.7555317878723145,
        "Da": 21.40876579284668,
        "E_coh": 0.8850762844085693,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.99,
              42.62
            ],
            [
              -88.97,
              42.62
            ],
            [
              -88.95,
              42.6
            ],
            [
              -88.97,
              42.56
            ],
            [
              -89.01,
              42.56
            ],
            [
              -89.02,
              42.57
            ],
            [
              -89.02,
              42.59
            ],
            [
              -88.99,
              42.62
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "18be0b934f6ca75fa1885c50b1e15f149f43869e08967a746264a1b0aae0752f"
      },
      "receipt_sha256": "18be0b934f6ca75fa1885c50b1e15f149f43869e08967a746264a1b0aae0752f"
    },
    {
      "storm_id": "934899",
      "lat": 33.1447,
      "lon": -83.7359,
      "motion_east": 2.6,
      "motion_south": 4.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3517.0,
      "ebshear": 15.0,
      "srh01": 3.0,
      "maxllaz": 0.006,
      "mesh": 0.33,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3811
        },
        {
          "name": "alignment",
          "value": -1.7184
        },
        {
          "name": "tau",
          "value": 2.7783
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 2.7783427238464355,
      "coherence_diagnostics": {
        "tau": 2.7783427238464355,
        "grad_tau": 0.12301468104124069,
        "torsion": 0.0,
        "alignment": -1.7183918952941895,
        "S_field": 0.567933201789856,
        "Gamma_field": 0.34225791692733765,
        "S_over_Gamma": 1.6593719720840454,
        "Da": 20.393749237060547,
        "E_coh": 0.9252912402153015,
        "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": [
          [
            [
              -83.83,
              33.23
            ],
            [
              -83.81,
              33.23
            ],
            [
              -83.79,
              33.21
            ],
            [
              -83.74,
              33.21
            ],
            [
              -83.7,
              33.19
            ],
            [
              -83.63,
              33.12
            ],
            [
              -83.62,
              33.1
            ],
            [
              -83.62,
              33.06
            ],
            [
              -83.63,
              33.04
            ],
            [
              -83.64,
              33.03
            ],
            [
              -83.67,
              33.03
            ],
            [
              -83.69,
              33.04
            ],
            [
              -83.81,
              33.16
            ],
            [
              -83.82,
              33.16
            ],
            [
              -83.84,
              33.2
            ],
            [
              -83.84,
              33.22
            ],
            [
              -83.83,
              33.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "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": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0524,
        "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": "5d3a5bd4b51803083233999a6a8e4ac5ddfe0403f146e2a190d1a29d54f74746"
      },
      "receipt_sha256": "5d3a5bd4b51803083233999a6a8e4ac5ddfe0403f146e2a190d1a29d54f74746"
    },
    {
      "storm_id": "935534",
      "lat": 44.4567,
      "lon": -109.7911,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 998.0,
      "ebshear": 24.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.0061
        },
        {
          "name": "alignment",
          "value": 0.1245
        },
        {
          "name": "tau",
          "value": 0.8221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0522
      },
      "coherence_score": 0.8220723867416382,
      "coherence_diagnostics": {
        "tau": 0.8220723867416382,
        "grad_tau": 0.1560744345188141,
        "torsion": 0.0,
        "alignment": 0.1245431900024414,
        "S_field": 0.3603488504886627,
        "Gamma_field": 0.5614245533943176,
        "S_over_Gamma": 0.6418473124504089,
        "Da": 33.22706604003906,
        "E_coh": 0.6890377402305603,
        "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": [
          [
            [
              -109.79,
              44.49
            ],
            [
              -109.76,
              44.47
            ],
            [
              -109.76,
              44.43
            ],
            [
              -109.77,
              44.42
            ],
            [
              -109.81,
              44.42
            ],
            [
              -109.82,
              44.43
            ],
            [
              -109.82,
              44.48
            ],
            [
              -109.8,
              44.48
            ],
            [
              -109.79,
              44.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0522,
      "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": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0522,
        "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": "e37c10894adae959c2e91e15e507ed511db896ac561b85f0ef68c4577d71701b"
      },
      "receipt_sha256": "e37c10894adae959c2e91e15e507ed511db896ac561b85f0ef68c4577d71701b"
    },
    {
      "storm_id": "934662",
      "lat": 50.6078,
      "lon": -95.2311,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5.0,
      "ebshear": 3.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1311
        },
        {
          "name": "alignment",
          "value": -1.8868
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0521
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.711023211479187,
        "torsion": 0.0,
        "alignment": -1.8867721557617188,
        "S_field": 0.1813969612121582,
        "Gamma_field": 0.17142456769943237,
        "S_over_Gamma": 1.058173656463623,
        "Da": 11.017049789428711,
        "E_coh": 0.3646068871021271,
        "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": [
          [
            [
              -95.22,
              50.65
            ],
            [
              -95.19,
              50.63
            ],
            [
              -95.19,
              50.59
            ],
            [
              -95.21,
              50.57
            ],
            [
              -95.26,
              50.57
            ],
            [
              -95.27,
              50.58
            ],
            [
              -95.26,
              50.59
            ],
            [
              -95.26,
              50.64
            ],
            [
              -95.22,
              50.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0521,
      "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": "01c53939c276eb9604902969171f58f4c373411ba2b06ac05f1deb76cbabc1df",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0521,
        "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": "000851ea2589bb7feff89bb1dad1c6878d3073ac251d1138d7792f667f5a002d"
      },
      "receipt_sha256": "000851ea2589bb7feff89bb1dad1c6878d3073ac251d1138d7792f667f5a002d"
    },
    {
      "storm_id": "933039",
      "lat": 36.0811,
      "lon": -113.2756,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1119.0,
      "ebshear": 24.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7561
        },
        {
          "name": "alignment",
          "value": 1.5951
        },
        {
          "name": "tau",
          "value": 0.3319
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0518
      },
      "coherence_score": 0.3319123387336731,
      "coherence_diagnostics": {
        "tau": 0.3319123387336731,
        "grad_tau": 0.07533526420593262,
        "torsion": 0.0,
        "alignment": 1.595119595527649,
        "S_field": 0.058271415531635284,
        "Gamma_field": 0.5614245533943176,
        "S_over_Gamma": 0.10379207134246826,
        "Da": 33.439208984375,
        "E_coh": 0.2891269028186798,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.3,
              36.12
            ],
            [
              -113.26,
              36.12
            ],
            [
              -113.23,
              36.1
            ],
            [
              -113.23,
              36.05
            ],
            [
              -113.24,
              36.04
            ],
            [
              -113.28,
              36.03
            ],
            [
              -113.32,
              36.05
            ],
            [
              -113.32,
              36.1
            ],
            [
              -113.3,
              36.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0518,
      "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": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0518,
        "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": "f1cc2f25959fd9e925f5037cbc2b08d16bbd71d0c7ce1e34731ba7b32667f925"
      },
      "receipt_sha256": "f1cc2f25959fd9e925f5037cbc2b08d16bbd71d0c7ce1e34731ba7b32667f925"
    },
    {
      "storm_id": "935691",
      "lat": 33.421,
      "lon": -94.795,
      "motion_east": 1.3,
      "motion_south": -6.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2900.0,
      "ebshear": 14.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1311
        },
        {
          "name": "alignment",
          "value": 0.4775
        },
        {
          "name": "tau",
          "value": 2.0822
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0517
      },
      "coherence_score": 2.0821945667266846,
      "coherence_diagnostics": {
        "tau": 2.0821945667266846,
        "grad_tau": 0.41487932205200195,
        "torsion": 0.0,
        "alignment": 0.4775364398956299,
        "S_field": 0.4023823142051697,
        "Gamma_field": 0.33475789427757263,
        "S_over_Gamma": 1.202009916305542,
        "Da": 18.972545623779297,
        "E_coh": 0.9160100221633911,
        "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": [
          [
            [
              -94.82,
              33.46
            ],
            [
              -94.77,
              33.46
            ],
            [
              -94.75,
              33.44
            ],
            [
              -94.75,
              33.4
            ],
            [
              -94.76,
              33.38
            ],
            [
              -94.81,
              33.38
            ],
            [
              -94.82,
              33.39
            ],
            [
              -94.83,
              33.41
            ],
            [
              -94.82,
              33.43
            ],
            [
              -94.82,
              33.46
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "56721d8d16de9d3891e921c1589d610f9413fe4dcd562dfcab1c0fc18b3070f6"
      },
      "receipt_sha256": "56721d8d16de9d3891e921c1589d610f9413fe4dcd562dfcab1c0fc18b3070f6"
    },
    {
      "storm_id": "935146",
      "lat": 35.3647,
      "lon": -113.7503,
      "motion_east": -2.0,
      "motion_south": 3.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1096.0,
      "ebshear": 29.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7561
        },
        {
          "name": "alignment",
          "value": -1.1119
        },
        {
          "name": "tau",
          "value": 0.3806
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 0.38057762384414673,
      "coherence_diagnostics": {
        "tau": 0.38057762384414673,
        "grad_tau": 0.06639090925455093,
        "torsion": 0.0,
        "alignment": -1.1119108200073242,
        "S_field": 0.07438044250011444,
        "Gamma_field": 0.5280912518501282,
        "S_over_Gamma": 0.14084771275520325,
        "Da": 30.607906341552734,
        "E_coh": 0.21917393803596497,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.73,
              35.49
            ],
            [
              -113.71,
              35.49
            ],
            [
              -113.7,
              35.48
            ],
            [
              -113.64,
              35.48
            ],
            [
              -113.62,
              35.46
            ],
            [
              -113.61,
              35.46
            ],
            [
              -113.61,
              35.42
            ],
            [
              -113.64,
              35.41
            ],
            [
              -113.68,
              35.37
            ],
            [
              -113.69,
              35.34
            ],
            [
              -113.71,
              35.32
            ],
            [
              -113.75,
              35.32
            ],
            [
              -113.78,
              35.28
            ],
            [
              -113.78,
              35.24
            ],
            [
              -113.79,
              35.22
            ],
            [
              -113.81,
              35.2
            ],
            [
              -113.85,
              35.19
            ],
            [
              -113.87,
              35.21
            ],
            [
              -113.87,
              35.26
            ],
            [
              -113.84,
              35.3
            ],
            [
              -113.82,
              35.31
            ],
            [
              -113.79,
              35.31
            ],
            [
              -113.78,
              35.32
            ],
            [
              -113.78,
              35.36
            ],
            [
              -113.8,
              35.4
            ],
            [
              -113.8,
              35.43
            ],
            [
              -113.79,
              35.45
            ],
            [
              -113.77,
              35.46
            ],
            [
              -113.77,
              35.47
            ],
            [
              -113.73,
              35.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "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": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0512,
        "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": "307f081ba1516a71db3d4e9ee69e62c4e13c56e8a1f19f943509e9b2c29ee590"
      },
      "receipt_sha256": "307f081ba1516a71db3d4e9ee69e62c4e13c56e8a1f19f943509e9b2c29ee590"
    },
    {
      "storm_id": "935634",
      "lat": 38.1887,
      "lon": -84.4167,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2384.0,
      "ebshear": 7.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2561
        },
        {
          "name": "alignment",
          "value": 0.0619
        },
        {
          "name": "tau",
          "value": 3.18
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 3.1800427436828613,
      "coherence_diagnostics": {
        "tau": 3.1800427436828613,
        "grad_tau": 0.30970948934555054,
        "torsion": 0.0,
        "alignment": 0.06190335750579834,
        "S_field": 1.2703639268875122,
        "Gamma_field": 0.24725790321826935,
        "S_over_Gamma": 5.1378092765808105,
        "Da": 15.09683895111084,
        "E_coh": 0.9784827828407288,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.4,
              38.23
            ],
            [
              -84.36,
              38.21
            ],
            [
              -84.36,
              38.19
            ],
            [
              -84.37,
              38.21
            ],
            [
              -84.38,
              38.2
            ],
            [
              -84.39,
              38.13
            ],
            [
              -84.43,
              38.13
            ],
            [
              -84.44,
              38.15
            ],
            [
              -84.46,
              38.14
            ],
            [
              -84.47,
              38.16
            ],
            [
              -84.47,
              38.21
            ],
            [
              -84.46,
              38.22
            ],
            [
              -84.45,
              38.21
            ],
            [
              -84.41,
              38.21
            ],
            [
              -84.4,
              38.23
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "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": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.051,
        "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": "66ad342319b5b91e6ae8dcc3d36e3ab048d784d5cb932176131fb5fca2ba25b7"
      },
      "receipt_sha256": "66ad342319b5b91e6ae8dcc3d36e3ab048d784d5cb932176131fb5fca2ba25b7"
    },
    {
      "storm_id": "935398",
      "lat": 45.1105,
      "lon": -108.6376,
      "motion_east": 0.4,
      "motion_south": -4.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1282.0,
      "ebshear": 20.0,
      "srh01": 32.0,
      "maxllaz": 0.008,
      "mesh": 0.62,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.2561
        },
        {
          "name": "alignment",
          "value": -0.0924
        },
        {
          "name": "tau",
          "value": 0.9663
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 0.9663002490997314,
      "coherence_diagnostics": {
        "tau": 0.9663002490997314,
        "grad_tau": 0.22074732184410095,
        "torsion": 0.0,
        "alignment": -0.09238672256469727,
        "S_field": 0.3335829973220825,
        "Gamma_field": 0.49059125781059265,
        "S_over_Gamma": 0.6799611449241638,
        "Da": 29.39049530029297,
        "E_coh": 0.7878199219703674,
        "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": [
          [
            [
              -108.64,
              45.19
            ],
            [
              -108.6,
              45.19
            ],
            [
              -108.59,
              45.18
            ],
            [
              -108.51,
              45.19
            ],
            [
              -108.49,
              45.17
            ],
            [
              -108.49,
              45.14
            ],
            [
              -108.5,
              45.12
            ],
            [
              -108.52,
              45.11
            ],
            [
              -108.63,
              45.1
            ],
            [
              -108.67,
              45.08
            ],
            [
              -108.69,
              45.06
            ],
            [
              -108.69,
              45.02
            ],
            [
              -108.7,
              45.01
            ],
            [
              -108.74,
              45.01
            ],
            [
              -108.75,
              45.03
            ],
            [
              -108.75,
              45.08
            ],
            [
              -108.73,
              45.09
            ],
            [
              -108.7,
              45.09
            ],
            [
              -108.68,
              45.11
            ],
            [
              -108.68,
              45.16
            ],
            [
              -108.64,
              45.19
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "919c526c9cc442abd26682306323092ba1df15b301aea0c996b433bcb4253f31"
      },
      "receipt_sha256": "919c526c9cc442abd26682306323092ba1df15b301aea0c996b433bcb4253f31"
    },
    {
      "storm_id": "935420",
      "lat": 33.557,
      "lon": -94.706,
      "motion_east": 1.0,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2791.0,
      "ebshear": 10.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1311
        },
        {
          "name": "alignment",
          "value": 0.4775
        },
        {
          "name": "tau",
          "value": 2.0822
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 2.0821945667266846,
      "coherence_diagnostics": {
        "tau": 2.0821945667266846,
        "grad_tau": 0.41487932205200195,
        "torsion": 0.0,
        "alignment": 0.4775364398956299,
        "S_field": 0.4023823142051697,
        "Gamma_field": 0.33475789427757263,
        "S_over_Gamma": 1.202009916305542,
        "Da": 18.972545623779297,
        "E_coh": 0.9160100221633911,
        "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": [
          [
            [
              -94.73,
              33.59
            ],
            [
              -94.68,
              33.59
            ],
            [
              -94.68,
              33.57
            ],
            [
              -94.67,
              33.56
            ],
            [
              -94.68,
              33.55
            ],
            [
              -94.68,
              33.52
            ],
            [
              -94.71,
              33.5
            ],
            [
              -94.75,
              33.52
            ],
            [
              -94.75,
              33.58
            ],
            [
              -94.73,
              33.59
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "80758e0ccf4f523daa6682fc971563ebd5091904c72867442ebf64ff91726378"
      },
      "receipt_sha256": "80758e0ccf4f523daa6682fc971563ebd5091904c72867442ebf64ff91726378"
    },
    {
      "storm_id": "935670",
      "lat": 31.7686,
      "lon": -103.0307,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1453.0,
      "ebshear": 20.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0061
        },
        {
          "name": "alignment",
          "value": 0.2692
        },
        {
          "name": "tau",
          "value": 0.6262
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.6261715292930603,
      "coherence_diagnostics": {
        "tau": 0.6261715292930603,
        "grad_tau": 0.08174340426921844,
        "torsion": 0.0,
        "alignment": 0.26920631527900696,
        "S_field": 0.13389723002910614,
        "Gamma_field": 0.5014245510101318,
        "S_over_Gamma": 0.2670336663722992,
        "Da": 28.981809616088867,
        "E_coh": 0.7796670794487,
        "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": [
          [
            [
              -103.01,
              31.81
            ],
            [
              -103.0,
              31.8
            ],
            [
              -102.98,
              31.8
            ],
            [
              -103.0,
              31.79
            ],
            [
              -102.98,
              31.78
            ],
            [
              -102.99,
              31.76
            ],
            [
              -103.0,
              31.76
            ],
            [
              -103.04,
              31.71
            ],
            [
              -103.09,
              31.71
            ],
            [
              -103.1,
              31.72
            ],
            [
              -103.1,
              31.76
            ],
            [
              -103.09,
              31.77
            ],
            [
              -103.04,
              31.78
            ],
            [
              -103.01,
              31.81
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "80758e0ccf4f523daa6682fc971563ebd5091904c72867442ebf64ff91726378"
      },
      "receipt_sha256": "80758e0ccf4f523daa6682fc971563ebd5091904c72867442ebf64ff91726378"
    },
    {
      "storm_id": "935755",
      "lat": 37.0244,
      "lon": -92.9889,
      "motion_east": 2.6,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2799.0,
      "ebshear": 14.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5061
        },
        {
          "name": "alignment",
          "value": -0.9375
        },
        {
          "name": "tau",
          "value": 2.223
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0504
      },
      "coherence_score": 2.2230420112609863,
      "coherence_diagnostics": {
        "tau": 2.2230420112609863,
        "grad_tau": 0.3745552897453308,
        "torsion": 0.0,
        "alignment": -0.9375070333480835,
        "S_field": 0.4540068805217743,
        "Gamma_field": 0.3139245808124542,
        "S_over_Gamma": 1.446229100227356,
        "Da": 18.546279907226562,
        "E_coh": 0.9272300004959106,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.0,
              37.06
            ],
            [
              -92.96,
              37.06
            ],
            [
              -92.97,
              37.05
            ],
            [
              -92.96,
              36.98
            ],
            [
              -93.0,
              36.98
            ],
            [
              -93.02,
              36.99
            ],
            [
              -93.02,
              37.0
            ],
            [
              -92.97,
              37.04
            ],
            [
              -93.0,
              37.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0504,
      "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": "a73074cd66cd9d5021f968cf112d15c1762061dfbbdd33cd506cf23fec228b79",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0504,
        "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": "84c77b87920247f6e5604132c5408cbe677e70725896cbbae95bf81023eb699e"
      },
      "receipt_sha256": "84c77b87920247f6e5604132c5408cbe677e70725896cbbae95bf81023eb699e"
    },
    {
      "storm_id": "935654",
      "lat": 42.3833,
      "lon": -115.6344,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1206.0,
      "ebshear": 28.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.7561
        },
        {
          "name": "alignment",
          "value": 1.0253
        },
        {
          "name": "tau",
          "value": 0.4679
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 0.4679446518421173,
      "coherence_diagnostics": {
        "tau": 0.4679446518421173,
        "grad_tau": 0.10028853267431259,
        "torsion": 0.0,
        "alignment": 1.025261640548706,
        "S_field": 0.1607210338115692,
        "Gamma_field": 0.5947579145431519,
        "S_over_Gamma": 0.2702293395996094,
        "Da": 33.295040130615234,
        "E_coh": 0.33590033650398254,
        "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": [
          [
            [
              -115.64,
              42.42
            ],
            [
              -115.62,
              42.42
            ],
            [
              -115.6,
              42.4
            ],
            [
              -115.6,
              42.36
            ],
            [
              -115.62,
              42.34
            ],
            [
              -115.65,
              42.34
            ],
            [
              -115.67,
              42.35
            ],
            [
              -115.67,
              42.4
            ],
            [
              -115.64,
              42.42
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "b7a7379fcf6d712d99e8f5bce4df7197922100c85b72f320efd73f2684fcbb7b"
      },
      "receipt_sha256": "b7a7379fcf6d712d99e8f5bce4df7197922100c85b72f320efd73f2684fcbb7b"
    },
    {
      "storm_id": "935170",
      "lat": 38.2381,
      "lon": -109.0981,
      "motion_east": -2.0,
      "motion_south": 2.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 713.0,
      "ebshear": 27.0,
      "srh01": 41.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6311
        },
        {
          "name": "alignment",
          "value": -0.2737
        },
        {
          "name": "tau",
          "value": 0.5298
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 0.5298187136650085,
      "coherence_diagnostics": {
        "tau": 0.5298187136650085,
        "grad_tau": 0.025534018874168396,
        "torsion": 0.0,
        "alignment": -0.2737446427345276,
        "S_field": 0.20991255342960358,
        "Gamma_field": 0.5472579002380371,
        "S_over_Gamma": 0.3835715353488922,
        "Da": 32.942989349365234,
        "E_coh": 0.8724634647369385,
        "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": [
          [
            [
              -109.11,
              38.31
            ],
            [
              -109.09,
              38.31
            ],
            [
              -109.05,
              38.29
            ],
            [
              -109.01,
              38.25
            ],
            [
              -109.0,
              38.25
            ],
            [
              -109.0,
              38.23
            ],
            [
              -109.01,
              38.22
            ],
            [
              -109.02,
              38.23
            ],
            [
              -109.04,
              38.22
            ],
            [
              -109.07,
              38.19
            ],
            [
              -109.08,
              38.15
            ],
            [
              -109.1,
              38.14
            ],
            [
              -109.13,
              38.14
            ],
            [
              -109.15,
              38.15
            ],
            [
              -109.22,
              38.22
            ],
            [
              -109.22,
              38.24
            ],
            [
              -109.21,
              38.26
            ],
            [
              -109.17,
              38.29
            ],
            [
              -109.15,
              38.3
            ],
            [
              -109.12,
              38.3
            ],
            [
              -109.11,
              38.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "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": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0497,
        "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": "772433e0434060c396866a08c0426c513603a4091f2df9b3016790e399dd27cf"
      },
      "receipt_sha256": "772433e0434060c396866a08c0426c513603a4091f2df9b3016790e399dd27cf"
    },
    {
      "storm_id": "935162",
      "lat": 50.0138,
      "lon": -120.7613,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 154.0,
      "ebshear": 25.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7561
        },
        {
          "name": "alignment",
          "value": -1.6993
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24494479596614838,
        "torsion": 0.0,
        "alignment": -1.6992721557617188,
        "S_field": 0.20943209528923035,
        "Gamma_field": 0.15725789964199066,
        "S_over_Gamma": 1.3317747116088867,
        "Da": 10.468379020690918,
        "E_coh": 0.5604730844497681,
        "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": [
          [
            [
              -120.78,
              50.04
            ],
            [
              -120.74,
              50.04
            ],
            [
              -120.73,
              50.03
            ],
            [
              -120.73,
              49.98
            ],
            [
              -120.75,
              49.97
            ],
            [
              -120.79,
              49.98
            ],
            [
              -120.79,
              50.03
            ],
            [
              -120.78,
              50.04
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "c41ef6a6ba4fe92ac0cf833108b7cacad8a74f413c731a1a354bfddae7a79127"
      },
      "receipt_sha256": "c41ef6a6ba4fe92ac0cf833108b7cacad8a74f413c731a1a354bfddae7a79127"
    },
    {
      "storm_id": "935270",
      "lat": 33.0719,
      "lon": -84.0463,
      "motion_east": 2.5,
      "motion_south": 3.7,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2278.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3811
        },
        {
          "name": "alignment",
          "value": -1.7184
        },
        {
          "name": "tau",
          "value": 2.7783
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 2.7783427238464355,
      "coherence_diagnostics": {
        "tau": 2.7783427238464355,
        "grad_tau": 0.12301468104124069,
        "torsion": 0.0,
        "alignment": -1.7183918952941895,
        "S_field": 0.567933201789856,
        "Gamma_field": 0.34225791692733765,
        "S_over_Gamma": 1.6593719720840454,
        "Da": 20.393749237060547,
        "E_coh": 0.9252912402153015,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.09,
              33.15
            ],
            [
              -84.04,
              33.15
            ],
            [
              -84.03,
              33.11
            ],
            [
              -84.02,
              33.1
            ],
            [
              -84.02,
              33.08
            ],
            [
              -84.0,
              33.05
            ],
            [
              -84.0,
              33.02
            ],
            [
              -83.99,
              33.01
            ],
            [
              -84.0,
              33.0
            ],
            [
              -84.03,
              33.0
            ],
            [
              -84.05,
              32.99
            ],
            [
              -84.08,
              33.03
            ],
            [
              -84.09,
              33.07
            ],
            [
              -84.11,
              33.1
            ],
            [
              -84.1,
              33.14
            ],
            [
              -84.09,
              33.15
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "c41ef6a6ba4fe92ac0cf833108b7cacad8a74f413c731a1a354bfddae7a79127"
      },
      "receipt_sha256": "c41ef6a6ba4fe92ac0cf833108b7cacad8a74f413c731a1a354bfddae7a79127"
    },
    {
      "storm_id": "935749",
      "lat": 38.4175,
      "lon": -113.0434,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1238.0,
      "ebshear": 21.0,
      "srh01": 52.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.1311
        },
        {
          "name": "alignment",
          "value": -0.3379
        },
        {
          "name": "tau",
          "value": 0.2526
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.2525886595249176,
      "coherence_diagnostics": {
        "tau": 0.2525886595249176,
        "grad_tau": 0.03322599455714226,
        "torsion": 0.0,
        "alignment": -0.3379146456718445,
        "S_field": 0.040754638612270355,
        "Gamma_field": 0.5155912041664124,
        "S_over_Gamma": 0.07904448360204697,
        "Da": 28.91208267211914,
        "E_coh": 0.3311668932437897,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.05,
              38.45
            ],
            [
              -113.04,
              38.45
            ],
            [
              -113.03,
              38.45
            ],
            [
              -113.02,
              38.45
            ],
            [
              -113.01,
              38.45
            ],
            [
              -113.0,
              38.45
            ],
            [
              -112.99,
              38.45
            ],
            [
              -112.98,
              38.44
            ],
            [
              -112.99,
              38.43
            ],
            [
              -112.99,
              38.42
            ],
            [
              -112.99,
              38.41
            ],
            [
              -113.0,
              38.41
            ],
            [
              -113.01,
              38.4
            ],
            [
              -113.02,
              38.4
            ],
            [
              -113.03,
              38.39
            ],
            [
              -113.04,
              38.39
            ],
            [
              -113.05,
              38.4
            ],
            [
              -113.06,
              38.4
            ],
            [
              -113.07,
              38.41
            ],
            [
              -113.08,
              38.4
            ],
            [
              -113.08,
              38.39
            ],
            [
              -113.09,
              38.38
            ],
            [
              -113.1,
              38.38
            ],
            [
              -113.1,
              38.39
            ],
            [
              -113.1,
              38.4
            ],
            [
              -113.09,
              38.41
            ],
            [
              -113.08,
              38.41
            ],
            [
              -113.07,
              38.41
            ],
            [
              -113.06,
              38.42
            ],
            [
              -113.06,
              38.43
            ],
            [
              -113.06,
              38.44
            ],
            [
              -113.05,
              38.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "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": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0495,
        "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": "35d62b9716e919c344445dcb5b84415c10116ecc9211b4ade3fccb8c4f84a753"
      },
      "receipt_sha256": "35d62b9716e919c344445dcb5b84415c10116ecc9211b4ade3fccb8c4f84a753"
    },
    {
      "storm_id": "933491",
      "lat": 42.7458,
      "lon": -114.7925,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1300.0,
      "ebshear": 20.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 6.8811
        },
        {
          "name": "alignment",
          "value": 1.0193
        },
        {
          "name": "tau",
          "value": 0.4158
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.4158124625682831,
      "coherence_diagnostics": {
        "tau": 0.4158124625682831,
        "grad_tau": 0.07169963419437408,
        "torsion": 0.0,
        "alignment": 1.0192960500717163,
        "S_field": 0.16376985609531403,
        "Gamma_field": 0.5580912232398987,
        "S_over_Gamma": 0.2934463918209076,
        "Da": 30.987462997436523,
        "E_coh": 0.3339797556400299,
        "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": [
          [
            [
              -114.78,
              42.8
            ],
            [
              -114.75,
              42.8
            ],
            [
              -114.73,
              42.78
            ],
            [
              -114.73,
              42.74
            ],
            [
              -114.78,
              42.7
            ],
            [
              -114.82,
              42.68
            ],
            [
              -114.84,
              42.68
            ],
            [
              -114.82,
              42.72
            ],
            [
              -114.83,
              42.73
            ],
            [
              -114.83,
              42.75
            ],
            [
              -114.82,
              42.77
            ],
            [
              -114.78,
              42.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "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": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0494,
        "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": "50e188ba440cbe86802ebaf109b8c36157b71a45ef32f7d83eab9e28ac552248"
      },
      "receipt_sha256": "50e188ba440cbe86802ebaf109b8c36157b71a45ef32f7d83eab9e28ac552248"
    },
    {
      "storm_id": "934496",
      "lat": 47.2633,
      "lon": -112.2478,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2160.0,
      "ebshear": 38.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0061
        },
        {
          "name": "alignment",
          "value": 0.4899
        },
        {
          "name": "tau",
          "value": 0.4219
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.421857625246048,
      "coherence_diagnostics": {
        "tau": 0.421857625246048,
        "grad_tau": 0.027998892590403557,
        "torsion": 0.0,
        "alignment": 0.48989182710647583,
        "S_field": 0.30829325318336487,
        "Gamma_field": 1.0422579050064087,
        "S_over_Gamma": 0.2957936227321625,
        "Da": 67.54673767089844,
        "E_coh": 0.1452195644378662,
        "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": [
          [
            [
              -112.25,
              47.31
            ],
            [
              -112.22,
              47.31
            ],
            [
              -112.2,
              47.29
            ],
            [
              -112.2,
              47.24
            ],
            [
              -112.24,
              47.21
            ],
            [
              -112.27,
              47.2
            ],
            [
              -112.3,
              47.23
            ],
            [
              -112.3,
              47.27
            ],
            [
              -112.25,
              47.31
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e2fae748b20626d94d56b36f4554d628bb2aca5cf488d32a092fc60299a17c9e"
      },
      "receipt_sha256": "e2fae748b20626d94d56b36f4554d628bb2aca5cf488d32a092fc60299a17c9e"
    },
    {
      "storm_id": "935263",
      "lat": 37.5322,
      "lon": -115.19,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 763.0,
      "ebshear": 7.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 6.8811
        },
        {
          "name": "alignment",
          "value": -2.3421
        },
        {
          "name": "tau",
          "value": 0.3121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.312130331993103,
      "coherence_diagnostics": {
        "tau": 0.312130331993103,
        "grad_tau": 0.07035058736801147,
        "torsion": 0.0,
        "alignment": -2.342113971710205,
        "S_field": 0.09113459289073944,
        "Gamma_field": 0.36309126019477844,
        "S_over_Gamma": 0.2509963810443878,
        "Da": 21.39672088623047,
        "E_coh": 0.4837266504764557,
        "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": [
          [
            [
              -115.21,
              37.56
            ],
            [
              -115.17,
              37.56
            ],
            [
              -115.16,
              37.55
            ],
            [
              -115.16,
              37.5
            ],
            [
              -115.17,
              37.49
            ],
            [
              -115.19,
              37.51
            ],
            [
              -115.22,
              37.51
            ],
            [
              -115.22,
              37.55
            ],
            [
              -115.21,
              37.56
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e2fae748b20626d94d56b36f4554d628bb2aca5cf488d32a092fc60299a17c9e"
      },
      "receipt_sha256": "e2fae748b20626d94d56b36f4554d628bb2aca5cf488d32a092fc60299a17c9e"
    },
    {
      "storm_id": "935703",
      "lat": 47.261,
      "lon": -111.978,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1795.0,
      "ebshear": 39.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0061
        },
        {
          "name": "alignment",
          "value": 0.4899
        },
        {
          "name": "tau",
          "value": 0.4219
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.421857625246048,
      "coherence_diagnostics": {
        "tau": 0.421857625246048,
        "grad_tau": 0.027998892590403557,
        "torsion": 0.0,
        "alignment": 0.48989182710647583,
        "S_field": 0.30829325318336487,
        "Gamma_field": 1.0422579050064087,
        "S_over_Gamma": 0.2957936227321625,
        "Da": 67.54673767089844,
        "E_coh": 0.1452195644378662,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.99,
              47.3
            ],
            [
              -111.94,
              47.3
            ],
            [
              -111.93,
              47.29
            ],
            [
              -111.93,
              47.24
            ],
            [
              -111.97,
              47.23
            ],
            [
              -111.98,
              47.22
            ],
            [
              -112.01,
              47.22
            ],
            [
              -112.02,
              47.23
            ],
            [
              -112.02,
              47.28
            ],
            [
              -111.99,
              47.3
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e2fae748b20626d94d56b36f4554d628bb2aca5cf488d32a092fc60299a17c9e"
      },
      "receipt_sha256": "e2fae748b20626d94d56b36f4554d628bb2aca5cf488d32a092fc60299a17c9e"
    },
    {
      "storm_id": "935396",
      "lat": 26.7136,
      "lon": -81.2157,
      "motion_east": 3.9,
      "motion_south": 0.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4218.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1311
        },
        {
          "name": "alignment",
          "value": 0.7894
        },
        {
          "name": "tau",
          "value": 2.8609
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 2.8608577251434326,
      "coherence_diagnostics": {
        "tau": 2.8608577251434326,
        "grad_tau": 0.8103823065757751,
        "torsion": 0.0,
        "alignment": 0.7893767356872559,
        "S_field": 1.1457324028015137,
        "Gamma_field": 0.2780912518501282,
        "S_over_Gamma": 4.1199870109558105,
        "Da": 16.839719772338867,
        "E_coh": 0.9899529218673706,
        "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": [
          [
            [
              -81.21,
              26.77
            ],
            [
              -81.17,
              26.77
            ],
            [
              -81.17,
              26.76
            ],
            [
              -81.15,
              26.75
            ],
            [
              -81.18,
              26.72
            ],
            [
              -81.18,
              26.66
            ],
            [
              -81.19,
              26.65
            ],
            [
              -81.24,
              26.65
            ],
            [
              -81.26,
              26.64
            ],
            [
              -81.29,
              26.66
            ],
            [
              -81.27,
              26.7
            ],
            [
              -81.27,
              26.74
            ],
            [
              -81.23,
              26.75
            ],
            [
              -81.21,
              26.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "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": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0492,
        "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": "8aa29af221388321960da75aa82f484131c92eb1f54353e7fdfe120edfac81dd"
      },
      "receipt_sha256": "8aa29af221388321960da75aa82f484131c92eb1f54353e7fdfe120edfac81dd"
    },
    {
      "storm_id": "935625",
      "lat": 40.7667,
      "lon": -115.6456,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 783.0,
      "ebshear": 15.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 7.6311
        },
        {
          "name": "alignment",
          "value": -1.4813
        },
        {
          "name": "tau",
          "value": 0.3465
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 0.34645402431488037,
      "coherence_diagnostics": {
        "tau": 0.34645402431488037,
        "grad_tau": 0.05585727468132973,
        "torsion": 0.0,
        "alignment": -1.4813275337219238,
        "S_field": 0.10473385453224182,
        "Gamma_field": 0.5297579169273376,
        "S_over_Gamma": 0.1977013498544693,
        "Da": 29.844440460205078,
        "E_coh": 0.31687334179878235,
        "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": [
          [
            [
              -115.65,
              40.8
            ],
            [
              -115.62,
              40.8
            ],
            [
              -115.61,
              40.79
            ],
            [
              -115.61,
              40.75
            ],
            [
              -115.64,
              40.73
            ],
            [
              -115.67,
              40.73
            ],
            [
              -115.68,
              40.74
            ],
            [
              -115.68,
              40.76
            ],
            [
              -115.65,
              40.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "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": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0492,
        "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": "8aa29af221388321960da75aa82f484131c92eb1f54353e7fdfe120edfac81dd"
      },
      "receipt_sha256": "8aa29af221388321960da75aa82f484131c92eb1f54353e7fdfe120edfac81dd"
    },
    {
      "storm_id": "935480",
      "lat": 39.73,
      "lon": -113.495,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 554.0,
      "ebshear": 20.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.7561
        },
        {
          "name": "alignment",
          "value": 0.5984
        },
        {
          "name": "tau",
          "value": 0.2569
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 0.25687968730926514,
      "coherence_diagnostics": {
        "tau": 0.25687968730926514,
        "grad_tau": 0.06243943050503731,
        "torsion": 0.0,
        "alignment": 0.598411500453949,
        "S_field": 0.07403579354286194,
        "Gamma_field": 0.897257924079895,
        "S_over_Gamma": 0.08251339197158813,
        "Da": 50.12595748901367,
        "E_coh": 0.024515951052308083,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.48,
              39.77
            ],
            [
              -113.46,
              39.77
            ],
            [
              -113.46,
              39.72
            ],
            [
              -113.49,
              39.7
            ],
            [
              -113.52,
              39.7
            ],
            [
              -113.53,
              39.69
            ],
            [
              -113.54,
              39.71
            ],
            [
              -113.51,
              39.72
            ],
            [
              -113.48,
              39.75
            ],
            [
              -113.48,
              39.77
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "cf7a7207996d2c3eee9318c766d748014d3922b3c45188fe451918eadaae2312"
      },
      "receipt_sha256": "cf7a7207996d2c3eee9318c766d748014d3922b3c45188fe451918eadaae2312"
    },
    {
      "storm_id": "935641",
      "lat": 33.7943,
      "lon": -94.3043,
      "motion_east": 1.1,
      "motion_south": -7.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3163.0,
      "ebshear": 14.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.65,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": 0.3071
        },
        {
          "name": "tau",
          "value": 2.0742
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 2.0741803646087646,
      "coherence_diagnostics": {
        "tau": 2.0741803646087646,
        "grad_tau": 0.3829003572463989,
        "torsion": 0.0,
        "alignment": 0.3071269989013672,
        "S_field": 0.4691419005393982,
        "Gamma_field": 0.3105912506580353,
        "S_over_Gamma": 1.5104800462722778,
        "Da": 17.376583099365234,
        "E_coh": 0.9551197290420532,
        "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": [
          [
            [
              -94.33,
              33.82
            ],
            [
              -94.29,
              33.82
            ],
            [
              -94.28,
              33.81
            ],
            [
              -94.28,
              33.77
            ],
            [
              -94.29,
              33.76
            ],
            [
              -94.33,
              33.76
            ],
            [
              -94.33,
              33.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "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": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0489,
        "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": "b146242e49a4c98f5a8e45d7954f075a2567bdafb2370cd6da8cf064cf0c7566"
      },
      "receipt_sha256": "b146242e49a4c98f5a8e45d7954f075a2567bdafb2370cd6da8cf064cf0c7566"
    },
    {
      "storm_id": "934844",
      "lat": 26.9176,
      "lon": -81.3988,
      "motion_east": 4.5,
      "motion_south": 1.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4189.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1311
        },
        {
          "name": "alignment",
          "value": 0.7894
        },
        {
          "name": "tau",
          "value": 2.8609
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0487
      },
      "coherence_score": 2.8608577251434326,
      "coherence_diagnostics": {
        "tau": 2.8608577251434326,
        "grad_tau": 0.8103823065757751,
        "torsion": 0.0,
        "alignment": 0.7893767356872559,
        "S_field": 1.1457324028015137,
        "Gamma_field": 0.2780912518501282,
        "S_over_Gamma": 4.1199870109558105,
        "Da": 16.839719772338867,
        "E_coh": 0.9899529218673706,
        "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": [
          [
            [
              -81.35,
              26.96
            ],
            [
              -81.34,
              26.95
            ],
            [
              -81.28,
              26.96
            ],
            [
              -81.27,
              26.95
            ],
            [
              -81.27,
              26.93
            ],
            [
              -81.36,
              26.83
            ],
            [
              -81.4,
              26.83
            ],
            [
              -81.44,
              26.86
            ],
            [
              -81.5,
              26.86
            ],
            [
              -81.51,
              26.87
            ],
            [
              -81.51,
              26.93
            ],
            [
              -81.49,
              26.93
            ],
            [
              -81.48,
              26.94
            ],
            [
              -81.44,
              26.94
            ],
            [
              -81.43,
              26.95
            ],
            [
              -81.36,
              26.95
            ],
            [
              -81.35,
              26.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0487,
      "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": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0487,
        "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": "f4c9e50a8b4b5d459639ebee179495d879e000fa859599be6915601f998c94e9"
      },
      "receipt_sha256": "f4c9e50a8b4b5d459639ebee179495d879e000fa859599be6915601f998c94e9"
    },
    {
      "storm_id": "935142",
      "lat": 37.229,
      "lon": -91.212,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2554.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8811
        },
        {
          "name": "alignment",
          "value": -1.2504
        },
        {
          "name": "tau",
          "value": 2.5532
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0487
      },
      "coherence_score": 2.55319881439209,
      "coherence_diagnostics": {
        "tau": 2.55319881439209,
        "grad_tau": 0.2933228313922882,
        "torsion": 0.0,
        "alignment": -1.2503710985183716,
        "S_field": 0.9638667702674866,
        "Gamma_field": 0.2180912345647812,
        "S_over_Gamma": 4.419557571411133,
        "Da": 12.979440689086914,
        "E_coh": 0.9021210670471191,
        "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": [
          [
            [
              -91.24,
              37.26
            ],
            [
              -91.19,
              37.26
            ],
            [
              -91.18,
              37.25
            ],
            [
              -91.18,
              37.22
            ],
            [
              -91.17,
              37.21
            ],
            [
              -91.19,
              37.19
            ],
            [
              -91.23,
              37.19
            ],
            [
              -91.25,
              37.2
            ],
            [
              -91.25,
              37.25
            ],
            [
              -91.24,
              37.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0487,
      "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": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0487,
        "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": "f4c9e50a8b4b5d459639ebee179495d879e000fa859599be6915601f998c94e9"
      },
      "receipt_sha256": "f4c9e50a8b4b5d459639ebee179495d879e000fa859599be6915601f998c94e9"
    },
    {
      "storm_id": "935676",
      "lat": 44.922,
      "lon": -107.78,
      "motion_east": 2.8,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1624.0,
      "ebshear": 17.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8811
        },
        {
          "name": "alignment",
          "value": 1.0795
        },
        {
          "name": "tau",
          "value": 1.2478
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0487
      },
      "coherence_score": 1.2477811574935913,
      "coherence_diagnostics": {
        "tau": 1.2477811574935913,
        "grad_tau": 0.23089690506458282,
        "torsion": 0.0,
        "alignment": 1.0795390605926514,
        "S_field": 0.598657488822937,
        "Gamma_field": 0.3880912661552429,
        "S_over_Gamma": 1.5425688028335571,
        "Da": 23.77239227294922,
        "E_coh": 0.8591586351394653,
        "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": [
          [
            [
              -107.8,
              44.97
            ],
            [
              -107.74,
              44.96
            ],
            [
              -107.74,
              44.91
            ],
            [
              -107.73,
              44.9
            ],
            [
              -107.74,
              44.89
            ],
            [
              -107.78,
              44.88
            ],
            [
              -107.79,
              44.89
            ],
            [
              -107.84,
              44.9
            ],
            [
              -107.84,
              44.95
            ],
            [
              -107.8,
              44.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0487,
      "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": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0487,
        "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": "f4c9e50a8b4b5d459639ebee179495d879e000fa859599be6915601f998c94e9"
      },
      "receipt_sha256": "f4c9e50a8b4b5d459639ebee179495d879e000fa859599be6915601f998c94e9"
    },
    {
      "storm_id": "935731",
      "lat": 30.79,
      "lon": -112.52,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1479.0,
      "ebshear": 13.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3811
        },
        {
          "name": "alignment",
          "value": 0.4222
        },
        {
          "name": "tau",
          "value": 0.5423
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0485
      },
      "coherence_score": 0.542324960231781,
      "coherence_diagnostics": {
        "tau": 0.542324960231781,
        "grad_tau": 0.03288508579134941,
        "torsion": 0.0,
        "alignment": 0.42216867208480835,
        "S_field": 0.055849429219961166,
        "Gamma_field": 0.17809122800827026,
        "S_over_Gamma": 0.3136001229286194,
        "Da": 10.745972633361816,
        "E_coh": 0.4965600073337555,
        "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": [
          [
            [
              -112.49,
              30.84
            ],
            [
              -112.45,
              30.82
            ],
            [
              -112.45,
              30.77
            ],
            [
              -112.49,
              30.72
            ],
            [
              -112.55,
              30.71
            ],
            [
              -112.56,
              30.72
            ],
            [
              -112.56,
              30.78
            ],
            [
              -112.58,
              30.8
            ],
            [
              -112.56,
              30.82
            ],
            [
              -112.54,
              30.81
            ],
            [
              -112.53,
              30.82
            ],
            [
              -112.51,
              30.82
            ],
            [
              -112.49,
              30.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0485,
      "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": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0485,
        "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": "441d5183070ab95e92bed4384570be0bb47793c150ee7ad1403b17f2e2848ed1"
      },
      "receipt_sha256": "441d5183070ab95e92bed4384570be0bb47793c150ee7ad1403b17f2e2848ed1"
    },
    {
      "storm_id": "935421",
      "lat": 31.3012,
      "lon": -110.8925,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2049.0,
      "ebshear": 22.0,
      "srh01": 65.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8811
        },
        {
          "name": "alignment",
          "value": -0.6551
        },
        {
          "name": "tau",
          "value": 0.7884
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 0.7883627414703369,
      "coherence_diagnostics": {
        "tau": 0.7883627414703369,
        "grad_tau": 0.21278129518032074,
        "torsion": 0.0,
        "alignment": -0.6551311016082764,
        "S_field": 0.34841078519821167,
        "Gamma_field": 0.49309125542640686,
        "S_over_Gamma": 0.7065848112106323,
        "Da": 28.949054718017578,
        "E_coh": 0.9659463763237,
        "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": [
          [
            [
              -110.87,
              31.37
            ],
            [
              -110.85,
              31.37
            ],
            [
              -110.84,
              31.35
            ],
            [
              -110.84,
              31.3
            ],
            [
              -110.85,
              31.29
            ],
            [
              -110.85,
              31.27
            ],
            [
              -110.87,
              31.24
            ],
            [
              -110.91,
              31.24
            ],
            [
              -110.92,
              31.23
            ],
            [
              -110.94,
              31.23
            ],
            [
              -110.96,
              31.26
            ],
            [
              -110.96,
              31.29
            ],
            [
              -110.92,
              31.33
            ],
            [
              -110.92,
              31.34
            ],
            [
              -110.91,
              31.34
            ],
            [
              -110.87,
              31.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "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": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0484,
        "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": "b4f649d5c028bac188f2ed96441e1ed7407e39a9878b37c7bd1fcd144e36ed4f"
      },
      "receipt_sha256": "b4f649d5c028bac188f2ed96441e1ed7407e39a9878b37c7bd1fcd144e36ed4f"
    },
    {
      "storm_id": "935225",
      "lat": 37.9668,
      "lon": -92.9726,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2491.0,
      "ebshear": 10.0,
      "srh01": 4.0,
      "maxllaz": 0.004,
      "mesh": 0.49,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2561
        },
        {
          "name": "alignment",
          "value": -1.0519
        },
        {
          "name": "tau",
          "value": 1.9391
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 1.9391461610794067,
      "coherence_diagnostics": {
        "tau": 1.9391461610794067,
        "grad_tau": 0.17554745078086853,
        "torsion": 0.0,
        "alignment": -1.0519160032272339,
        "S_field": 0.6917365193367004,
        "Gamma_field": 0.27559125423431396,
        "S_over_Gamma": 2.5100090503692627,
        "Da": 17.134714126586914,
        "E_coh": 0.9482011198997498,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.03,
              38.05
            ],
            [
              -92.98,
              38.05
            ],
            [
              -92.97,
              38.04
            ],
            [
              -92.95,
              38.04
            ],
            [
              -92.93,
              38.02
            ],
            [
              -92.92,
              38.0
            ],
            [
              -92.92,
              37.96
            ],
            [
              -92.91,
              37.95
            ],
            [
              -92.91,
              37.93
            ],
            [
              -92.92,
              37.92
            ],
            [
              -92.93,
              37.88
            ],
            [
              -92.95,
              37.88
            ],
            [
              -92.96,
              37.89
            ],
            [
              -92.98,
              37.89
            ],
            [
              -92.99,
              37.88
            ],
            [
              -93.06,
              37.95
            ],
            [
              -93.07,
              37.97
            ],
            [
              -93.07,
              38.02
            ],
            [
              -93.03,
              38.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "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": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0483,
        "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": "1d584262cebd73cc2bac3d72fab8816a8fa6446622177e4b70d567156a7b8552"
      },
      "receipt_sha256": "1d584262cebd73cc2bac3d72fab8816a8fa6446622177e4b70d567156a7b8552"
    },
    {
      "storm_id": "935669",
      "lat": 31.8575,
      "lon": -100.848,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1607.0,
      "ebshear": 9.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7561
        },
        {
          "name": "alignment",
          "value": -0.3027
        },
        {
          "name": "tau",
          "value": 0.9976
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 0.9975913166999817,
      "coherence_diagnostics": {
        "tau": 0.9975913166999817,
        "grad_tau": 0.2522338330745697,
        "torsion": 0.0,
        "alignment": -0.30267348885536194,
        "S_field": 0.46625351905822754,
        "Gamma_field": 0.3780912160873413,
        "S_over_Gamma": 1.2331773042678833,
        "Da": 23.945579528808594,
        "E_coh": 0.9756515622138977,
        "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": [
          [
            [
              -100.9,
              31.9
            ],
            [
              -100.89,
              31.89
            ],
            [
              -100.88,
              31.9
            ],
            [
              -100.84,
              31.9
            ],
            [
              -100.82,
              31.89
            ],
            [
              -100.81,
              31.88
            ],
            [
              -100.82,
              31.87
            ],
            [
              -100.83,
              31.88
            ],
            [
              -100.85,
              31.86
            ],
            [
              -100.83,
              31.84
            ],
            [
              -100.79,
              31.84
            ],
            [
              -100.79,
              31.81
            ],
            [
              -100.8,
              31.82
            ],
            [
              -100.85,
              31.82
            ],
            [
              -100.86,
              31.81
            ],
            [
              -100.87,
              31.82
            ],
            [
              -100.89,
              31.82
            ],
            [
              -100.87,
              31.84
            ],
            [
              -100.87,
              31.86
            ],
            [
              -100.9,
              31.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "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": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0483,
        "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": "1d584262cebd73cc2bac3d72fab8816a8fa6446622177e4b70d567156a7b8552"
      },
      "receipt_sha256": "1d584262cebd73cc2bac3d72fab8816a8fa6446622177e4b70d567156a7b8552"
    },
    {
      "storm_id": "934922",
      "lat": 36.9621,
      "lon": -112.9654,
      "motion_east": -2.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 834.0,
      "ebshear": 23.0,
      "srh01": 28.0,
      "maxllaz": 0.005,
      "mesh": 0.28,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7561
        },
        {
          "name": "alignment",
          "value": 0.9908
        },
        {
          "name": "tau",
          "value": 0.286
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0481
      },
      "coherence_score": 0.2859612703323364,
      "coherence_diagnostics": {
        "tau": 0.2859612703323364,
        "grad_tau": 0.05035142973065376,
        "torsion": 0.0,
        "alignment": 0.9908201694488525,
        "S_field": 0.06524203717708588,
        "Gamma_field": 0.5614245533943176,
        "S_over_Gamma": 0.1162080243229866,
        "Da": 32.044525146484375,
        "E_coh": 0.2832191288471222,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.01,
              37.04
            ],
            [
              -112.97,
              37.03
            ],
            [
              -112.93,
              36.99
            ],
            [
              -112.92,
              36.99
            ],
            [
              -112.88,
              37.04
            ],
            [
              -112.84,
              37.04
            ],
            [
              -112.83,
              37.03
            ],
            [
              -112.83,
              37.0
            ],
            [
              -112.85,
              36.96
            ],
            [
              -112.86,
              36.96
            ],
            [
              -112.9,
              36.92
            ],
            [
              -112.94,
              36.91
            ],
            [
              -112.99,
              36.86
            ],
            [
              -113.03,
              36.85
            ],
            [
              -113.04,
              36.84
            ],
            [
              -113.06,
              36.86
            ],
            [
              -113.06,
              36.91
            ],
            [
              -113.05,
              36.91
            ],
            [
              -113.03,
              36.94
            ],
            [
              -113.03,
              36.96
            ],
            [
              -113.04,
              36.97
            ],
            [
              -113.04,
              37.01
            ],
            [
              -113.03,
              37.03
            ],
            [
              -113.01,
              37.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0481,
      "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": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0481,
        "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": "43c208918af36d75f67e6a4873ce7b1069c725f1ea1800f2d3c09d9c283aca99"
      },
      "receipt_sha256": "43c208918af36d75f67e6a4873ce7b1069c725f1ea1800f2d3c09d9c283aca99"
    },
    {
      "storm_id": "934920",
      "lat": 37.4307,
      "lon": -114.08,
      "motion_east": 2.7,
      "motion_south": 1.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1275.0,
      "ebshear": 13.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.47,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1311
        },
        {
          "name": "alignment",
          "value": -1.6106
        },
        {
          "name": "tau",
          "value": 0.2363
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.2363145798444748,
      "coherence_diagnostics": {
        "tau": 0.2363145798444748,
        "grad_tau": 0.03186307102441788,
        "torsion": 0.0,
        "alignment": -1.6106373071670532,
        "S_field": 0.051391713321208954,
        "Gamma_field": 1.0997579097747803,
        "S_over_Gamma": 0.04673002287745476,
        "Da": 63.14337921142578,
        "E_coh": 0.06541726738214493,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.13,
              37.49
            ],
            [
              -114.05,
              37.49
            ],
            [
              -114.0,
              37.45
            ],
            [
              -113.99,
              37.45
            ],
            [
              -113.98,
              37.44
            ],
            [
              -113.98,
              37.4
            ],
            [
              -113.99,
              37.38
            ],
            [
              -114.04,
              37.34
            ],
            [
              -114.1,
              37.34
            ],
            [
              -114.12,
              37.35
            ],
            [
              -114.19,
              37.42
            ],
            [
              -114.19,
              37.46
            ],
            [
              -114.17,
              37.48
            ],
            [
              -114.14,
              37.48
            ],
            [
              -114.13,
              37.49
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "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": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.048,
        "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": "0ce184478f0d633e153bef0441c10e4331a677729bb97836169255022aa91ac8"
      },
      "receipt_sha256": "0ce184478f0d633e153bef0441c10e4331a677729bb97836169255022aa91ac8"
    },
    {
      "storm_id": "935072",
      "lat": 40.6555,
      "lon": -111.3918,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 684.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6311
        },
        {
          "name": "alignment",
          "value": 1.2224
        },
        {
          "name": "tau",
          "value": 0.4595
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.45945894718170166,
      "coherence_diagnostics": {
        "tau": 0.45945894718170166,
        "grad_tau": 0.09106376767158508,
        "torsion": 0.0,
        "alignment": 1.2224475145339966,
        "S_field": 0.2791439890861511,
        "Gamma_field": 0.5289245843887329,
        "S_over_Gamma": 0.5277576446533203,
        "Da": 31.532094955444336,
        "E_coh": 0.7688579559326172,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.39,
              40.71
            ],
            [
              -111.36,
              40.7
            ],
            [
              -111.36,
              40.66
            ],
            [
              -111.37,
              40.65
            ],
            [
              -111.36,
              40.61
            ],
            [
              -111.37,
              40.6
            ],
            [
              -111.41,
              40.62
            ],
            [
              -111.43,
              40.62
            ],
            [
              -111.44,
              40.64
            ],
            [
              -111.43,
              40.69
            ],
            [
              -111.39,
              40.71
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "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": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.048,
        "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": "0ce184478f0d633e153bef0441c10e4331a677729bb97836169255022aa91ac8"
      },
      "receipt_sha256": "0ce184478f0d633e153bef0441c10e4331a677729bb97836169255022aa91ac8"
    },
    {
      "storm_id": "935643",
      "lat": 30.987,
      "lon": -115.367,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1816.0,
      "ebshear": 14.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.2561
        },
        {
          "name": "alignment",
          "value": 0.4867
        },
        {
          "name": "tau",
          "value": 0.5737
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.5736774206161499,
      "coherence_diagnostics": {
        "tau": 0.5736774206161499,
        "grad_tau": 0.030125005170702934,
        "torsion": 0.0,
        "alignment": 0.4867449700832367,
        "S_field": 0.08643165230751038,
        "Gamma_field": 0.1605912297964096,
        "S_over_Gamma": 0.5382090210914612,
        "Da": 9.734713554382324,
        "E_coh": 0.32190147042274475,
        "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": [
          [
            [
              -115.35,
              31.01
            ],
            [
              -115.32,
              31.0
            ],
            [
              -115.32,
              30.98
            ],
            [
              -115.35,
              30.94
            ],
            [
              -115.38,
              30.97
            ],
            [
              -115.4,
              30.97
            ],
            [
              -115.42,
              30.99
            ],
            [
              -115.42,
              31.0
            ],
            [
              -115.36,
              31.0
            ],
            [
              -115.35,
              31.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "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": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0479,
        "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": "25e678a3928371937741c797da3c78f7e0574009bec39a6fc33fe52e61968a72"
      },
      "receipt_sha256": "25e678a3928371937741c797da3c78f7e0574009bec39a6fc33fe52e61968a72"
    },
    {
      "storm_id": "935753",
      "lat": 37.4391,
      "lon": -113.8873,
      "motion_east": 2.7,
      "motion_south": 1.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1324.0,
      "ebshear": 15.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1311
        },
        {
          "name": "alignment",
          "value": -1.6106
        },
        {
          "name": "tau",
          "value": 0.2363
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.2363145798444748,
      "coherence_diagnostics": {
        "tau": 0.2363145798444748,
        "grad_tau": 0.03186307102441788,
        "torsion": 0.0,
        "alignment": -1.6106373071670532,
        "S_field": 0.051391713321208954,
        "Gamma_field": 1.0997579097747803,
        "S_over_Gamma": 0.04673002287745476,
        "Da": 63.14337921142578,
        "E_coh": 0.06541726738214493,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.88,
              37.5
            ],
            [
              -113.86,
              37.47
            ],
            [
              -113.87,
              37.45
            ],
            [
              -113.87,
              37.41
            ],
            [
              -113.86,
              37.4
            ],
            [
              -113.86,
              37.38
            ],
            [
              -113.87,
              37.37
            ],
            [
              -113.95,
              37.41
            ],
            [
              -113.95,
              37.45
            ],
            [
              -113.91,
              37.49
            ],
            [
              -113.88,
              37.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "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": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0479,
        "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": "25e678a3928371937741c797da3c78f7e0574009bec39a6fc33fe52e61968a72"
      },
      "receipt_sha256": "25e678a3928371937741c797da3c78f7e0574009bec39a6fc33fe52e61968a72"
    },
    {
      "storm_id": "935694",
      "lat": 31.025,
      "lon": -105.522,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 460.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8811
        },
        {
          "name": "alignment",
          "value": 4.3967
        },
        {
          "name": "tau",
          "value": 0.8704
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 0.8703716993331909,
      "coherence_diagnostics": {
        "tau": 0.8703716993331909,
        "grad_tau": 0.17365869879722595,
        "torsion": 0.0,
        "alignment": 4.396674156188965,
        "S_field": 0.329900324344635,
        "Gamma_field": 0.4730912446975708,
        "S_over_Gamma": 0.6973291635513306,
        "Da": 28.941404342651367,
        "E_coh": 0.7162483930587769,
        "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": [
          [
            [
              -105.55,
              31.07
            ],
            [
              -105.5,
              31.06
            ],
            [
              -105.48,
              31.04
            ],
            [
              -105.48,
              31.0
            ],
            [
              -105.49,
              30.99
            ],
            [
              -105.51,
              30.98
            ],
            [
              -105.54,
              30.98
            ],
            [
              -105.56,
              31.0
            ],
            [
              -105.56,
              31.06
            ],
            [
              -105.55,
              31.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "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": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0476,
        "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": "4484d8dd1f0b8d092dce4a2ea3b6c92c4de46dbc54cafbf2194b8ba75ae5e6bb"
      },
      "receipt_sha256": "4484d8dd1f0b8d092dce4a2ea3b6c92c4de46dbc54cafbf2194b8ba75ae5e6bb"
    },
    {
      "storm_id": "935103",
      "lat": 38.5929,
      "lon": -111.3435,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 596.0,
      "ebshear": 26.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2561
        },
        {
          "name": "alignment",
          "value": -0.2201
        },
        {
          "name": "tau",
          "value": 0.4295
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 0.42950189113616943,
      "coherence_diagnostics": {
        "tau": 0.42950189113616943,
        "grad_tau": 0.12214109301567078,
        "torsion": 0.0,
        "alignment": -0.22010716795921326,
        "S_field": 0.2032383531332016,
        "Gamma_field": 0.5730912089347839,
        "S_over_Gamma": 0.3546352684497833,
        "Da": 33.429691314697266,
        "E_coh": 0.9437166452407837,
        "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": [
          [
            [
              -111.41,
              38.65
            ],
            [
              -111.36,
              38.65
            ],
            [
              -111.32,
              38.62
            ],
            [
              -111.27,
              38.62
            ],
            [
              -111.23,
              38.59
            ],
            [
              -111.23,
              38.56
            ],
            [
              -111.27,
              38.53
            ],
            [
              -111.3,
              38.53
            ],
            [
              -111.32,
              38.54
            ],
            [
              -111.32,
              38.55
            ],
            [
              -111.34,
              38.57
            ],
            [
              -111.4,
              38.57
            ],
            [
              -111.41,
              38.58
            ],
            [
              -111.41,
              38.61
            ],
            [
              -111.42,
              38.62
            ],
            [
              -111.42,
              38.64
            ],
            [
              -111.41,
              38.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "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": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0475,
        "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": "575007c8e236cefa025a03c5fea015a0781e1d782483a82a77c512ed3d8f9373"
      },
      "receipt_sha256": "575007c8e236cefa025a03c5fea015a0781e1d782483a82a77c512ed3d8f9373"
    },
    {
      "storm_id": "935628",
      "lat": 39.829,
      "lon": -82.905,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3447.0,
      "ebshear": 22.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7561
        },
        {
          "name": "alignment",
          "value": -0.3265
        },
        {
          "name": "tau",
          "value": 2.49
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 2.4900364875793457,
      "coherence_diagnostics": {
        "tau": 2.4900364875793457,
        "grad_tau": 0.305463582277298,
        "torsion": 0.0,
        "alignment": -0.3264738619327545,
        "S_field": 0.8391168117523193,
        "Gamma_field": 0.31975793838500977,
        "S_over_Gamma": 2.62422513961792,
        "Da": 19.330734252929688,
        "E_coh": 0.9961956739425659,
        "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": [
          [
            [
              -82.92,
              39.86
            ],
            [
              -82.86,
              39.86
            ],
            [
              -82.85,
              39.85
            ],
            [
              -82.86,
              39.81
            ],
            [
              -82.9,
              39.77
            ],
            [
              -82.93,
              39.79
            ],
            [
              -82.93,
              39.82
            ],
            [
              -82.94,
              39.83
            ],
            [
              -82.94,
              39.84
            ],
            [
              -82.92,
              39.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "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": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0475,
        "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": "575007c8e236cefa025a03c5fea015a0781e1d782483a82a77c512ed3d8f9373"
      },
      "receipt_sha256": "575007c8e236cefa025a03c5fea015a0781e1d782483a82a77c512ed3d8f9373"
    },
    {
      "storm_id": "935180",
      "lat": 33.6865,
      "lon": -94.5673,
      "motion_east": 1.0,
      "motion_south": -8.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2859.0,
      "ebshear": 11.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.42,
      "flash_rate": 19.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": 0.3071
        },
        {
          "name": "tau",
          "value": 2.0742
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 2.0741803646087646,
      "coherence_diagnostics": {
        "tau": 2.0741803646087646,
        "grad_tau": 0.3829003572463989,
        "torsion": 0.0,
        "alignment": 0.3071269989013672,
        "S_field": 0.4691419005393982,
        "Gamma_field": 0.3105912506580353,
        "S_over_Gamma": 1.5104800462722778,
        "Da": 17.376583099365234,
        "E_coh": 0.9551197290420532,
        "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": [
          [
            [
              -94.69,
              33.76
            ],
            [
              -94.65,
              33.76
            ],
            [
              -94.63,
              33.75
            ],
            [
              -94.63,
              33.72
            ],
            [
              -94.62,
              33.71
            ],
            [
              -94.59,
              33.71
            ],
            [
              -94.57,
              33.73
            ],
            [
              -94.53,
              33.75
            ],
            [
              -94.47,
              33.75
            ],
            [
              -94.46,
              33.71
            ],
            [
              -94.44,
              33.7
            ],
            [
              -94.44,
              33.69
            ],
            [
              -94.42,
              33.67
            ],
            [
              -94.42,
              33.62
            ],
            [
              -94.43,
              33.6
            ],
            [
              -94.46,
              33.58
            ],
            [
              -94.52,
              33.58
            ],
            [
              -94.56,
              33.61
            ],
            [
              -94.57,
              33.61
            ],
            [
              -94.6,
              33.64
            ],
            [
              -94.6,
              33.67
            ],
            [
              -94.61,
              33.68
            ],
            [
              -94.69,
              33.66
            ],
            [
              -94.73,
              33.69
            ],
            [
              -94.73,
              33.74
            ],
            [
              -94.69,
              33.76
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "8e639aab4dedc1cf6c8e0ce92b0f2ffa59078695b6c797049c042241257c0aaa"
      },
      "receipt_sha256": "8e639aab4dedc1cf6c8e0ce92b0f2ffa59078695b6c797049c042241257c0aaa"
    },
    {
      "storm_id": "935188",
      "lat": 28.9938,
      "lon": -82.3838,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3087.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8811
        },
        {
          "name": "alignment",
          "value": -0.2515
        },
        {
          "name": "tau",
          "value": 3.8248
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 3.824824810028076,
      "coherence_diagnostics": {
        "tau": 3.824824810028076,
        "grad_tau": 0.26843369007110596,
        "torsion": 0.0,
        "alignment": -0.25150513648986816,
        "S_field": 1.6809309720993042,
        "Gamma_field": 0.20975789427757263,
        "S_over_Gamma": 8.013671875,
        "Da": 13.730813026428223,
        "E_coh": 0.969897449016571,
        "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": [
          [
            [
              -82.4,
              29.03
            ],
            [
              -82.38,
              29.03
            ],
            [
              -82.34,
              29.0
            ],
            [
              -82.34,
              28.96
            ],
            [
              -82.37,
              28.94
            ],
            [
              -82.42,
              28.95
            ],
            [
              -82.42,
              29.01
            ],
            [
              -82.4,
              29.03
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "8e639aab4dedc1cf6c8e0ce92b0f2ffa59078695b6c797049c042241257c0aaa"
      },
      "receipt_sha256": "8e639aab4dedc1cf6c8e0ce92b0f2ffa59078695b6c797049c042241257c0aaa"
    },
    {
      "storm_id": "935332",
      "lat": 34.2459,
      "lon": -94.6435,
      "motion_east": 4.2,
      "motion_south": -7.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2575.0,
      "ebshear": 14.0,
      "srh01": 22.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": 0.3071
        },
        {
          "name": "tau",
          "value": 2.0742
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 2.0741803646087646,
      "coherence_diagnostics": {
        "tau": 2.0741803646087646,
        "grad_tau": 0.3829003572463989,
        "torsion": 0.0,
        "alignment": 0.3071269989013672,
        "S_field": 0.4691419005393982,
        "Gamma_field": 0.3105912506580353,
        "S_over_Gamma": 1.5104800462722778,
        "Da": 17.376583099365234,
        "E_coh": 0.9551197290420532,
        "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": [
          [
            [
              -94.6,
              34.3
            ],
            [
              -94.55,
              34.3
            ],
            [
              -94.54,
              34.29
            ],
            [
              -94.54,
              34.25
            ],
            [
              -94.59,
              34.19
            ],
            [
              -94.61,
              34.19
            ],
            [
              -94.62,
              34.18
            ],
            [
              -94.66,
              34.18
            ],
            [
              -94.67,
              34.19
            ],
            [
              -94.73,
              34.19
            ],
            [
              -94.78,
              34.23
            ],
            [
              -94.78,
              34.25
            ],
            [
              -94.75,
              34.28
            ],
            [
              -94.66,
              34.28
            ],
            [
              -94.65,
              34.29
            ],
            [
              -94.61,
              34.29
            ],
            [
              -94.6,
              34.3
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "8e639aab4dedc1cf6c8e0ce92b0f2ffa59078695b6c797049c042241257c0aaa"
      },
      "receipt_sha256": "8e639aab4dedc1cf6c8e0ce92b0f2ffa59078695b6c797049c042241257c0aaa"
    },
    {
      "storm_id": "935536",
      "lat": 43.9606,
      "lon": -82.8731,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 87.0,
      "ebshear": 8.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1311
        },
        {
          "name": "alignment",
          "value": 1.9028
        },
        {
          "name": "tau",
          "value": 0.8602
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.047
      },
      "coherence_score": 0.8602220416069031,
      "coherence_diagnostics": {
        "tau": 0.8602220416069031,
        "grad_tau": 0.05994468554854393,
        "torsion": 0.0,
        "alignment": 1.9028043746948242,
        "S_field": 0.16776670515537262,
        "Gamma_field": 0.2464245706796646,
        "S_over_Gamma": 0.6808034777641296,
        "Da": 14.452841758728027,
        "E_coh": 0.32577261328697205,
        "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": [
          [
            [
              -82.91,
              44.03
            ],
            [
              -82.83,
              44.03
            ],
            [
              -82.83,
              43.99
            ],
            [
              -82.82,
              43.98
            ],
            [
              -82.77,
              43.98
            ],
            [
              -82.77,
              43.9
            ],
            [
              -82.78,
              43.89
            ],
            [
              -82.86,
              43.89
            ],
            [
              -82.87,
              43.9
            ],
            [
              -82.93,
              43.9
            ],
            [
              -82.94,
              43.92
            ],
            [
              -82.96,
              43.92
            ],
            [
              -82.96,
              44.0
            ],
            [
              -82.92,
              44.0
            ],
            [
              -82.91,
              44.01
            ],
            [
              -82.91,
              44.03
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "6504b90eca6142c37e386df82c7fb435f0b66992d6823ee13f4bfe23a6c17d7d"
      },
      "receipt_sha256": "6504b90eca6142c37e386df82c7fb435f0b66992d6823ee13f4bfe23a6c17d7d"
    },
    {
      "storm_id": "935762",
      "lat": 32.2111,
      "lon": -106.7,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 327.0,
      "ebshear": 17.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2561
        },
        {
          "name": "alignment",
          "value": 0.0677
        },
        {
          "name": "tau",
          "value": 0.9039
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 0.9039111137390137,
      "coherence_diagnostics": {
        "tau": 0.9039111137390137,
        "grad_tau": 0.11521133780479431,
        "torsion": 0.0,
        "alignment": 0.067655548453331,
        "S_field": 0.4942028224468231,
        "Gamma_field": 0.43225792050361633,
        "S_over_Gamma": 1.1433054208755493,
        "Da": 26.75786018371582,
        "E_coh": 0.966221809387207,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.67,
              32.25
            ],
            [
              -106.67,
              32.21
            ],
            [
              -106.69,
              32.17
            ],
            [
              -106.71,
              32.17
            ],
            [
              -106.75,
              32.2
            ],
            [
              -106.74,
              32.21
            ],
            [
              -106.72,
              32.21
            ],
            [
              -106.68,
              32.23
            ],
            [
              -106.67,
              32.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "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": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0469,
        "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": "cac61096880bc5a384a5c8bd82344caa44b7e904eeefe77a913a9c9b2a076673"
      },
      "receipt_sha256": "cac61096880bc5a384a5c8bd82344caa44b7e904eeefe77a913a9c9b2a076673"
    },
    {
      "storm_id": "934987",
      "lat": 35.8179,
      "lon": -95.7429,
      "motion_east": 2.3,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2107.0,
      "ebshear": 6.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6311
        },
        {
          "name": "alignment",
          "value": -0.9726
        },
        {
          "name": "tau",
          "value": 1.4081
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 1.408105492591858,
      "coherence_diagnostics": {
        "tau": 1.408105492591858,
        "grad_tau": 0.4362048804759979,
        "torsion": 0.0,
        "alignment": -0.9725881218910217,
        "S_field": 0.38173437118530273,
        "Gamma_field": 0.3572579026222229,
        "S_over_Gamma": 1.0685120820999146,
        "Da": 22.061450958251953,
        "E_coh": 0.932590663433075,
        "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": [
          [
            [
              -95.78,
              35.87
            ],
            [
              -95.72,
              35.87
            ],
            [
              -95.71,
              35.86
            ],
            [
              -95.71,
              35.84
            ],
            [
              -95.7,
              35.83
            ],
            [
              -95.7,
              35.8
            ],
            [
              -95.71,
              35.78
            ],
            [
              -95.7,
              35.77
            ],
            [
              -95.72,
              35.78
            ],
            [
              -95.74,
              35.77
            ],
            [
              -95.78,
              35.77
            ],
            [
              -95.82,
              35.8
            ],
            [
              -95.83,
              35.84
            ],
            [
              -95.78,
              35.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0467,
      "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": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0467,
        "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": "67300d4058d4791840425c46d665eeb2b4f43457813a38eb430cc3a785c35092"
      },
      "receipt_sha256": "67300d4058d4791840425c46d665eeb2b4f43457813a38eb430cc3a785c35092"
    },
    {
      "storm_id": "935492",
      "lat": 34.8336,
      "lon": -84.7118,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3193.0,
      "ebshear": 17.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": -1.2347
        },
        {
          "name": "tau",
          "value": 3.3001
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 3.3000729084014893,
      "coherence_diagnostics": {
        "tau": 3.3000729084014893,
        "grad_tau": 0.2742003798484802,
        "torsion": 0.0,
        "alignment": -1.2346932888031006,
        "S_field": 0.8373258113861084,
        "Gamma_field": 0.23725788295269012,
        "S_over_Gamma": 3.5291800498962402,
        "Da": 14.039600372314453,
        "E_coh": 0.9386829733848572,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.74,
              34.87
            ],
            [
              -84.71,
              34.87
            ],
            [
              -84.69,
              34.86
            ],
            [
              -84.69,
              34.83
            ],
            [
              -84.68,
              34.82
            ],
            [
              -84.68,
              34.8
            ],
            [
              -84.69,
              34.79
            ],
            [
              -84.71,
              34.79
            ],
            [
              -84.75,
              34.81
            ],
            [
              -84.75,
              34.86
            ],
            [
              -84.74,
              34.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "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": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0465,
        "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": "a1d3b26a3115f7eca446494ea29163179cfc7f4596718f8832d2aa7e0e22145e"
      },
      "receipt_sha256": "a1d3b26a3115f7eca446494ea29163179cfc7f4596718f8832d2aa7e0e22145e"
    },
    {
      "storm_id": "935722",
      "lat": 35.605,
      "lon": -84.003,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2602.0,
      "ebshear": 10.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0061
        },
        {
          "name": "alignment",
          "value": -0.6864
        },
        {
          "name": "tau",
          "value": 3.3814
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0464
      },
      "coherence_score": 3.3813529014587402,
      "coherence_diagnostics": {
        "tau": 3.3813529014587402,
        "grad_tau": 0.22529567778110504,
        "torsion": 0.0,
        "alignment": -0.6863936185836792,
        "S_field": 1.0480329990386963,
        "Gamma_field": 0.23475788533687592,
        "S_over_Gamma": 4.4643144607543945,
        "Da": 14.34113597869873,
        "E_coh": 0.9731935858726501,
        "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": [
          [
            [
              -83.98,
              35.65
            ],
            [
              -83.98,
              35.59
            ],
            [
              -83.97,
              35.58
            ],
            [
              -84.02,
              35.56
            ],
            [
              -84.02,
              35.57
            ],
            [
              -84.04,
              35.58
            ],
            [
              -84.02,
              35.61
            ],
            [
              -84.02,
              35.63
            ],
            [
              -84.0,
              35.63
            ],
            [
              -83.98,
              35.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0464,
      "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": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0464,
        "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": "afcca14e9ef5bb1f021ccf6763e998c96fa01493a69912208b7fe94cfbf9449f"
      },
      "receipt_sha256": "afcca14e9ef5bb1f021ccf6763e998c96fa01493a69912208b7fe94cfbf9449f"
    },
    {
      "storm_id": "935599",
      "lat": 38.3333,
      "lon": -89.6067,
      "motion_east": 0.5,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3500.0,
      "ebshear": 12.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2561
        },
        {
          "name": "alignment",
          "value": 1.8658
        },
        {
          "name": "tau",
          "value": 2.3004
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 2.3004062175750732,
      "coherence_diagnostics": {
        "tau": 2.3004062175750732,
        "grad_tau": 0.6029594540596008,
        "torsion": 0.0,
        "alignment": 1.8657580614089966,
        "S_field": 0.5348513722419739,
        "Gamma_field": 0.3055912256240845,
        "S_over_Gamma": 1.750218391418457,
        "Da": 18.737585067749023,
        "E_coh": 0.914484977722168,
        "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": [
          [
            [
              -89.62,
              38.37
            ],
            [
              -89.59,
              38.36
            ],
            [
              -89.56,
              38.33
            ],
            [
              -89.56,
              38.32
            ],
            [
              -89.6,
              38.29
            ],
            [
              -89.62,
              38.29
            ],
            [
              -89.65,
              38.32
            ],
            [
              -89.64,
              38.35
            ],
            [
              -89.62,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "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": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0462,
        "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": "7ef667053081252828f60b4b33ede9caec270b0df5d136aaa8a4a9cd1b57ba43"
      },
      "receipt_sha256": "7ef667053081252828f60b4b33ede9caec270b0df5d136aaa8a4a9cd1b57ba43"
    },
    {
      "storm_id": "934727",
      "lat": 41.187,
      "lon": -111.439,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 968.0,
      "ebshear": 21.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0061
        },
        {
          "name": "alignment",
          "value": 1.6751
        },
        {
          "name": "tau",
          "value": 0.5088
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.5088421702384949,
      "coherence_diagnostics": {
        "tau": 0.5088421702384949,
        "grad_tau": 0.10978511720895767,
        "torsion": 0.0,
        "alignment": 1.675126075744629,
        "S_field": 0.2516902983188629,
        "Gamma_field": 0.6014245748519897,
        "S_over_Gamma": 0.4184902012348175,
        "Da": 36.262672424316406,
        "E_coh": 0.7731573581695557,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.44,
              41.23
            ],
            [
              -111.42,
              41.23
            ],
            [
              -111.38,
              41.21
            ],
            [
              -111.38,
              41.18
            ],
            [
              -111.42,
              41.15
            ],
            [
              -111.46,
              41.15
            ],
            [
              -111.48,
              41.14
            ],
            [
              -111.49,
              41.15
            ],
            [
              -111.48,
              41.2
            ],
            [
              -111.44,
              41.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "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": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0459,
        "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": "06df5798ab8c8c6c0268a28068a9dc803e8386d54b522e605bc618601d3087c3"
      },
      "receipt_sha256": "06df5798ab8c8c6c0268a28068a9dc803e8386d54b522e605bc618601d3087c3"
    },
    {
      "storm_id": "935471",
      "lat": 43.0575,
      "lon": -109.63,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1151.0,
      "ebshear": 13.0,
      "srh01": 42.0,
      "maxllaz": 0.005,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8811
        },
        {
          "name": "alignment",
          "value": 1.9848
        },
        {
          "name": "tau",
          "value": 0.7194
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.7194032073020935,
      "coherence_diagnostics": {
        "tau": 0.7194032073020935,
        "grad_tau": 0.09755099564790726,
        "torsion": 0.0,
        "alignment": 1.9847549200057983,
        "S_field": 0.3454040288925171,
        "Gamma_field": 0.4414246082305908,
        "S_over_Gamma": 0.7824757099151611,
        "Da": 27.38738250732422,
        "E_coh": 0.7714572548866272,
        "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,
              43.1
            ],
            [
              -109.59,
              43.09
            ],
            [
              -109.61,
              43.03
            ],
            [
              -109.62,
              43.02
            ],
            [
              -109.66,
              43.02
            ],
            [
              -109.67,
              43.03
            ],
            [
              -109.67,
              43.07
            ],
            [
              -109.61,
              43.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "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": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0459,
        "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": "06df5798ab8c8c6c0268a28068a9dc803e8386d54b522e605bc618601d3087c3"
      },
      "receipt_sha256": "06df5798ab8c8c6c0268a28068a9dc803e8386d54b522e605bc618601d3087c3"
    },
    {
      "storm_id": "935541",
      "lat": 43.2482,
      "lon": -109.7527,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 958.0,
      "ebshear": 13.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8811
        },
        {
          "name": "alignment",
          "value": 1.9848
        },
        {
          "name": "tau",
          "value": 0.7194
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.7194032073020935,
      "coherence_diagnostics": {
        "tau": 0.7194032073020935,
        "grad_tau": 0.09755099564790726,
        "torsion": 0.0,
        "alignment": 1.9847549200057983,
        "S_field": 0.3454040288925171,
        "Gamma_field": 0.4414246082305908,
        "S_over_Gamma": 0.7824757099151611,
        "Da": 27.38738250732422,
        "E_coh": 0.7714572548866272,
        "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": [
          [
            [
              -109.75,
              43.29
            ],
            [
              -109.71,
              43.28
            ],
            [
              -109.7,
              43.26
            ],
            [
              -109.7,
              43.22
            ],
            [
              -109.72,
              43.2
            ],
            [
              -109.76,
              43.18
            ],
            [
              -109.82,
              43.19
            ],
            [
              -109.82,
              43.26
            ],
            [
              -109.79,
              43.28
            ],
            [
              -109.76,
              43.28
            ],
            [
              -109.75,
              43.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "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": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0459,
        "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": "06df5798ab8c8c6c0268a28068a9dc803e8386d54b522e605bc618601d3087c3"
      },
      "receipt_sha256": "06df5798ab8c8c6c0268a28068a9dc803e8386d54b522e605bc618601d3087c3"
    },
    {
      "storm_id": "934995",
      "lat": 32.0689,
      "lon": -112.1956,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1025.0,
      "ebshear": 10.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.24,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2561
        },
        {
          "name": "alignment",
          "value": -1.5386
        },
        {
          "name": "tau",
          "value": 0.4804
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0458
      },
      "coherence_score": 0.4804232716560364,
      "coherence_diagnostics": {
        "tau": 0.4804232716560364,
        "grad_tau": 0.047435104846954346,
        "torsion": 0.0,
        "alignment": -1.5385639667510986,
        "S_field": 0.07611379027366638,
        "Gamma_field": 1.0980911254882812,
        "S_over_Gamma": 0.0693146362900734,
        "Da": 65.1191177368164,
        "E_coh": 0.3317076861858368,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.22,
              32.1
            ],
            [
              -112.17,
              32.1
            ],
            [
              -112.17,
              32.08
            ],
            [
              -112.15,
              32.04
            ],
            [
              -112.16,
              32.03
            ],
            [
              -112.21,
              32.03
            ],
            [
              -112.23,
              32.05
            ],
            [
              -112.23,
              32.09
            ],
            [
              -112.22,
              32.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0458,
      "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": "8fa22fda17e54b5dca3f6619e2c25d35bac2f1adf3179501342b87b820fd858f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0458,
        "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": "20dbea16f27e0c991297731a2b5f28cea4171cfdc2685a66a89ae420799d3df1"
      },
      "receipt_sha256": "20dbea16f27e0c991297731a2b5f28cea4171cfdc2685a66a89ae420799d3df1"
    },
    {
      "storm_id": "935537",
      "lat": 43.8632,
      "lon": -83.1282,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 94.0,
      "ebshear": 12.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1311
        },
        {
          "name": "alignment",
          "value": 1.9028
        },
        {
          "name": "tau",
          "value": 0.8602
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 0.8602220416069031,
      "coherence_diagnostics": {
        "tau": 0.8602220416069031,
        "grad_tau": 0.05994468554854393,
        "torsion": 0.0,
        "alignment": 1.9028043746948242,
        "S_field": 0.16776670515537262,
        "Gamma_field": 0.2464245706796646,
        "S_over_Gamma": 0.6808034777641296,
        "Da": 14.452841758728027,
        "E_coh": 0.32577261328697205,
        "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": [
          [
            [
              -83.12,
              43.94
            ],
            [
              -83.11,
              43.94
            ],
            [
              -83.1,
              43.94
            ],
            [
              -83.09,
              43.93
            ],
            [
              -83.09,
              43.92
            ],
            [
              -83.09,
              43.91
            ],
            [
              -83.09,
              43.9
            ],
            [
              -83.08,
              43.89
            ],
            [
              -83.07,
              43.89
            ],
            [
              -83.06,
              43.9
            ],
            [
              -83.06,
              43.89
            ],
            [
              -83.06,
              43.88
            ],
            [
              -83.06,
              43.87
            ],
            [
              -83.06,
              43.86
            ],
            [
              -83.06,
              43.85
            ],
            [
              -83.06,
              43.84
            ],
            [
              -83.06,
              43.83
            ],
            [
              -83.06,
              43.82
            ],
            [
              -83.06,
              43.81
            ],
            [
              -83.06,
              43.8
            ],
            [
              -83.06,
              43.79
            ],
            [
              -83.07,
              43.79
            ],
            [
              -83.08,
              43.79
            ],
            [
              -83.09,
              43.8
            ],
            [
              -83.09,
              43.81
            ],
            [
              -83.09,
              43.82
            ],
            [
              -83.08,
              43.83
            ],
            [
              -83.09,
              43.84
            ],
            [
              -83.1,
              43.85
            ],
            [
              -83.11,
              43.85
            ],
            [
              -83.12,
              43.85
            ],
            [
              -83.13,
              43.86
            ],
            [
              -83.14,
              43.86
            ],
            [
              -83.15,
              43.86
            ],
            [
              -83.16,
              43.86
            ],
            [
              -83.17,
              43.85
            ],
            [
              -83.17,
              43.84
            ],
            [
              -83.18,
              43.84
            ],
            [
              -83.19,
              43.83
            ],
            [
              -83.2,
              43.84
            ],
            [
              -83.21,
              43.84
            ],
            [
              -83.22,
              43.83
            ],
            [
              -83.23,
              43.83
            ],
            [
              -83.23,
              43.84
            ],
            [
              -83.23,
              43.85
            ],
            [
              -83.22,
              43.85
            ],
            [
              -83.21,
              43.84
            ],
            [
              -83.2,
              43.84
            ],
            [
              -83.19,
              43.85
            ],
            [
              -83.19,
              43.86
            ],
            [
              -83.18,
              43.87
            ],
            [
              -83.18,
              43.88
            ],
            [
              -83.18,
              43.89
            ],
            [
              -83.18,
              43.9
            ],
            [
              -83.17,
              43.91
            ],
            [
              -83.16,
              43.92
            ],
            [
              -83.15,
              43.92
            ],
            [
              -83.14,
              43.93
            ],
            [
              -83.13,
              43.93
            ],
            [
              -83.12,
              43.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "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": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0456,
        "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": "c0b557856c6c3825f94cbd83ecc820eec18ea3ca123f61b79bb9b4a1db7aea66"
      },
      "receipt_sha256": "c0b557856c6c3825f94cbd83ecc820eec18ea3ca123f61b79bb9b4a1db7aea66"
    },
    {
      "storm_id": "935262",
      "lat": 37.7268,
      "lon": -84.2289,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2471.0,
      "ebshear": 5.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6311
        },
        {
          "name": "alignment",
          "value": 1.4017
        },
        {
          "name": "tau",
          "value": 3.3578
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 3.357773780822754,
      "coherence_diagnostics": {
        "tau": 3.357773780822754,
        "grad_tau": 0.23543013632297516,
        "torsion": 0.0,
        "alignment": 1.4016520977020264,
        "S_field": 0.8186923265457153,
        "Gamma_field": 0.27225789427757263,
        "S_over_Gamma": 3.007047176361084,
        "Da": 16.444671630859375,
        "E_coh": 0.9670129418373108,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.25,
              37.77
            ],
            [
              -84.24,
              37.76
            ],
            [
              -84.21,
              37.76
            ],
            [
              -84.2,
              37.77
            ],
            [
              -84.18,
              37.76
            ],
            [
              -84.16,
              37.76
            ],
            [
              -84.17,
              37.75
            ],
            [
              -84.19,
              37.71
            ],
            [
              -84.18,
              37.68
            ],
            [
              -84.19,
              37.68
            ],
            [
              -84.21,
              37.66
            ],
            [
              -84.28,
              37.66
            ],
            [
              -84.28,
              37.68
            ],
            [
              -84.27,
              37.69
            ],
            [
              -84.27,
              37.72
            ],
            [
              -84.28,
              37.73
            ],
            [
              -84.27,
              37.74
            ],
            [
              -84.27,
              37.76
            ],
            [
              -84.25,
              37.77
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "5a549aab985eeec58fb66ca4b500d3a7b430aa03b50802befe191c8a0b596113"
      },
      "receipt_sha256": "5a549aab985eeec58fb66ca4b500d3a7b430aa03b50802befe191c8a0b596113"
    },
    {
      "storm_id": "935756",
      "lat": 36.694,
      "lon": -112.639,
      "motion_east": -2.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 610.0,
      "ebshear": 28.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7561
        },
        {
          "name": "alignment",
          "value": 4.0609
        },
        {
          "name": "tau",
          "value": 0.3396
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 0.33958297967910767,
      "coherence_diagnostics": {
        "tau": 0.33958297967910767,
        "grad_tau": 0.08712851256132126,
        "torsion": 0.0,
        "alignment": 4.060906887054443,
        "S_field": 0.03738977760076523,
        "Gamma_field": 0.4889245629310608,
        "S_over_Gamma": 0.07647351175546646,
        "Da": 28.422685623168945,
        "E_coh": 0.22537685930728912,
        "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": [
          [
            [
              -112.66,
              36.72
            ],
            [
              -112.62,
              36.72
            ],
            [
              -112.6,
              36.71
            ],
            [
              -112.6,
              36.68
            ],
            [
              -112.62,
              36.66
            ],
            [
              -112.63,
              36.67
            ],
            [
              -112.66,
              36.67
            ],
            [
              -112.67,
              36.68
            ],
            [
              -112.67,
              36.71
            ],
            [
              -112.66,
              36.72
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "5a549aab985eeec58fb66ca4b500d3a7b430aa03b50802befe191c8a0b596113"
      },
      "receipt_sha256": "5a549aab985eeec58fb66ca4b500d3a7b430aa03b50802befe191c8a0b596113"
    },
    {
      "storm_id": "935227",
      "lat": 37.855,
      "lon": -91.5637,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2590.0,
      "ebshear": 17.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5061
        },
        {
          "name": "alignment",
          "value": -1.9732
        },
        {
          "name": "tau",
          "value": 2.2699
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 2.2698984146118164,
      "coherence_diagnostics": {
        "tau": 2.2698984146118164,
        "grad_tau": 0.404501736164093,
        "torsion": 0.0,
        "alignment": -1.973239779472351,
        "S_field": 0.4673401713371277,
        "Gamma_field": 0.2997578978538513,
        "S_over_Gamma": 1.5590587854385376,
        "Da": 17.49917221069336,
        "E_coh": 0.861884355545044,
        "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": [
          [
            [
              -91.57,
              37.89
            ],
            [
              -91.54,
              37.86
            ],
            [
              -91.53,
              37.84
            ],
            [
              -91.54,
              37.82
            ],
            [
              -91.58,
              37.82
            ],
            [
              -91.59,
              37.84
            ],
            [
              -91.59,
              37.88
            ],
            [
              -91.57,
              37.89
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "cac085f95412a10b50be42610dd7d30209c3cce9418985567b9e9b250104afb8"
      },
      "receipt_sha256": "cac085f95412a10b50be42610dd7d30209c3cce9418985567b9e9b250104afb8"
    },
    {
      "storm_id": "935619",
      "lat": 43.648,
      "lon": -82.743,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 231.0,
      "ebshear": 21.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2561
        },
        {
          "name": "alignment",
          "value": -0.511
        },
        {
          "name": "tau",
          "value": 0.8991
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 0.8990660309791565,
      "coherence_diagnostics": {
        "tau": 0.8990660309791565,
        "grad_tau": 0.03447282686829567,
        "torsion": 0.0,
        "alignment": -0.5110244750976562,
        "S_field": 0.15874646604061127,
        "Gamma_field": 0.23975789546966553,
        "S_over_Gamma": 0.6621115207672119,
        "Da": 13.827404975891113,
        "E_coh": 0.3213604688644409,
        "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": [
          [
            [
              -82.78,
              43.7
            ],
            [
              -82.77,
              43.69
            ],
            [
              -82.7,
              43.69
            ],
            [
              -82.7,
              43.66
            ],
            [
              -82.69,
              43.65
            ],
            [
              -82.69,
              43.57
            ],
            [
              -82.77,
              43.57
            ],
            [
              -82.77,
              43.62
            ],
            [
              -82.78,
              43.63
            ],
            [
              -82.78,
              43.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "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": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0452,
        "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": "59942251eed2e99d21cb4c0bd2d431e6cf467e15dcda407865cb6f89f8f0d4e0"
      },
      "receipt_sha256": "59942251eed2e99d21cb4c0bd2d431e6cf467e15dcda407865cb6f89f8f0d4e0"
    },
    {
      "storm_id": "935743",
      "lat": 40.7856,
      "lon": -86.7191,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3211.0,
      "ebshear": 14.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1311
        },
        {
          "name": "alignment",
          "value": -0.7606
        },
        {
          "name": "tau",
          "value": 2.1061
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.106112003326416,
      "coherence_diagnostics": {
        "tau": 2.106112003326416,
        "grad_tau": 0.20473013818264008,
        "torsion": 0.0,
        "alignment": -0.7605806589126587,
        "S_field": 0.7292520999908447,
        "Gamma_field": 0.32892459630966187,
        "S_over_Gamma": 2.2170798778533936,
        "Da": 20.515714645385742,
        "E_coh": 0.9853699803352356,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.75,
              40.85
            ],
            [
              -86.74,
              40.84
            ],
            [
              -86.73,
              40.83
            ],
            [
              -86.74,
              40.82
            ],
            [
              -86.74,
              40.81
            ],
            [
              -86.73,
              40.8
            ],
            [
              -86.72,
              40.8
            ],
            [
              -86.71,
              40.81
            ],
            [
              -86.7,
              40.8
            ],
            [
              -86.69,
              40.8
            ],
            [
              -86.69,
              40.79
            ],
            [
              -86.7,
              40.78
            ],
            [
              -86.69,
              40.77
            ],
            [
              -86.69,
              40.76
            ],
            [
              -86.7,
              40.75
            ],
            [
              -86.7,
              40.74
            ],
            [
              -86.69,
              40.73
            ],
            [
              -86.68,
              40.73
            ],
            [
              -86.69,
              40.73
            ],
            [
              -86.7,
              40.73
            ],
            [
              -86.71,
              40.73
            ],
            [
              -86.7,
              40.74
            ],
            [
              -86.71,
              40.75
            ],
            [
              -86.72,
              40.76
            ],
            [
              -86.73,
              40.77
            ],
            [
              -86.74,
              40.77
            ],
            [
              -86.74,
              40.78
            ],
            [
              -86.74,
              40.79
            ],
            [
              -86.75,
              40.8
            ],
            [
              -86.74,
              40.81
            ],
            [
              -86.74,
              40.82
            ],
            [
              -86.75,
              40.83
            ],
            [
              -86.75,
              40.84
            ],
            [
              -86.75,
              40.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "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": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0452,
        "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": "59942251eed2e99d21cb4c0bd2d431e6cf467e15dcda407865cb6f89f8f0d4e0"
      },
      "receipt_sha256": "59942251eed2e99d21cb4c0bd2d431e6cf467e15dcda407865cb6f89f8f0d4e0"
    },
    {
      "storm_id": "935758",
      "lat": 35.7838,
      "lon": -90.5938,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3017.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5061
        },
        {
          "name": "alignment",
          "value": 0.8608
        },
        {
          "name": "tau",
          "value": 2.7798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 2.779813528060913,
      "coherence_diagnostics": {
        "tau": 2.779813528060913,
        "grad_tau": 0.12694156169891357,
        "torsion": 0.0,
        "alignment": 0.8608185648918152,
        "S_field": 0.3481154143810272,
        "Gamma_field": 0.27059122920036316,
        "S_over_Gamma": 1.286499261856079,
        "Da": 15.664782524108887,
        "E_coh": 0.8930338621139526,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.57,
              35.83
            ],
            [
              -90.57,
              35.76
            ],
            [
              -90.56,
              35.75
            ],
            [
              -90.57,
              35.74
            ],
            [
              -90.61,
              35.76
            ],
            [
              -90.63,
              35.76
            ],
            [
              -90.63,
              35.77
            ],
            [
              -90.61,
              35.77
            ],
            [
              -90.59,
              35.79
            ],
            [
              -90.59,
              35.8
            ],
            [
              -90.61,
              35.81
            ],
            [
              -90.61,
              35.82
            ],
            [
              -90.57,
              35.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "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": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0452,
        "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": "59942251eed2e99d21cb4c0bd2d431e6cf467e15dcda407865cb6f89f8f0d4e0"
      },
      "receipt_sha256": "59942251eed2e99d21cb4c0bd2d431e6cf467e15dcda407865cb6f89f8f0d4e0"
    },
    {
      "storm_id": "934754",
      "lat": 31.8807,
      "lon": -102.1171,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1174.0,
      "ebshear": 10.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1311
        },
        {
          "name": "alignment",
          "value": -0.1332
        },
        {
          "name": "tau",
          "value": 0.7504
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 0.7503689527511597,
      "coherence_diagnostics": {
        "tau": 0.7503689527511597,
        "grad_tau": 0.1976366937160492,
        "torsion": 0.0,
        "alignment": -0.1332421600818634,
        "S_field": 0.12154329568147659,
        "Gamma_field": 0.42559123039245605,
        "S_over_Gamma": 0.2855869233608246,
        "Da": 24.81621742248535,
        "E_coh": 0.9247778058052063,
        "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": [
          [
            [
              -102.15,
              31.94
            ],
            [
              -102.11,
              31.94
            ],
            [
              -102.09,
              31.92
            ],
            [
              -102.09,
              31.9
            ],
            [
              -102.07,
              31.87
            ],
            [
              -102.07,
              31.81
            ],
            [
              -102.08,
              31.82
            ],
            [
              -102.1,
              31.82
            ],
            [
              -102.13,
              31.85
            ],
            [
              -102.14,
              31.85
            ],
            [
              -102.14,
              31.86
            ],
            [
              -102.16,
              31.88
            ],
            [
              -102.16,
              31.93
            ],
            [
              -102.15,
              31.94
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "b3786d68e68cec09b3f4bc2e665173e5d88ba7e631db4d242ff2ce3ef8781915"
      },
      "receipt_sha256": "b3786d68e68cec09b3f4bc2e665173e5d88ba7e631db4d242ff2ce3ef8781915"
    },
    {
      "storm_id": "933474",
      "lat": 35.2833,
      "lon": -95.7433,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1880.0,
      "ebshear": 4.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0061
        },
        {
          "name": "alignment",
          "value": 1.4098
        },
        {
          "name": "tau",
          "value": 1.5891
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 1.589084506034851,
      "coherence_diagnostics": {
        "tau": 1.589084506034851,
        "grad_tau": 0.4167904555797577,
        "torsion": 0.0,
        "alignment": 1.409776210784912,
        "S_field": 0.460928738117218,
        "Gamma_field": 0.3089245855808258,
        "S_over_Gamma": 1.492042899131775,
        "Da": 18.586544036865234,
        "E_coh": 0.9730631709098816,
        "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": [
          [
            [
              -95.76,
              35.31
            ],
            [
              -95.73,
              35.31
            ],
            [
              -95.71,
              35.3
            ],
            [
              -95.71,
              35.26
            ],
            [
              -95.72,
              35.25
            ],
            [
              -95.76,
              35.25
            ],
            [
              -95.77,
              35.26
            ],
            [
              -95.77,
              35.3
            ],
            [
              -95.76,
              35.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "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": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0447,
        "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": "fe5b8600a3e65ef166876867d1a2e4116b2c4f0cac5de9f24462bc5afac6544c"
      },
      "receipt_sha256": "fe5b8600a3e65ef166876867d1a2e4116b2c4f0cac5de9f24462bc5afac6544c"
    },
    {
      "storm_id": "935639",
      "lat": 35.0265,
      "lon": -94.8988,
      "motion_east": 3.3,
      "motion_south": -4.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2166.0,
      "ebshear": 8.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5061
        },
        {
          "name": "alignment",
          "value": 1.0884
        },
        {
          "name": "tau",
          "value": 2.0643
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0446
      },
      "coherence_score": 2.064317226409912,
      "coherence_diagnostics": {
        "tau": 2.064317226409912,
        "grad_tau": 0.40445199608802795,
        "torsion": 0.0,
        "alignment": 1.0883922576904297,
        "S_field": 0.5491344928741455,
        "Gamma_field": 0.2780912220478058,
        "S_over_Gamma": 1.9746559858322144,
        "Da": 15.714510917663574,
        "E_coh": 0.9584032297134399,
        "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": [
          [
            [
              -94.95,
              35.08
            ],
            [
              -94.91,
              35.08
            ],
            [
              -94.87,
              35.05
            ],
            [
              -94.81,
              35.05
            ],
            [
              -94.81,
              35.03
            ],
            [
              -94.82,
              35.02
            ],
            [
              -94.82,
              34.98
            ],
            [
              -94.86,
              34.97
            ],
            [
              -94.87,
              34.96
            ],
            [
              -94.89,
              34.96
            ],
            [
              -94.91,
              34.99
            ],
            [
              -94.95,
              35.0
            ],
            [
              -94.96,
              35.02
            ],
            [
              -94.96,
              35.05
            ],
            [
              -94.97,
              35.06
            ],
            [
              -94.97,
              35.07
            ],
            [
              -94.95,
              35.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0446,
      "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": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0446,
        "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": "b3213e61db1ae417919c0305478cad460c4889835e2dc9da27d8d7f118bb0dc1"
      },
      "receipt_sha256": "b3213e61db1ae417919c0305478cad460c4889835e2dc9da27d8d7f118bb0dc1"
    },
    {
      "storm_id": "935542",
      "lat": 42.3292,
      "lon": -110.9225,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 539.0,
      "ebshear": 13.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6311
        },
        {
          "name": "alignment",
          "value": -0.4465
        },
        {
          "name": "tau",
          "value": 0.5796
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 0.579639196395874,
      "coherence_diagnostics": {
        "tau": 0.579639196395874,
        "grad_tau": 0.06056596711277962,
        "torsion": 0.0,
        "alignment": -0.4464946687221527,
        "S_field": 0.49899929761886597,
        "Gamma_field": 0.7997578978538513,
        "S_over_Gamma": 0.6239379644393921,
        "Da": 50.43954086303711,
        "E_coh": 0.8024704456329346,
        "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": [
          [
            [
              -110.95,
              42.37
            ],
            [
              -110.93,
              42.36
            ],
            [
              -110.88,
              42.36
            ],
            [
              -110.87,
              42.35
            ],
            [
              -110.88,
              42.33
            ],
            [
              -110.88,
              42.29
            ],
            [
              -110.9,
              42.27
            ],
            [
              -110.94,
              42.28
            ],
            [
              -110.96,
              42.3
            ],
            [
              -110.96,
              42.33
            ],
            [
              -110.97,
              42.34
            ],
            [
              -110.95,
              42.37
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "8a2858f47882657443e953a18ccfecd1fb04ab6f0701d05ae31fa961f5837105"
      },
      "receipt_sha256": "8a2858f47882657443e953a18ccfecd1fb04ab6f0701d05ae31fa961f5837105"
    },
    {
      "storm_id": "935720",
      "lat": 36.3767,
      "lon": -85.0489,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3572.0,
      "ebshear": 15.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.42,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8811
        },
        {
          "name": "alignment",
          "value": 1.7148
        },
        {
          "name": "tau",
          "value": 3.7922
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 3.7921721935272217,
      "coherence_diagnostics": {
        "tau": 3.7921721935272217,
        "grad_tau": 0.2498810887336731,
        "torsion": 0.0,
        "alignment": 1.7147704362869263,
        "S_field": 1.424338459968567,
        "Gamma_field": 0.2114245593547821,
        "S_over_Gamma": 6.736863613128662,
        "Da": 12.56892204284668,
        "E_coh": 0.9738186597824097,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.03,
              36.42
            ],
            [
              -85.01,
              36.4
            ],
            [
              -85.02,
              36.38
            ],
            [
              -85.02,
              36.32
            ],
            [
              -85.08,
              36.32
            ],
            [
              -85.09,
              36.33
            ],
            [
              -85.09,
              36.4
            ],
            [
              -85.07,
              36.4
            ],
            [
              -85.03,
              36.42
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "8a2858f47882657443e953a18ccfecd1fb04ab6f0701d05ae31fa961f5837105"
      },
      "receipt_sha256": "8a2858f47882657443e953a18ccfecd1fb04ab6f0701d05ae31fa961f5837105"
    },
    {
      "storm_id": "934793",
      "lat": 32.6723,
      "lon": -109.9069,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 652.0,
      "ebshear": 7.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0061
        },
        {
          "name": "alignment",
          "value": -0.8653
        },
        {
          "name": "tau",
          "value": 0.852
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.8519842624664307,
      "coherence_diagnostics": {
        "tau": 0.8519842624664307,
        "grad_tau": 0.19340600073337555,
        "torsion": 0.0,
        "alignment": -0.8652865886688232,
        "S_field": 0.22683250904083252,
        "Gamma_field": 0.5064245462417603,
        "S_over_Gamma": 0.44790977239608765,
        "Da": 30.73185920715332,
        "E_coh": 0.8821998834609985,
        "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": [
          [
            [
              -109.95,
              32.74
            ],
            [
              -109.88,
              32.74
            ],
            [
              -109.84,
              32.72
            ],
            [
              -109.83,
              32.7
            ],
            [
              -109.83,
              32.65
            ],
            [
              -109.85,
              32.61
            ],
            [
              -109.87,
              32.59
            ],
            [
              -109.92,
              32.59
            ],
            [
              -109.94,
              32.61
            ],
            [
              -109.95,
              32.65
            ],
            [
              -109.99,
              32.68
            ],
            [
              -109.99,
              32.72
            ],
            [
              -109.95,
              32.74
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ed68442dceecaa96a0af4a678908a3b1bdb1438809164e6bc948ab1eedfba0ad"
      },
      "receipt_sha256": "ed68442dceecaa96a0af4a678908a3b1bdb1438809164e6bc948ab1eedfba0ad"
    },
    {
      "storm_id": "935425",
      "lat": 24.5633,
      "lon": -78.3067,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3245.0,
      "ebshear": 18.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8811
        },
        {
          "name": "alignment",
          "value": 0.5118
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7526075839996338,
        "torsion": 0.0,
        "alignment": 0.5117721557617188,
        "S_field": 1.3862524032592773,
        "Gamma_field": 0.2530912458896637,
        "S_over_Gamma": 5.477283000946045,
        "Da": 15.01927375793457,
        "E_coh": 0.9606965184211731,
        "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": [
          [
            [
              -78.34,
              24.61
            ],
            [
              -78.32,
              24.61
            ],
            [
              -78.31,
              24.6
            ],
            [
              -78.27,
              24.6
            ],
            [
              -78.26,
              24.54
            ],
            [
              -78.25,
              24.53
            ],
            [
              -78.26,
              24.52
            ],
            [
              -78.3,
              24.52
            ],
            [
              -78.33,
              24.5
            ],
            [
              -78.35,
              24.52
            ],
            [
              -78.35,
              24.6
            ],
            [
              -78.34,
              24.61
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ed68442dceecaa96a0af4a678908a3b1bdb1438809164e6bc948ab1eedfba0ad"
      },
      "receipt_sha256": "ed68442dceecaa96a0af4a678908a3b1bdb1438809164e6bc948ab1eedfba0ad"
    },
    {
      "storm_id": "935744",
      "lat": 40.4259,
      "lon": -95.9886,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1671.0,
      "ebshear": 8.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7561
        },
        {
          "name": "alignment",
          "value": 0.2033
        },
        {
          "name": "tau",
          "value": 0.5467
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.5466845631599426,
      "coherence_diagnostics": {
        "tau": 0.5466845631599426,
        "grad_tau": 0.16285058856010437,
        "torsion": 0.0,
        "alignment": 0.20328199863433838,
        "S_field": 0.052953578531742096,
        "Gamma_field": 0.48559126257896423,
        "S_over_Gamma": 0.10904969274997711,
        "Da": 29.702484130859375,
        "E_coh": 0.20500369369983673,
        "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": [
          [
            [
              -95.98,
              40.46
            ],
            [
              -95.97,
              40.46
            ],
            [
              -95.96,
              40.46
            ],
            [
              -95.96,
              40.45
            ],
            [
              -95.96,
              40.44
            ],
            [
              -95.96,
              40.43
            ],
            [
              -95.96,
              40.42
            ],
            [
              -95.96,
              40.41
            ],
            [
              -95.96,
              40.4
            ],
            [
              -95.97,
              40.39
            ],
            [
              -95.96,
              40.38
            ],
            [
              -95.97,
              40.38
            ],
            [
              -95.98,
              40.38
            ],
            [
              -95.99,
              40.38
            ],
            [
              -95.98,
              40.39
            ],
            [
              -95.99,
              40.4
            ],
            [
              -95.99,
              40.41
            ],
            [
              -96.0,
              40.42
            ],
            [
              -96.01,
              40.43
            ],
            [
              -96.02,
              40.44
            ],
            [
              -96.03,
              40.44
            ],
            [
              -96.04,
              40.44
            ],
            [
              -96.04,
              40.45
            ],
            [
              -96.03,
              40.44
            ],
            [
              -96.02,
              40.44
            ],
            [
              -96.01,
              40.45
            ],
            [
              -96.0,
              40.45
            ],
            [
              -95.99,
              40.45
            ],
            [
              -95.98,
              40.46
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ed68442dceecaa96a0af4a678908a3b1bdb1438809164e6bc948ab1eedfba0ad"
      },
      "receipt_sha256": "ed68442dceecaa96a0af4a678908a3b1bdb1438809164e6bc948ab1eedfba0ad"
    },
    {
      "storm_id": "934805",
      "lat": 44.955,
      "lon": -104.8808,
      "motion_east": -2.0,
      "motion_south": -4.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 993.0,
      "ebshear": 12.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 1.07,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.0061
        },
        {
          "name": "alignment",
          "value": 0.3049
        },
        {
          "name": "tau",
          "value": 1.4461
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 1.4460713863372803,
      "coherence_diagnostics": {
        "tau": 1.4460713863372803,
        "grad_tau": 0.14599649608135223,
        "torsion": 0.0,
        "alignment": 0.3049379587173462,
        "S_field": 0.8202930688858032,
        "Gamma_field": 0.4222579002380371,
        "S_over_Gamma": 1.942635178565979,
        "Da": 26.879268646240234,
        "E_coh": 0.9272171854972839,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.91,
              45.03
            ],
            [
              -104.86,
              45.03
            ],
            [
              -104.82,
              45.01
            ],
            [
              -104.79,
              44.98
            ],
            [
              -104.79,
              44.94
            ],
            [
              -104.81,
              44.92
            ],
            [
              -104.87,
              44.91
            ],
            [
              -104.92,
              44.88
            ],
            [
              -104.95,
              44.88
            ],
            [
              -104.97,
              44.9
            ],
            [
              -104.97,
              44.95
            ],
            [
              -104.91,
              45.03
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "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": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.044,
        "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": "f69189794d5e1e52fcceabda32f25f5e9d1b4b1ecd6529b8edea870c6d6156e0"
      },
      "receipt_sha256": "f69189794d5e1e52fcceabda32f25f5e9d1b4b1ecd6529b8edea870c6d6156e0"
    },
    {
      "storm_id": "935746",
      "lat": 39.77,
      "lon": -112.9158,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 641.0,
      "ebshear": 10.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.7561
        },
        {
          "name": "alignment",
          "value": 0.5984
        },
        {
          "name": "tau",
          "value": 0.2569
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 0.25687968730926514,
      "coherence_diagnostics": {
        "tau": 0.25687968730926514,
        "grad_tau": 0.06243943050503731,
        "torsion": 0.0,
        "alignment": 0.598411500453949,
        "S_field": 0.07403579354286194,
        "Gamma_field": 0.897257924079895,
        "S_over_Gamma": 0.08251339197158813,
        "Da": 50.12595748901367,
        "E_coh": 0.024515951052308083,
        "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": [
          [
            [
              -112.94,
              39.8
            ],
            [
              -112.88,
              39.8
            ],
            [
              -112.88,
              39.79
            ],
            [
              -112.9,
              39.78
            ],
            [
              -112.9,
              39.76
            ],
            [
              -112.91,
              39.75
            ],
            [
              -112.89,
              39.73
            ],
            [
              -112.94,
              39.73
            ],
            [
              -112.93,
              39.74
            ],
            [
              -112.93,
              39.77
            ],
            [
              -112.95,
              39.79
            ],
            [
              -112.94,
              39.8
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "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": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.044,
        "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": "f69189794d5e1e52fcceabda32f25f5e9d1b4b1ecd6529b8edea870c6d6156e0"
      },
      "receipt_sha256": "f69189794d5e1e52fcceabda32f25f5e9d1b4b1ecd6529b8edea870c6d6156e0"
    },
    {
      "storm_id": "935681",
      "lat": 41.4507,
      "lon": -111.654,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 762.0,
      "ebshear": 17.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0061
        },
        {
          "name": "alignment",
          "value": 1.6751
        },
        {
          "name": "tau",
          "value": 0.5088
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.5088421702384949,
      "coherence_diagnostics": {
        "tau": 0.5088421702384949,
        "grad_tau": 0.10978511720895767,
        "torsion": 0.0,
        "alignment": 1.675126075744629,
        "S_field": 0.2516902983188629,
        "Gamma_field": 0.6014245748519897,
        "S_over_Gamma": 0.4184902012348175,
        "Da": 36.262672424316406,
        "E_coh": 0.7731573581695557,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.65,
              41.49
            ],
            [
              -111.61,
              41.48
            ],
            [
              -111.61,
              41.46
            ],
            [
              -111.6,
              41.45
            ],
            [
              -111.61,
              41.44
            ],
            [
              -111.61,
              41.42
            ],
            [
              -111.62,
              41.42
            ],
            [
              -111.66,
              41.39
            ],
            [
              -111.72,
              41.39
            ],
            [
              -111.71,
              41.44
            ],
            [
              -111.73,
              41.46
            ],
            [
              -111.69,
              41.47
            ],
            [
              -111.68,
              41.48
            ],
            [
              -111.66,
              41.48
            ],
            [
              -111.65,
              41.49
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "4b3377c988cc8d717f8dcc84d8aa98431c17ca445d633ea578c7703ecc27176b"
      },
      "receipt_sha256": "4b3377c988cc8d717f8dcc84d8aa98431c17ca445d633ea578c7703ecc27176b"
    },
    {
      "storm_id": "935711",
      "lat": 42.2636,
      "lon": -82.7945,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 496.0,
      "ebshear": 22.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0061
        },
        {
          "name": "alignment",
          "value": 0.7557
        },
        {
          "name": "tau",
          "value": 0.9116
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.9116477370262146,
      "coherence_diagnostics": {
        "tau": 0.9116477370262146,
        "grad_tau": 0.25756362080574036,
        "torsion": 0.0,
        "alignment": 0.7556849122047424,
        "S_field": 0.14561422169208527,
        "Gamma_field": 1.1839245557785034,
        "S_over_Gamma": 0.12299282103776932,
        "Da": 69.07325744628906,
        "E_coh": 0.10867978632450104,
        "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": [
          [
            [
              -82.82,
              42.31
            ],
            [
              -82.77,
              42.31
            ],
            [
              -82.77,
              42.29
            ],
            [
              -82.78,
              42.28
            ],
            [
              -82.78,
              42.24
            ],
            [
              -82.77,
              42.23
            ],
            [
              -82.78,
              42.22
            ],
            [
              -82.82,
              42.22
            ],
            [
              -82.82,
              42.24
            ],
            [
              -82.81,
              42.25
            ],
            [
              -82.82,
              42.31
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "4b3377c988cc8d717f8dcc84d8aa98431c17ca445d633ea578c7703ecc27176b"
      },
      "receipt_sha256": "4b3377c988cc8d717f8dcc84d8aa98431c17ca445d633ea578c7703ecc27176b"
    },
    {
      "storm_id": "935134",
      "lat": 39.8862,
      "lon": -80.9269,
      "motion_east": 1.4,
      "motion_south": 0.6,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3638.0,
      "ebshear": 31.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.43,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1311
        },
        {
          "name": "alignment",
          "value": 0.9204
        },
        {
          "name": "tau",
          "value": 2.5448
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 2.5447700023651123,
      "coherence_diagnostics": {
        "tau": 2.5447700023651123,
        "grad_tau": 0.18469133973121643,
        "torsion": 0.0,
        "alignment": 0.9203781485557556,
        "S_field": 0.5994203686714172,
        "Gamma_field": 0.3822579085826874,
        "S_over_Gamma": 1.5681045055389404,
        "Da": 23.357519149780273,
        "E_coh": 0.948632001876831,
        "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": [
          [
            [
              -80.96,
              39.92
            ],
            [
              -80.94,
              39.92
            ],
            [
              -80.93,
              39.91
            ],
            [
              -80.91,
              39.92
            ],
            [
              -80.89,
              39.9
            ],
            [
              -80.88,
              39.88
            ],
            [
              -80.88,
              39.85
            ],
            [
              -80.9,
              39.83
            ],
            [
              -80.93,
              39.83
            ],
            [
              -80.95,
              39.85
            ],
            [
              -80.95,
              39.88
            ],
            [
              -80.97,
              39.91
            ],
            [
              -80.96,
              39.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "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": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0438,
        "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": "93fe6eee9cb1818f8ac6dfe6df213a4b937e166a5489e377056801f3e598b023"
      },
      "receipt_sha256": "93fe6eee9cb1818f8ac6dfe6df213a4b937e166a5489e377056801f3e598b023"
    },
    {
      "storm_id": "935569",
      "lat": 43.8292,
      "lon": -113.0515,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 541.0,
      "ebshear": 14.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.6311
        },
        {
          "name": "alignment",
          "value": 2.6352
        },
        {
          "name": "tau",
          "value": 0.5033
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 0.5032956600189209,
      "coherence_diagnostics": {
        "tau": 0.5032956600189209,
        "grad_tau": 0.07583104074001312,
        "torsion": 0.0,
        "alignment": 2.635239601135254,
        "S_field": 0.23176144063472748,
        "Gamma_field": 0.6522579193115234,
        "S_over_Gamma": 0.3553217649459839,
        "Da": 37.05636215209961,
        "E_coh": 0.2700340747833252,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.04,
              43.88
            ],
            [
              -113.03,
              43.87
            ],
            [
              -113.01,
              43.83
            ],
            [
              -113.01,
              43.81
            ],
            [
              -113.0,
              43.8
            ],
            [
              -113.03,
              43.78
            ],
            [
              -113.04,
              43.79
            ],
            [
              -113.1,
              43.79
            ],
            [
              -113.11,
              43.8
            ],
            [
              -113.1,
              43.83
            ],
            [
              -113.08,
              43.85
            ],
            [
              -113.08,
              43.87
            ],
            [
              -113.04,
              43.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "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": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0437,
        "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": "96f31b380b323a2d28073fdda9fd946c5f5eae8359e37de111d50bcded72fab3"
      },
      "receipt_sha256": "96f31b380b323a2d28073fdda9fd946c5f5eae8359e37de111d50bcded72fab3"
    },
    {
      "storm_id": "935680",
      "lat": 41.9962,
      "lon": -88.7423,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3103.0,
      "ebshear": 11.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0061
        },
        {
          "name": "alignment",
          "value": 2.4301
        },
        {
          "name": "tau",
          "value": 2.0691
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 2.0690855979919434,
      "coherence_diagnostics": {
        "tau": 2.0690855979919434,
        "grad_tau": 0.18287305533885956,
        "torsion": 0.0,
        "alignment": 2.430084705352783,
        "S_field": 1.1307170391082764,
        "Gamma_field": 0.33059123158454895,
        "S_over_Gamma": 3.4202873706817627,
        "Da": 20.941280364990234,
        "E_coh": 0.9506419897079468,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.79,
              42.05
            ],
            [
              -88.71,
              42.05
            ],
            [
              -88.69,
              42.04
            ],
            [
              -88.69,
              41.99
            ],
            [
              -88.7,
              41.97
            ],
            [
              -88.71,
              41.96
            ],
            [
              -88.73,
              41.96
            ],
            [
              -88.74,
              41.97
            ],
            [
              -88.75,
              41.96
            ],
            [
              -88.77,
              41.97
            ],
            [
              -88.8,
              41.97
            ],
            [
              -88.78,
              42.01
            ],
            [
              -88.79,
              42.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "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": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0435,
        "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": "e10ae4b1246e01049e8fae8faa17c40d7db090d35c7f263c56a1c7fc4109b78d"
      },
      "receipt_sha256": "e10ae4b1246e01049e8fae8faa17c40d7db090d35c7f263c56a1c7fc4109b78d"
    },
    {
      "storm_id": "935198",
      "lat": 40.733,
      "lon": -116.522,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1146.0,
      "ebshear": 24.0,
      "srh01": 21.0,
      "maxllaz": 0.007,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 7.6311
        },
        {
          "name": "alignment",
          "value": -1.4813
        },
        {
          "name": "tau",
          "value": 0.3465
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0434
      },
      "coherence_score": 0.34645402431488037,
      "coherence_diagnostics": {
        "tau": 0.34645402431488037,
        "grad_tau": 0.05585727468132973,
        "torsion": 0.0,
        "alignment": -1.4813275337219238,
        "S_field": 0.10473385453224182,
        "Gamma_field": 0.5297579169273376,
        "S_over_Gamma": 0.1977013498544693,
        "Da": 29.844440460205078,
        "E_coh": 0.31687334179878235,
        "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": [
          [
            [
              -116.54,
              40.77
            ],
            [
              -116.52,
              40.77
            ],
            [
              -116.5,
              40.75
            ],
            [
              -116.5,
              40.73
            ],
            [
              -116.49,
              40.72
            ],
            [
              -116.49,
              40.7
            ],
            [
              -116.5,
              40.69
            ],
            [
              -116.56,
              40.69
            ],
            [
              -116.58,
              40.74
            ],
            [
              -116.54,
              40.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0434,
      "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": "4509a84e807f482be8b5420a759f54584d2b1b1fad2842078412333a5df11200",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0434,
        "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": "7350c20838a14a041f1738f25acdaf0f7291361acc28ee977b690c980b24e92a"
      },
      "receipt_sha256": "7350c20838a14a041f1738f25acdaf0f7291361acc28ee977b690c980b24e92a"
    },
    {
      "storm_id": "935111",
      "lat": 36.4075,
      "lon": -85.2458,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3459.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.42,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.8811
        },
        {
          "name": "alignment",
          "value": 1.7148
        },
        {
          "name": "tau",
          "value": 3.7922
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 3.7921721935272217,
      "coherence_diagnostics": {
        "tau": 3.7921721935272217,
        "grad_tau": 0.2498810887336731,
        "torsion": 0.0,
        "alignment": 1.7147704362869263,
        "S_field": 1.424338459968567,
        "Gamma_field": 0.2114245593547821,
        "S_over_Gamma": 6.736863613128662,
        "Da": 12.56892204284668,
        "E_coh": 0.9738186597824097,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.26,
              36.45
            ],
            [
              -85.25,
              36.44
            ],
            [
              -85.21,
              36.44
            ],
            [
              -85.2,
              36.43
            ],
            [
              -85.2,
              36.39
            ],
            [
              -85.21,
              36.38
            ],
            [
              -85.23,
              36.38
            ],
            [
              -85.24,
              36.37
            ],
            [
              -85.29,
              36.37
            ],
            [
              -85.3,
              36.38
            ],
            [
              -85.3,
              36.41
            ],
            [
              -85.26,
              36.45
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "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": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.043,
        "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": "da10981a6b909a55a45936050a8135aafe70715c3a751c6f1bdb53a772ea8e39"
      },
      "receipt_sha256": "da10981a6b909a55a45936050a8135aafe70715c3a751c6f1bdb53a772ea8e39"
    },
    {
      "storm_id": "935597",
      "lat": 38.9843,
      "lon": -91.3474,
      "motion_east": 1.2,
      "motion_south": 0.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2684.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1311
        },
        {
          "name": "alignment",
          "value": -1.2975
        },
        {
          "name": "tau",
          "value": 1.7026
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 1.7026162147521973,
      "coherence_diagnostics": {
        "tau": 1.7026162147521973,
        "grad_tau": 0.1304735690355301,
        "torsion": 0.0,
        "alignment": -1.297520399093628,
        "S_field": 0.1437063068151474,
        "Gamma_field": 0.3247579336166382,
        "S_over_Gamma": 0.44250282645225525,
        "Da": 19.859907150268555,
        "E_coh": 0.6593366265296936,
        "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": [
          [
            [
              -91.29,
              39.09
            ],
            [
              -91.25,
              39.09
            ],
            [
              -91.23,
              39.07
            ],
            [
              -91.23,
              39.0
            ],
            [
              -91.25,
              38.99
            ],
            [
              -91.29,
              38.99
            ],
            [
              -91.3,
              39.0
            ],
            [
              -91.32,
              38.99
            ],
            [
              -91.34,
              38.95
            ],
            [
              -91.35,
              38.95
            ],
            [
              -91.4,
              38.89
            ],
            [
              -91.45,
              38.87
            ],
            [
              -91.46,
              38.89
            ],
            [
              -91.46,
              38.92
            ],
            [
              -91.45,
              38.93
            ],
            [
              -91.43,
              38.93
            ],
            [
              -91.41,
              38.95
            ],
            [
              -91.41,
              38.97
            ],
            [
              -91.39,
              38.99
            ],
            [
              -91.35,
              39.0
            ],
            [
              -91.32,
              39.03
            ],
            [
              -91.32,
              39.06
            ],
            [
              -91.29,
              39.09
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "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": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.043,
        "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": "da10981a6b909a55a45936050a8135aafe70715c3a751c6f1bdb53a772ea8e39"
      },
      "receipt_sha256": "da10981a6b909a55a45936050a8135aafe70715c3a751c6f1bdb53a772ea8e39"
    },
    {
      "storm_id": "935760",
      "lat": 33.445,
      "lon": -94.965,
      "motion_east": 2.0,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2245.0,
      "ebshear": 13.0,
      "srh01": 36.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6311
        },
        {
          "name": "alignment",
          "value": 1.2404
        },
        {
          "name": "tau",
          "value": 1.6909
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 1.6908771991729736,
      "coherence_diagnostics": {
        "tau": 1.6908771991729736,
        "grad_tau": 0.3384740650653839,
        "torsion": 0.0,
        "alignment": 1.240356683731079,
        "S_field": 0.2052176594734192,
        "Gamma_field": 0.3689245879650116,
        "S_over_Gamma": 0.5562590956687927,
        "Da": 20.595184326171875,
        "E_coh": 0.8862177729606628,
        "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": [
          [
            [
              -94.99,
              33.47
            ],
            [
              -94.95,
              33.47
            ],
            [
              -94.94,
              33.46
            ],
            [
              -94.93,
              33.42
            ],
            [
              -94.94,
              33.41
            ],
            [
              -94.98,
              33.41
            ],
            [
              -95.0,
              33.45
            ],
            [
              -94.99,
              33.47
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ad76cfe78c41a3615398ad4fd6aa2d42201d8b9a4121481dd3e9d967afdba41e"
      },
      "receipt_sha256": "ad76cfe78c41a3615398ad4fd6aa2d42201d8b9a4121481dd3e9d967afdba41e"
    },
    {
      "storm_id": "934320",
      "lat": 29.84,
      "lon": -82.0977,
      "motion_east": 0.5,
      "motion_south": 1.7,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2374.0,
      "ebshear": 14.0,
      "srh01": 19.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7561
        },
        {
          "name": "alignment",
          "value": 1.3227
        },
        {
          "name": "tau",
          "value": 3.3671
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 3.367093324661255,
      "coherence_diagnostics": {
        "tau": 3.367093324661255,
        "grad_tau": 0.5005481243133545,
        "torsion": 0.0,
        "alignment": 1.3227035999298096,
        "S_field": 1.1173347234725952,
        "Gamma_field": 0.2664245665073395,
        "S_over_Gamma": 4.193812847137451,
        "Da": 17.723901748657227,
        "E_coh": 0.9910020232200623,
        "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": [
          [
            [
              -82.15,
              29.88
            ],
            [
              -82.08,
              29.88
            ],
            [
              -82.07,
              29.87
            ],
            [
              -82.03,
              29.87
            ],
            [
              -82.02,
              29.86
            ],
            [
              -82.02,
              29.8
            ],
            [
              -82.04,
              29.79
            ],
            [
              -82.1,
              29.79
            ],
            [
              -82.11,
              29.8
            ],
            [
              -82.16,
              29.81
            ],
            [
              -82.17,
              29.82
            ],
            [
              -82.17,
              29.87
            ],
            [
              -82.15,
              29.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "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": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0425,
        "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": "ec7b0be51e5e6af95ebc351f770d7dc0a13c52852c75fe01e22978813bd86004"
      },
      "receipt_sha256": "ec7b0be51e5e6af95ebc351f770d7dc0a13c52852c75fe01e22978813bd86004"
    },
    {
      "storm_id": "934847",
      "lat": 42.3836,
      "lon": -110.7807,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 589.0,
      "ebshear": 16.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2561
        },
        {
          "name": "alignment",
          "value": 0.8217
        },
        {
          "name": "tau",
          "value": 0.6077
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.6076977252960205,
      "coherence_diagnostics": {
        "tau": 0.6076977252960205,
        "grad_tau": 0.03027530573308468,
        "torsion": 0.0,
        "alignment": 0.8216791152954102,
        "S_field": 0.3281814754009247,
        "Gamma_field": 0.6739245653152466,
        "S_over_Gamma": 0.4869706332683563,
        "Da": 42.296817779541016,
        "E_coh": 0.8849945068359375,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.8,
              42.43
            ],
            [
              -110.73,
              42.43
            ],
            [
              -110.73,
              42.42
            ],
            [
              -110.7,
              42.39
            ],
            [
              -110.7,
              42.37
            ],
            [
              -110.73,
              42.33
            ],
            [
              -110.78,
              42.33
            ],
            [
              -110.79,
              42.34
            ],
            [
              -110.82,
              42.34
            ],
            [
              -110.85,
              42.36
            ],
            [
              -110.84,
              42.37
            ],
            [
              -110.85,
              42.41
            ],
            [
              -110.81,
              42.42
            ],
            [
              -110.8,
              42.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "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": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0424,
        "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": "2dca91e4984f45ca711d906a4ba9007b74db80c4ef014fff213dd7220601ec43"
      },
      "receipt_sha256": "2dca91e4984f45ca711d906a4ba9007b74db80c4ef014fff213dd7220601ec43"
    },
    {
      "storm_id": "935667",
      "lat": 33.2208,
      "lon": -111.93,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1306.0,
      "ebshear": 18.0,
      "srh01": 5.0,
      "maxllaz": 0.006,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3811
        },
        {
          "name": "alignment",
          "value": 0.356
        },
        {
          "name": "tau",
          "value": 0.565
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.5650367736816406,
      "coherence_diagnostics": {
        "tau": 0.5650367736816406,
        "grad_tau": 0.057278309017419815,
        "torsion": 0.0,
        "alignment": 0.3559814393520355,
        "S_field": 0.05980389565229416,
        "Gamma_field": 1.0280911922454834,
        "S_over_Gamma": 0.058169834315776825,
        "Da": 60.478797912597656,
        "E_coh": 0.2497270405292511,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.94,
              33.27
            ],
            [
              -111.92,
              33.26
            ],
            [
              -111.9,
              33.27
            ],
            [
              -111.87,
              33.27
            ],
            [
              -111.88,
              33.17
            ],
            [
              -111.9,
              33.16
            ],
            [
              -111.92,
              33.17
            ],
            [
              -111.95,
              33.17
            ],
            [
              -111.97,
              33.19
            ],
            [
              -111.96,
              33.2
            ],
            [
              -111.97,
              33.22
            ],
            [
              -111.97,
              33.25
            ],
            [
              -111.94,
              33.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "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": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0424,
        "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": "2dca91e4984f45ca711d906a4ba9007b74db80c4ef014fff213dd7220601ec43"
      },
      "receipt_sha256": "2dca91e4984f45ca711d906a4ba9007b74db80c4ef014fff213dd7220601ec43"
    },
    {
      "storm_id": "934868",
      "lat": 32.395,
      "lon": -82.7883,
      "motion_east": 2.6,
      "motion_south": 4.7,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3365.0,
      "ebshear": 21.0,
      "srh01": 5.0,
      "maxllaz": 0.008,
      "mesh": 0.67,
      "flash_rate": 29.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.6311
        },
        {
          "name": "alignment",
          "value": 1.2028
        },
        {
          "name": "tau",
          "value": 2.7634
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 2.763376235961914,
      "coherence_diagnostics": {
        "tau": 2.763376235961914,
        "grad_tau": 0.0862918496131897,
        "torsion": 0.0,
        "alignment": 1.2028273344039917,
        "S_field": 0.72237229347229,
        "Gamma_field": 0.30725789070129395,
        "S_over_Gamma": 2.35102915763855,
        "Da": 19.765562057495117,
        "E_coh": 0.9907479882240295,
        "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": [
          [
            [
              -82.85,
              32.5
            ],
            [
              -82.8,
              32.5
            ],
            [
              -82.78,
              32.48
            ],
            [
              -82.78,
              32.46
            ],
            [
              -82.76,
              32.44
            ],
            [
              -82.76,
              32.41
            ],
            [
              -82.73,
              32.37
            ],
            [
              -82.74,
              32.35
            ],
            [
              -82.73,
              32.34
            ],
            [
              -82.74,
              32.32
            ],
            [
              -82.76,
              32.31
            ],
            [
              -82.76,
              32.3
            ],
            [
              -82.77,
              32.31
            ],
            [
              -82.78,
              32.3
            ],
            [
              -82.82,
              32.32
            ],
            [
              -82.9,
              32.43
            ],
            [
              -82.88,
              32.47
            ],
            [
              -82.85,
              32.5
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "8b394de599e557c875d1ebe04f94efa8f6389c6ae43a89373ec382f12052dcdf"
      },
      "receipt_sha256": "8b394de599e557c875d1ebe04f94efa8f6389c6ae43a89373ec382f12052dcdf"
    },
    {
      "storm_id": "935579",
      "lat": 37.4438,
      "lon": -114.3075,
      "motion_east": 2.7,
      "motion_south": 1.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 981.0,
      "ebshear": 11.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1311
        },
        {
          "name": "alignment",
          "value": -1.6106
        },
        {
          "name": "tau",
          "value": 0.2363
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0422
      },
      "coherence_score": 0.2363145798444748,
      "coherence_diagnostics": {
        "tau": 0.2363145798444748,
        "grad_tau": 0.03186307102441788,
        "torsion": 0.0,
        "alignment": -1.6106373071670532,
        "S_field": 0.051391713321208954,
        "Gamma_field": 1.0997579097747803,
        "S_over_Gamma": 0.04673002287745476,
        "Da": 63.14337921142578,
        "E_coh": 0.06541726738214493,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.32,
              37.47
            ],
            [
              -114.28,
              37.47
            ],
            [
              -114.27,
              37.46
            ],
            [
              -114.27,
              37.43
            ],
            [
              -114.3,
              37.4
            ],
            [
              -114.35,
              37.4
            ],
            [
              -114.35,
              37.45
            ],
            [
              -114.32,
              37.47
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "50a73b800e70845e054658f422911e2cbf374c7171a9066205a128048d0d3275"
      },
      "receipt_sha256": "50a73b800e70845e054658f422911e2cbf374c7171a9066205a128048d0d3275"
    },
    {
      "storm_id": "935284",
      "lat": 45.1453,
      "lon": -104.7347,
      "motion_east": -2.0,
      "motion_south": -4.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1005.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.36,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.0061
        },
        {
          "name": "alignment",
          "value": 0.3049
        },
        {
          "name": "tau",
          "value": 1.4461
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 1.4460713863372803,
      "coherence_diagnostics": {
        "tau": 1.4460713863372803,
        "grad_tau": 0.14599649608135223,
        "torsion": 0.0,
        "alignment": 0.3049379587173462,
        "S_field": 0.8202930688858032,
        "Gamma_field": 0.4222579002380371,
        "S_over_Gamma": 1.942635178565979,
        "Da": 26.879268646240234,
        "E_coh": 0.9272171854972839,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.8,
              45.25
            ],
            [
              -104.72,
              45.24
            ],
            [
              -104.69,
              45.22
            ],
            [
              -104.69,
              45.16
            ],
            [
              -104.7,
              45.15
            ],
            [
              -104.67,
              45.12
            ],
            [
              -104.66,
              45.12
            ],
            [
              -104.64,
              45.09
            ],
            [
              -104.64,
              45.07
            ],
            [
              -104.68,
              45.03
            ],
            [
              -104.76,
              45.03
            ],
            [
              -104.85,
              45.13
            ],
            [
              -104.85,
              45.15
            ],
            [
              -104.87,
              45.17
            ],
            [
              -104.8,
              45.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "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": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0419,
        "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": "ae68d521d4f2cdfd8c5cbd3e34c23838ceb222ec81c495475778b8d081c48f24"
      },
      "receipt_sha256": "ae68d521d4f2cdfd8c5cbd3e34c23838ceb222ec81c495475778b8d081c48f24"
    },
    {
      "storm_id": "935324",
      "lat": 39.2378,
      "lon": -93.0506,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1574.0,
      "ebshear": 12.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7561
        },
        {
          "name": "alignment",
          "value": 1.4983
        },
        {
          "name": "tau",
          "value": 1.6525
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 1.652484655380249,
      "coherence_diagnostics": {
        "tau": 1.652484655380249,
        "grad_tau": 0.2534968852996826,
        "torsion": 0.0,
        "alignment": 1.4983409643173218,
        "S_field": 0.6565878391265869,
        "Gamma_field": 0.2897579073905945,
        "S_over_Gamma": 2.2659876346588135,
        "Da": 17.10342788696289,
        "E_coh": 0.9782335162162781,
        "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": [
          [
            [
              -93.11,
              39.3
            ],
            [
              -93.04,
              39.3
            ],
            [
              -93.0,
              39.26
            ],
            [
              -92.99,
              39.26
            ],
            [
              -92.99,
              39.24
            ],
            [
              -92.98,
              39.23
            ],
            [
              -92.98,
              39.19
            ],
            [
              -92.99,
              39.18
            ],
            [
              -93.02,
              39.18
            ],
            [
              -93.03,
              39.17
            ],
            [
              -93.03,
              39.18
            ],
            [
              -93.06,
              39.22
            ],
            [
              -93.1,
              39.23
            ],
            [
              -93.11,
              39.24
            ],
            [
              -93.13,
              39.24
            ],
            [
              -93.13,
              39.27
            ],
            [
              -93.11,
              39.29
            ],
            [
              -93.11,
              39.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "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": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0419,
        "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": "ae68d521d4f2cdfd8c5cbd3e34c23838ceb222ec81c495475778b8d081c48f24"
      },
      "receipt_sha256": "ae68d521d4f2cdfd8c5cbd3e34c23838ceb222ec81c495475778b8d081c48f24"
    },
    {
      "storm_id": "935702",
      "lat": 47.4386,
      "lon": -122.8986,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 147.0,
      "ebshear": 34.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7561
        },
        {
          "name": "alignment",
          "value": 0.0038
        },
        {
          "name": "tau",
          "value": 0.2632
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0418
      },
      "coherence_score": 0.2631605863571167,
      "coherence_diagnostics": {
        "tau": 0.2631605863571167,
        "grad_tau": 0.10629581660032272,
        "torsion": 0.0,
        "alignment": 0.003796815872192383,
        "S_field": 0.1419329047203064,
        "Gamma_field": 0.16142456233501434,
        "S_over_Gamma": 0.8792521953582764,
        "Da": 10.33695125579834,
        "E_coh": 0.05815831571817398,
        "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": [
          [
            [
              -122.92,
              47.47
            ],
            [
              -122.87,
              47.47
            ],
            [
              -122.87,
              47.42
            ],
            [
              -122.88,
              47.41
            ],
            [
              -122.91,
              47.41
            ],
            [
              -122.92,
              47.42
            ],
            [
              -122.92,
              47.47
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "c2c7674d193c2c52ef1cfc6bce8365f07089cf750ab347ddaef5c24b69fdcf60"
      },
      "receipt_sha256": "c2c7674d193c2c52ef1cfc6bce8365f07089cf750ab347ddaef5c24b69fdcf60"
    },
    {
      "storm_id": "935738",
      "lat": 47.69,
      "lon": -123.0833,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 211.0,
      "ebshear": 26.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7561
        },
        {
          "name": "alignment",
          "value": 0.0038
        },
        {
          "name": "tau",
          "value": 0.2632
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.2631605863571167,
      "coherence_diagnostics": {
        "tau": 0.2631605863571167,
        "grad_tau": 0.10629581660032272,
        "torsion": 0.0,
        "alignment": 0.003796815872192383,
        "S_field": 0.1419329047203064,
        "Gamma_field": 0.16142456233501434,
        "S_over_Gamma": 0.8792521953582764,
        "Da": 10.33695125579834,
        "E_coh": 0.05815831571817398,
        "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": [
          [
            [
              -123.1,
              47.72
            ],
            [
              -123.06,
              47.72
            ],
            [
              -123.05,
              47.7
            ],
            [
              -123.05,
              47.67
            ],
            [
              -123.07,
              47.65
            ],
            [
              -123.1,
              47.65
            ],
            [
              -123.11,
              47.67
            ],
            [
              -123.11,
              47.71
            ],
            [
              -123.1,
              47.72
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "62a45f0dbb546ccef4edc8da4bbddac3772de1d28a1174294d5456d702d2c067"
      },
      "receipt_sha256": "62a45f0dbb546ccef4edc8da4bbddac3772de1d28a1174294d5456d702d2c067"
    },
    {
      "storm_id": "935409",
      "lat": 37.0745,
      "lon": -114.3945,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1436.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0061
        },
        {
          "name": "alignment",
          "value": -0.5589
        },
        {
          "name": "tau",
          "value": 0.2734
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0416
      },
      "coherence_score": 0.2733740210533142,
      "coherence_diagnostics": {
        "tau": 0.2733740210533142,
        "grad_tau": 0.047541793435811996,
        "torsion": 0.0,
        "alignment": -0.5588798522949219,
        "S_field": 0.04272927716374397,
        "Gamma_field": 0.5905912518501282,
        "S_over_Gamma": 0.07235000282526016,
        "Da": 34.65034103393555,
        "E_coh": 0.5213077068328857,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.41,
              37.11
            ],
            [
              -114.38,
              37.11
            ],
            [
              -114.36,
              37.09
            ],
            [
              -114.36,
              37.07
            ],
            [
              -114.34,
              37.05
            ],
            [
              -114.36,
              37.03
            ],
            [
              -114.42,
              37.03
            ],
            [
              -114.44,
              37.05
            ],
            [
              -114.43,
              37.07
            ],
            [
              -114.43,
              37.1
            ],
            [
              -114.41,
              37.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0416,
      "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": "1e8b69e49a95665cd50e4c1f7ded72a8e6df6234053bd08e111167ebc5926f95",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0416,
        "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": "1e4ee0e1bdb38aba06995be5cecf6c1c6ca2d5f9d85ddcee3ed76aba536a4573"
      },
      "receipt_sha256": "1e4ee0e1bdb38aba06995be5cecf6c1c6ca2d5f9d85ddcee3ed76aba536a4573"
    },
    {
      "storm_id": "935479",
      "lat": 40.5367,
      "lon": -116.6367,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 985.0,
      "ebshear": 22.0,
      "srh01": 25.0,
      "maxllaz": 0.007,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 9.1311
        },
        {
          "name": "alignment",
          "value": 1.7115
        },
        {
          "name": "tau",
          "value": 0.4158
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 0.41583096981048584,
      "coherence_diagnostics": {
        "tau": 0.41583096981048584,
        "grad_tau": 0.09079380333423615,
        "torsion": 0.0,
        "alignment": 1.711464762687683,
        "S_field": 0.1261707991361618,
        "Gamma_field": 0.5247578620910645,
        "S_over_Gamma": 0.24043622612953186,
        "Da": 30.83648681640625,
        "E_coh": 0.33064404129981995,
        "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": [
          [
            [
              -116.65,
              40.58
            ],
            [
              -116.6,
              40.58
            ],
            [
              -116.58,
              40.54
            ],
            [
              -116.61,
              40.51
            ],
            [
              -116.63,
              40.52
            ],
            [
              -116.65,
              40.5
            ],
            [
              -116.68,
              40.5
            ],
            [
              -116.68,
              40.52
            ],
            [
              -116.65,
              40.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "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": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0415,
        "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": "00afddbc43303e92baad981e51062a5e944a14b0dfcc6a9e57bc53c1588c0000"
      },
      "receipt_sha256": "00afddbc43303e92baad981e51062a5e944a14b0dfcc6a9e57bc53c1588c0000"
    },
    {
      "storm_id": "934510",
      "lat": 38.4491,
      "lon": -89.7382,
      "motion_east": 0.5,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3541.0,
      "ebshear": 12.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2561
        },
        {
          "name": "alignment",
          "value": 1.8658
        },
        {
          "name": "tau",
          "value": 2.3004
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 2.3004062175750732,
      "coherence_diagnostics": {
        "tau": 2.3004062175750732,
        "grad_tau": 0.6029594540596008,
        "torsion": 0.0,
        "alignment": 1.8657580614089966,
        "S_field": 0.5348513722419739,
        "Gamma_field": 0.3055912256240845,
        "S_over_Gamma": 1.750218391418457,
        "Da": 18.737585067749023,
        "E_coh": 0.914484977722168,
        "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": [
          [
            [
              -89.77,
              38.49
            ],
            [
              -89.73,
              38.49
            ],
            [
              -89.71,
              38.47
            ],
            [
              -89.7,
              38.47
            ],
            [
              -89.68,
              38.45
            ],
            [
              -89.68,
              38.41
            ],
            [
              -89.71,
              38.39
            ],
            [
              -89.77,
              38.39
            ],
            [
              -89.8,
              38.42
            ],
            [
              -89.8,
              38.47
            ],
            [
              -89.77,
              38.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "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": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0414,
        "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": "3b9a74ca79ffbb5fee90dd8899ff77f7ef7060512d3aabedd15150f5cd2e5ab5"
      },
      "receipt_sha256": "3b9a74ca79ffbb5fee90dd8899ff77f7ef7060512d3aabedd15150f5cd2e5ab5"
    },
    {
      "storm_id": "935491",
      "lat": 36.7846,
      "lon": -112.5392,
      "motion_east": -2.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 554.0,
      "ebshear": 29.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 0.53,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7561
        },
        {
          "name": "alignment",
          "value": 4.0609
        },
        {
          "name": "tau",
          "value": 0.3396
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0413
      },
      "coherence_score": 0.33958297967910767,
      "coherence_diagnostics": {
        "tau": 0.33958297967910767,
        "grad_tau": 0.08712851256132126,
        "torsion": 0.0,
        "alignment": 4.060906887054443,
        "S_field": 0.03738977760076523,
        "Gamma_field": 0.4889245629310608,
        "S_over_Gamma": 0.07647351175546646,
        "Da": 28.422685623168945,
        "E_coh": 0.22537685930728912,
        "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": [
          [
            [
              -112.58,
              36.84
            ],
            [
              -112.56,
              36.83
            ],
            [
              -112.55,
              36.84
            ],
            [
              -112.47,
              36.83
            ],
            [
              -112.44,
              36.79
            ],
            [
              -112.44,
              36.73
            ],
            [
              -112.46,
              36.71
            ],
            [
              -112.53,
              36.71
            ],
            [
              -112.59,
              36.74
            ],
            [
              -112.59,
              36.75
            ],
            [
              -112.61,
              36.77
            ],
            [
              -112.61,
              36.82
            ],
            [
              -112.58,
              36.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0413,
      "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": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0413,
        "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": "46dc84f39f19b28d83d7c6b30ca7a2f255075b6daecfe5bc90290460897ad17e"
      },
      "receipt_sha256": "46dc84f39f19b28d83d7c6b30ca7a2f255075b6daecfe5bc90290460897ad17e"
    },
    {
      "storm_id": "934111",
      "lat": 39.5235,
      "lon": -96.1476,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1598.0,
      "ebshear": 8.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0061
        },
        {
          "name": "alignment",
          "value": 0.6461
        },
        {
          "name": "tau",
          "value": 0.7289
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.7288690805435181,
      "coherence_diagnostics": {
        "tau": 0.7288690805435181,
        "grad_tau": 0.23533903062343597,
        "torsion": 0.0,
        "alignment": 0.6460874676704407,
        "S_field": 0.26018017530441284,
        "Gamma_field": 0.39559125900268555,
        "S_over_Gamma": 0.6576995253562927,
        "Da": 24.313861846923828,
        "E_coh": 0.9473515748977661,
        "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": [
          [
            [
              -96.17,
              39.6
            ],
            [
              -96.14,
              39.6
            ],
            [
              -96.11,
              39.57
            ],
            [
              -96.1,
              39.55
            ],
            [
              -96.1,
              39.53
            ],
            [
              -96.11,
              39.52
            ],
            [
              -96.1,
              39.5
            ],
            [
              -96.12,
              39.49
            ],
            [
              -96.16,
              39.45
            ],
            [
              -96.17,
              39.43
            ],
            [
              -96.18,
              39.43
            ],
            [
              -96.18,
              39.49
            ],
            [
              -96.17,
              39.5
            ],
            [
              -96.17,
              39.52
            ],
            [
              -96.18,
              39.53
            ],
            [
              -96.18,
              39.59
            ],
            [
              -96.17,
              39.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "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": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0412,
        "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": "283ebde16da5e573db4c78460d313525a6fcbba76fc5e8057175352a57677908"
      },
      "receipt_sha256": "283ebde16da5e573db4c78460d313525a6fcbba76fc5e8057175352a57677908"
    },
    {
      "storm_id": "934869",
      "lat": 31.946,
      "lon": -81.135,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4394.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7561
        },
        {
          "name": "alignment",
          "value": 2.3028
        },
        {
          "name": "tau",
          "value": 3.0973
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 3.0972514152526855,
      "coherence_diagnostics": {
        "tau": 3.0972514152526855,
        "grad_tau": 0.2840961813926697,
        "torsion": 0.0,
        "alignment": 2.302825450897217,
        "S_field": 0.48403510451316833,
        "Gamma_field": 0.3830912411212921,
        "S_over_Gamma": 1.2634981870651245,
        "Da": 21.805370330810547,
        "E_coh": 0.927632749080658,
        "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": [
          [
            [
              -81.19,
              31.99
            ],
            [
              -81.12,
              31.98
            ],
            [
              -81.12,
              31.95
            ],
            [
              -81.1,
              31.94
            ],
            [
              -81.08,
              31.92
            ],
            [
              -81.08,
              31.91
            ],
            [
              -81.15,
              31.91
            ],
            [
              -81.16,
              31.92
            ],
            [
              -81.16,
              31.95
            ],
            [
              -81.19,
              31.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "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": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0412,
        "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": "283ebde16da5e573db4c78460d313525a6fcbba76fc5e8057175352a57677908"
      },
      "receipt_sha256": "283ebde16da5e573db4c78460d313525a6fcbba76fc5e8057175352a57677908"
    },
    {
      "storm_id": "935482",
      "lat": 38.3044,
      "lon": -109.5456,
      "motion_east": -3.0,
      "motion_south": 3.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 615.0,
      "ebshear": 19.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6311
        },
        {
          "name": "alignment",
          "value": -0.2737
        },
        {
          "name": "tau",
          "value": 0.5298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 0.5298187136650085,
      "coherence_diagnostics": {
        "tau": 0.5298187136650085,
        "grad_tau": 0.025534018874168396,
        "torsion": 0.0,
        "alignment": -0.2737446427345276,
        "S_field": 0.20991255342960358,
        "Gamma_field": 0.5472579002380371,
        "S_over_Gamma": 0.3835715353488922,
        "Da": 32.942989349365234,
        "E_coh": 0.8724634647369385,
        "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": [
          [
            [
              -109.56,
              38.33
            ],
            [
              -109.53,
              38.33
            ],
            [
              -109.53,
              38.31
            ],
            [
              -109.52,
              38.3
            ],
            [
              -109.52,
              38.28
            ],
            [
              -109.53,
              38.27
            ],
            [
              -109.58,
              38.27
            ],
            [
              -109.58,
              38.32
            ],
            [
              -109.56,
              38.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "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": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0412,
        "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": "283ebde16da5e573db4c78460d313525a6fcbba76fc5e8057175352a57677908"
      },
      "receipt_sha256": "283ebde16da5e573db4c78460d313525a6fcbba76fc5e8057175352a57677908"
    },
    {
      "storm_id": "934387",
      "lat": 32.3305,
      "lon": -110.3195,
      "motion_east": -3.0,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 648.0,
      "ebshear": 5.0,
      "srh01": 10.0,
      "maxllaz": 0.009,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": 1.3957
        },
        {
          "name": "tau",
          "value": 0.7294
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0411
      },
      "coherence_score": 0.729373037815094,
      "coherence_diagnostics": {
        "tau": 0.729373037815094,
        "grad_tau": 0.13946929574012756,
        "torsion": 0.0,
        "alignment": 1.395692229270935,
        "S_field": 0.20897778868675232,
        "Gamma_field": 0.5122578740119934,
        "S_over_Gamma": 0.40795427560806274,
        "Da": 31.131322860717773,
        "E_coh": 0.8582743406295776,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.37,
              32.39
            ],
            [
              -110.28,
              32.39
            ],
            [
              -110.26,
              32.37
            ],
            [
              -110.26,
              32.36
            ],
            [
              -110.23,
              32.33
            ],
            [
              -110.22,
              32.33
            ],
            [
              -110.22,
              32.3
            ],
            [
              -110.23,
              32.3
            ],
            [
              -110.27,
              32.25
            ],
            [
              -110.28,
              32.25
            ],
            [
              -110.31,
              32.29
            ],
            [
              -110.37,
              32.29
            ],
            [
              -110.38,
              32.3
            ],
            [
              -110.4,
              32.3
            ],
            [
              -110.41,
              32.31
            ],
            [
              -110.42,
              32.37
            ],
            [
              -110.41,
              32.38
            ],
            [
              -110.38,
              32.38
            ],
            [
              -110.37,
              32.39
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "cb7e72bfa76673b78d529f88ee8414024de88e6fa13e5e50fe4200ecb2ce4abf"
      },
      "receipt_sha256": "cb7e72bfa76673b78d529f88ee8414024de88e6fa13e5e50fe4200ecb2ce4abf"
    },
    {
      "storm_id": "935220",
      "lat": 40.487,
      "lon": -94.315,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 649.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": 0.2325
        },
        {
          "name": "tau",
          "value": 0.9181
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 0.9181172251701355,
      "coherence_diagnostics": {
        "tau": 0.9181172251701355,
        "grad_tau": 0.2742488980293274,
        "torsion": 0.0,
        "alignment": 0.2324690818786621,
        "S_field": 0.2243431806564331,
        "Gamma_field": 0.31225791573524475,
        "S_over_Gamma": 0.7184547185897827,
        "Da": 19.086692810058594,
        "E_coh": 0.9095486402511597,
        "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": [
          [
            [
              -94.32,
              40.52
            ],
            [
              -94.3,
              40.52
            ],
            [
              -94.3,
              40.49
            ],
            [
              -94.27,
              40.46
            ],
            [
              -94.27,
              40.45
            ],
            [
              -94.35,
              40.45
            ],
            [
              -94.36,
              40.46
            ],
            [
              -94.33,
              40.49
            ],
            [
              -94.33,
              40.51
            ],
            [
              -94.32,
              40.52
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "befa8cb6adb7bd45f46eeaf12a311a03c274baf855f12c249585457d2d0e1d1e"
      },
      "receipt_sha256": "befa8cb6adb7bd45f46eeaf12a311a03c274baf855f12c249585457d2d0e1d1e"
    },
    {
      "storm_id": "935477",
      "lat": 40.7248,
      "lon": -97.0786,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1826.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5061
        },
        {
          "name": "alignment",
          "value": 0.5426
        },
        {
          "name": "tau",
          "value": 0.4459
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 0.44585371017456055,
      "coherence_diagnostics": {
        "tau": 0.44585371017456055,
        "grad_tau": 0.12835882604122162,
        "torsion": 0.0,
        "alignment": 0.5425879955291748,
        "S_field": 0.05018246918916702,
        "Gamma_field": 0.4339245557785034,
        "S_over_Gamma": 0.11564791202545166,
        "Da": 26.471294403076172,
        "E_coh": 0.2572319209575653,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.02,
              40.8
            ],
            [
              -97.01,
              40.78
            ],
            [
              -97.02,
              40.77
            ],
            [
              -97.02,
              40.74
            ],
            [
              -97.03,
              40.73
            ],
            [
              -97.05,
              40.73
            ],
            [
              -97.09,
              40.69
            ],
            [
              -97.08,
              40.67
            ],
            [
              -97.09,
              40.64
            ],
            [
              -97.12,
              40.64
            ],
            [
              -97.14,
              40.65
            ],
            [
              -97.15,
              40.66
            ],
            [
              -97.15,
              40.7
            ],
            [
              -97.14,
              40.71
            ],
            [
              -97.12,
              40.71
            ],
            [
              -97.1,
              40.73
            ],
            [
              -97.1,
              40.74
            ],
            [
              -97.08,
              40.76
            ],
            [
              -97.08,
              40.78
            ],
            [
              -97.04,
              40.79
            ],
            [
              -97.02,
              40.8
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "befa8cb6adb7bd45f46eeaf12a311a03c274baf855f12c249585457d2d0e1d1e"
      },
      "receipt_sha256": "befa8cb6adb7bd45f46eeaf12a311a03c274baf855f12c249585457d2d0e1d1e"
    },
    {
      "storm_id": "935678",
      "lat": 43.7686,
      "lon": -108.3714,
      "motion_east": 0.5,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 728.0,
      "ebshear": 23.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2561
        },
        {
          "name": "alignment",
          "value": -0.5647
        },
        {
          "name": "tau",
          "value": 0.8745
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0408
      },
      "coherence_score": 0.8745284080505371,
      "coherence_diagnostics": {
        "tau": 0.8745284080505371,
        "grad_tau": 0.20548082888126373,
        "torsion": 0.0,
        "alignment": -0.5646767616271973,
        "S_field": 0.32457345724105835,
        "Gamma_field": 0.6372578740119934,
        "S_over_Gamma": 0.509328305721283,
        "Da": 39.265777587890625,
        "E_coh": 0.869796633720398,
        "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": [
          [
            [
              -108.38,
              43.79
            ],
            [
              -108.35,
              43.79
            ],
            [
              -108.34,
              43.78
            ],
            [
              -108.34,
              43.74
            ],
            [
              -108.41,
              43.72
            ],
            [
              -108.4,
              43.77
            ],
            [
              -108.38,
              43.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0408,
      "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": "15d7a47fbf03ef1a2142052690cb262522c1f68ccd4b5b0b2c73e1d49dd188a0",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0408,
        "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": "ec2af6f3672aba6b8ead796d8f1c0cccb431b236713a423e699843911f0937ec"
      },
      "receipt_sha256": "ec2af6f3672aba6b8ead796d8f1c0cccb431b236713a423e699843911f0937ec"
    },
    {
      "storm_id": "935328",
      "lat": 37.5158,
      "lon": -114.4708,
      "motion_east": 2.5,
      "motion_south": 0.8,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 841.0,
      "ebshear": 13.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1311
        },
        {
          "name": "alignment",
          "value": -1.6106
        },
        {
          "name": "tau",
          "value": 0.2363
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0404
      },
      "coherence_score": 0.2363145798444748,
      "coherence_diagnostics": {
        "tau": 0.2363145798444748,
        "grad_tau": 0.03186307102441788,
        "torsion": 0.0,
        "alignment": -1.6106373071670532,
        "S_field": 0.051391713321208954,
        "Gamma_field": 1.0997579097747803,
        "S_over_Gamma": 0.04673002287745476,
        "Da": 63.14337921142578,
        "E_coh": 0.06541726738214493,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.47,
              37.56
            ],
            [
              -114.45,
              37.55
            ],
            [
              -114.42,
              37.55
            ],
            [
              -114.41,
              37.54
            ],
            [
              -114.41,
              37.49
            ],
            [
              -114.43,
              37.47
            ],
            [
              -114.5,
              37.47
            ],
            [
              -114.51,
              37.48
            ],
            [
              -114.53,
              37.48
            ],
            [
              -114.53,
              37.51
            ],
            [
              -114.52,
              37.53
            ],
            [
              -114.47,
              37.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0404,
      "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": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0404,
        "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": "4f5afe05ffffede40691156b4bc0f7c4d166d4639c961422be52a25f19e28e74"
      },
      "receipt_sha256": "4f5afe05ffffede40691156b4bc0f7c4d166d4639c961422be52a25f19e28e74"
    },
    {
      "storm_id": "935572",
      "lat": 40.7633,
      "lon": -96.7233,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1749.0,
      "ebshear": 7.0,
      "srh01": 6.0,
      "maxllaz": 0.009,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7561
        },
        {
          "name": "alignment",
          "value": 0.2033
        },
        {
          "name": "tau",
          "value": 0.5467
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.5466845631599426,
      "coherence_diagnostics": {
        "tau": 0.5466845631599426,
        "grad_tau": 0.16285058856010437,
        "torsion": 0.0,
        "alignment": 0.20328199863433838,
        "S_field": 0.052953578531742096,
        "Gamma_field": 0.48559126257896423,
        "S_over_Gamma": 0.10904969274997711,
        "Da": 29.702484130859375,
        "E_coh": 0.20500369369983673,
        "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": [
          [
            [
              -96.74,
              40.8
            ],
            [
              -96.7,
              40.8
            ],
            [
              -96.68,
              40.78
            ],
            [
              -96.68,
              40.73
            ],
            [
              -96.71,
              40.71
            ],
            [
              -96.74,
              40.72
            ],
            [
              -96.76,
              40.74
            ],
            [
              -96.76,
              40.79
            ],
            [
              -96.74,
              40.8
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "1a9e9dbee618dd39973ba5cb27fb1e6fdc4b898ac973332853538e3750d7e3b0"
      },
      "receipt_sha256": "1a9e9dbee618dd39973ba5cb27fb1e6fdc4b898ac973332853538e3750d7e3b0"
    },
    {
      "storm_id": "935618",
      "lat": 43.7322,
      "lon": -82.9378,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 138.0,
      "ebshear": 11.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1311
        },
        {
          "name": "alignment",
          "value": 1.9028
        },
        {
          "name": "tau",
          "value": 0.8602
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.8602220416069031,
      "coherence_diagnostics": {
        "tau": 0.8602220416069031,
        "grad_tau": 0.05994468554854393,
        "torsion": 0.0,
        "alignment": 1.9028043746948242,
        "S_field": 0.16776670515537262,
        "Gamma_field": 0.2464245706796646,
        "S_over_Gamma": 0.6808034777641296,
        "Da": 14.452841758728027,
        "E_coh": 0.32577261328697205,
        "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": [
          [
            [
              -82.93,
              43.77
            ],
            [
              -82.92,
              43.77
            ],
            [
              -82.92,
              43.67
            ],
            [
              -82.95,
              43.67
            ],
            [
              -82.95,
              43.71
            ],
            [
              -82.94,
              43.73
            ],
            [
              -82.96,
              43.75
            ],
            [
              -82.94,
              43.75
            ],
            [
              -82.93,
              43.77
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "1a9e9dbee618dd39973ba5cb27fb1e6fdc4b898ac973332853538e3750d7e3b0"
      },
      "receipt_sha256": "1a9e9dbee618dd39973ba5cb27fb1e6fdc4b898ac973332853538e3750d7e3b0"
    },
    {
      "storm_id": "934745",
      "lat": 34.5244,
      "lon": -83.6689,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3433.0,
      "ebshear": 13.0,
      "srh01": 10.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.5061
        },
        {
          "name": "alignment",
          "value": -1.0339
        },
        {
          "name": "tau",
          "value": 3.1373
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 3.137270927429199,
      "coherence_diagnostics": {
        "tau": 3.137270927429199,
        "grad_tau": 0.2585640847682953,
        "torsion": 0.0,
        "alignment": -1.0339179039001465,
        "S_field": 0.6586065292358398,
        "Gamma_field": 0.288091242313385,
        "S_over_Gamma": 2.2861039638519287,
        "Da": 17.287967681884766,
        "E_coh": 0.8870536088943481,
        "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": [
          [
            [
              -83.68,
              34.57
            ],
            [
              -83.66,
              34.57
            ],
            [
              -83.63,
              34.54
            ],
            [
              -83.63,
              34.48
            ],
            [
              -83.64,
              34.47
            ],
            [
              -83.68,
              34.47
            ],
            [
              -83.71,
              34.51
            ],
            [
              -83.71,
              34.54
            ],
            [
              -83.68,
              34.57
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e2d60fe53126cf75de944fd29eb3aa6285451ec084fc474f54dbb0ab6e634106"
      },
      "receipt_sha256": "e2d60fe53126cf75de944fd29eb3aa6285451ec084fc474f54dbb0ab6e634106"
    },
    {
      "storm_id": "934829",
      "lat": 34.0582,
      "lon": -111.6945,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1180.0,
      "ebshear": 12.0,
      "srh01": 21.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1311
        },
        {
          "name": "alignment",
          "value": -0.5924
        },
        {
          "name": "tau",
          "value": 0.7031
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.7030848264694214,
      "coherence_diagnostics": {
        "tau": 0.7030848264694214,
        "grad_tau": 0.0496155321598053,
        "torsion": 0.0,
        "alignment": -0.592353105545044,
        "S_field": 0.5196123123168945,
        "Gamma_field": 0.7397578954696655,
        "S_over_Gamma": 0.7024086117744446,
        "Da": 45.281131744384766,
        "E_coh": 0.9241167306900024,
        "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": [
          [
            [
              -111.69,
              34.11
            ],
            [
              -111.63,
              34.1
            ],
            [
              -111.63,
              34.05
            ],
            [
              -111.67,
              34.03
            ],
            [
              -111.7,
              34.03
            ],
            [
              -111.73,
              34.0
            ],
            [
              -111.74,
              34.0
            ],
            [
              -111.74,
              34.04
            ],
            [
              -111.71,
              34.07
            ],
            [
              -111.71,
              34.1
            ],
            [
              -111.69,
              34.11
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "954bdf506e11468817719aabb1648f6dcb906e52b30f9e3e9683981904256281"
      },
      "receipt_sha256": "954bdf506e11468817719aabb1648f6dcb906e52b30f9e3e9683981904256281"
    },
    {
      "storm_id": "934953",
      "lat": 33.972,
      "lon": -110.936,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 703.0,
      "ebshear": 13.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1311
        },
        {
          "name": "alignment",
          "value": -0.5924
        },
        {
          "name": "tau",
          "value": 0.7031
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.7030848264694214,
      "coherence_diagnostics": {
        "tau": 0.7030848264694214,
        "grad_tau": 0.0496155321598053,
        "torsion": 0.0,
        "alignment": -0.592353105545044,
        "S_field": 0.5196123123168945,
        "Gamma_field": 0.7397578954696655,
        "S_over_Gamma": 0.7024086117744446,
        "Da": 45.281131744384766,
        "E_coh": 0.9241167306900024,
        "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": [
          [
            [
              -110.95,
              34.01
            ],
            [
              -110.94,
              34.0
            ],
            [
              -110.9,
              34.0
            ],
            [
              -110.89,
              33.99
            ],
            [
              -110.89,
              33.94
            ],
            [
              -110.93,
              33.93
            ],
            [
              -110.94,
              33.92
            ],
            [
              -110.99,
              33.94
            ],
            [
              -110.98,
              33.98
            ],
            [
              -110.95,
              34.01
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "954bdf506e11468817719aabb1648f6dcb906e52b30f9e3e9683981904256281"
      },
      "receipt_sha256": "954bdf506e11468817719aabb1648f6dcb906e52b30f9e3e9683981904256281"
    },
    {
      "storm_id": "935640",
      "lat": 34.2808,
      "lon": -111.0492,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 814.0,
      "ebshear": 13.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1311
        },
        {
          "name": "alignment",
          "value": -0.5924
        },
        {
          "name": "tau",
          "value": 0.7031
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.7030848264694214,
      "coherence_diagnostics": {
        "tau": 0.7030848264694214,
        "grad_tau": 0.0496155321598053,
        "torsion": 0.0,
        "alignment": -0.592353105545044,
        "S_field": 0.5196123123168945,
        "Gamma_field": 0.7397578954696655,
        "S_over_Gamma": 0.7024086117744446,
        "Da": 45.281131744384766,
        "E_coh": 0.9241167306900024,
        "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": [
          [
            [
              -111.04,
              34.32
            ],
            [
              -111.02,
              34.31
            ],
            [
              -111.02,
              34.29
            ],
            [
              -111.01,
              34.28
            ],
            [
              -111.02,
              34.27
            ],
            [
              -111.02,
              34.24
            ],
            [
              -111.03,
              34.23
            ],
            [
              -111.08,
              34.23
            ],
            [
              -111.1,
              34.25
            ],
            [
              -111.11,
              34.29
            ],
            [
              -111.1,
              34.31
            ],
            [
              -111.05,
              34.31
            ],
            [
              -111.04,
              34.32
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "954bdf506e11468817719aabb1648f6dcb906e52b30f9e3e9683981904256281"
      },
      "receipt_sha256": "954bdf506e11468817719aabb1648f6dcb906e52b30f9e3e9683981904256281"
    },
    {
      "storm_id": "935354",
      "lat": 37.5922,
      "lon": -93.9667,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2468.0,
      "ebshear": 15.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1311
        },
        {
          "name": "alignment",
          "value": -0.5104
        },
        {
          "name": "tau",
          "value": 1.8273
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 1.8272669315338135,
      "coherence_diagnostics": {
        "tau": 1.8272669315338135,
        "grad_tau": 0.2566832900047302,
        "torsion": 0.0,
        "alignment": -0.5103783011436462,
        "S_field": 0.46657711267471313,
        "Gamma_field": 0.31642457842826843,
        "S_over_Gamma": 1.4745286703109741,
        "Da": 19.92746925354004,
        "E_coh": 0.9413551688194275,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.97,
              37.63
            ],
            [
              -93.95,
              37.63
            ],
            [
              -93.93,
              37.61
            ],
            [
              -93.93,
              37.55
            ],
            [
              -93.95,
              37.54
            ],
            [
              -93.98,
              37.55
            ],
            [
              -94.01,
              37.58
            ],
            [
              -94.01,
              37.61
            ],
            [
              -93.97,
              37.63
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "4771492a1057e6f663634fa2a841c8bc589f690428dcb54c7487baaf31f9664a"
      },
      "receipt_sha256": "4771492a1057e6f663634fa2a841c8bc589f690428dcb54c7487baaf31f9664a"
    },
    {
      "storm_id": "935686",
      "lat": 39.135,
      "lon": -91.1394,
      "motion_east": 1.2,
      "motion_south": 0.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2988.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5061
        },
        {
          "name": "alignment",
          "value": 1.5847
        },
        {
          "name": "tau",
          "value": 1.7558
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 1.7558000087738037,
      "coherence_diagnostics": {
        "tau": 1.7558000087738037,
        "grad_tau": 0.23547428846359253,
        "torsion": 0.0,
        "alignment": 1.5847408771514893,
        "S_field": 0.33693498373031616,
        "Gamma_field": 0.3755912184715271,
        "S_over_Gamma": 0.8970789909362793,
        "Da": 22.577396392822266,
        "E_coh": 0.8797755837440491,
        "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": [
          [
            [
              -91.19,
              39.2
            ],
            [
              -91.16,
              39.2
            ],
            [
              -91.15,
              39.19
            ],
            [
              -91.12,
              39.19
            ],
            [
              -91.11,
              39.18
            ],
            [
              -91.11,
              39.14
            ],
            [
              -91.09,
              39.12
            ],
            [
              -91.09,
              39.09
            ],
            [
              -91.07,
              39.07
            ],
            [
              -91.07,
              39.05
            ],
            [
              -91.11,
              39.06
            ],
            [
              -91.14,
              39.09
            ],
            [
              -91.15,
              39.09
            ],
            [
              -91.15,
              39.1
            ],
            [
              -91.19,
              39.14
            ],
            [
              -91.21,
              39.15
            ],
            [
              -91.21,
              39.17
            ],
            [
              -91.19,
              39.2
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "4771492a1057e6f663634fa2a841c8bc589f690428dcb54c7487baaf31f9664a"
      },
      "receipt_sha256": "4771492a1057e6f663634fa2a841c8bc589f690428dcb54c7487baaf31f9664a"
    },
    {
      "storm_id": "935732",
      "lat": 30.01,
      "lon": -79.188,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2696.0,
      "ebshear": 10.0,
      "srh01": 21.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6311
        },
        {
          "name": "alignment",
          "value": 3.0147
        },
        {
          "name": "tau",
          "value": 3.9975
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 3.9974722862243652,
      "coherence_diagnostics": {
        "tau": 3.9974722862243652,
        "grad_tau": 0.25979453325271606,
        "torsion": 0.0,
        "alignment": 3.0146868228912354,
        "S_field": 1.2175884246826172,
        "Gamma_field": 0.25642457604408264,
        "S_over_Gamma": 4.7483296394348145,
        "Da": 15.606302261352539,
        "E_coh": 0.9551230669021606,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.22,
              30.05
            ],
            [
              -79.14,
              30.05
            ],
            [
              -79.14,
              29.95
            ],
            [
              -79.22,
              29.95
            ],
            [
              -79.22,
              30.05
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "4771492a1057e6f663634fa2a841c8bc589f690428dcb54c7487baaf31f9664a"
      },
      "receipt_sha256": "4771492a1057e6f663634fa2a841c8bc589f690428dcb54c7487baaf31f9664a"
    },
    {
      "storm_id": "934788",
      "lat": 35.1093,
      "lon": -108.6797,
      "motion_east": -3.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 299.0,
      "ebshear": 15.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2561
        },
        {
          "name": "alignment",
          "value": 7.416
        },
        {
          "name": "tau",
          "value": 0.7942
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.7941889762878418,
      "coherence_diagnostics": {
        "tau": 0.7941889762878418,
        "grad_tau": 0.13288863003253937,
        "torsion": 0.0,
        "alignment": 7.416049957275391,
        "S_field": 0.5623694658279419,
        "Gamma_field": 0.26559123396873474,
        "S_over_Gamma": 2.117424726486206,
        "Da": 16.654277801513672,
        "E_coh": 0.7566431760787964,
        "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": [
          [
            [
              -108.77,
              35.25
            ],
            [
              -108.73,
              35.23
            ],
            [
              -108.72,
              35.21
            ],
            [
              -108.72,
              35.18
            ],
            [
              -108.73,
              35.16
            ],
            [
              -108.72,
              35.15
            ],
            [
              -108.68,
              35.13
            ],
            [
              -108.66,
              35.13
            ],
            [
              -108.65,
              35.12
            ],
            [
              -108.61,
              35.12
            ],
            [
              -108.6,
              35.11
            ],
            [
              -108.59,
              35.12
            ],
            [
              -108.57,
              35.12
            ],
            [
              -108.52,
              35.08
            ],
            [
              -108.52,
              35.05
            ],
            [
              -108.54,
              35.01
            ],
            [
              -108.56,
              35.02
            ],
            [
              -108.57,
              35.01
            ],
            [
              -108.63,
              35.0
            ],
            [
              -108.66,
              34.98
            ],
            [
              -108.7,
              34.98
            ],
            [
              -108.74,
              35.02
            ],
            [
              -108.74,
              35.03
            ],
            [
              -108.77,
              35.07
            ],
            [
              -108.77,
              35.1
            ],
            [
              -108.76,
              35.12
            ],
            [
              -108.77,
              35.14
            ],
            [
              -108.81,
              35.17
            ],
            [
              -108.81,
              35.22
            ],
            [
              -108.77,
              35.25
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "60aba63170daf17a594bb0da73eb34f019df390162ac5f3728f0bb7affad88c3"
      },
      "receipt_sha256": "60aba63170daf17a594bb0da73eb34f019df390162ac5f3728f0bb7affad88c3"
    },
    {
      "storm_id": "934501",
      "lat": 41.3418,
      "lon": -96.0645,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1603.0,
      "ebshear": 8.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0061
        },
        {
          "name": "alignment",
          "value": 0.9639
        },
        {
          "name": "tau",
          "value": 0.4994
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 0.49935683608055115,
      "coherence_diagnostics": {
        "tau": 0.49935683608055115,
        "grad_tau": 0.10683615505695343,
        "torsion": 0.0,
        "alignment": 0.963935136795044,
        "S_field": 0.04794543609023094,
        "Gamma_field": 0.4472579061985016,
        "S_over_Gamma": 0.10719863325357437,
        "Da": 27.526575088500977,
        "E_coh": 0.25337979197502136,
        "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": [
          [
            [
              -96.09,
              41.38
            ],
            [
              -96.02,
              41.38
            ],
            [
              -96.01,
              41.37
            ],
            [
              -96.01,
              41.32
            ],
            [
              -96.04,
              41.3
            ],
            [
              -96.05,
              41.31
            ],
            [
              -96.08,
              41.31
            ],
            [
              -96.1,
              41.32
            ],
            [
              -96.11,
              41.33
            ],
            [
              -96.11,
              41.36
            ],
            [
              -96.09,
              41.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "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": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0395,
        "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": "4a8c4f29482e44fcfa0ac1bb87a337f19fffde0f7551ef716ee0e9188b397fa3"
      },
      "receipt_sha256": "4a8c4f29482e44fcfa0ac1bb87a337f19fffde0f7551ef716ee0e9188b397fa3"
    },
    {
      "storm_id": "934198",
      "lat": 44.958,
      "lon": -104.063,
      "motion_east": 1.9,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 486.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2561
        },
        {
          "name": "alignment",
          "value": 0.6457
        },
        {
          "name": "tau",
          "value": 1.3189
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0391
      },
      "coherence_score": 1.318904161453247,
      "coherence_diagnostics": {
        "tau": 1.318904161453247,
        "grad_tau": 0.14320842921733856,
        "torsion": 0.0,
        "alignment": 0.645667552947998,
        "S_field": 0.5833337903022766,
        "Gamma_field": 0.5155912041664124,
        "S_over_Gamma": 1.1313881874084473,
        "Da": 32.156715393066406,
        "E_coh": 0.9007070064544678,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.08,
              45.0
            ],
            [
              -104.04,
              45.0
            ],
            [
              -104.02,
              44.98
            ],
            [
              -104.03,
              44.96
            ],
            [
              -104.03,
              44.93
            ],
            [
              -104.05,
              44.91
            ],
            [
              -104.09,
              44.91
            ],
            [
              -104.1,
              44.92
            ],
            [
              -104.11,
              44.97
            ],
            [
              -104.08,
              45.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0391,
      "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": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0391,
        "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": "05d81bf1570dc62dbdfcad543546fdb5e9205a254a1596387d0078e00728587f"
      },
      "receipt_sha256": "05d81bf1570dc62dbdfcad543546fdb5e9205a254a1596387d0078e00728587f"
    },
    {
      "storm_id": "935269",
      "lat": 33.5989,
      "lon": -97.7878,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 832.0,
      "ebshear": 19.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1311
        },
        {
          "name": "alignment",
          "value": -0.2566
        },
        {
          "name": "tau",
          "value": 1.1138
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 1.1138145923614502,
      "coherence_diagnostics": {
        "tau": 1.1138145923614502,
        "grad_tau": 0.17996668815612793,
        "torsion": 0.0,
        "alignment": -0.2565700113773346,
        "S_field": 0.36524826288223267,
        "Gamma_field": 0.25475791096687317,
        "S_over_Gamma": 1.4337072372436523,
        "Da": 15.13509464263916,
        "E_coh": 0.8561686277389526,
        "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": [
          [
            [
              -97.8,
              33.63
            ],
            [
              -97.79,
              33.62
            ],
            [
              -97.75,
              33.62
            ],
            [
              -97.75,
              33.58
            ],
            [
              -97.78,
              33.56
            ],
            [
              -97.8,
              33.56
            ],
            [
              -97.81,
              33.57
            ],
            [
              -97.81,
              33.62
            ],
            [
              -97.8,
              33.63
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "805d85015b966df90ef462db1aa3db4867b9ce916e3c915797d6f0117f3bd051"
      },
      "receipt_sha256": "805d85015b966df90ef462db1aa3db4867b9ce916e3c915797d6f0117f3bd051"
    },
    {
      "storm_id": "935757",
      "lat": 36.5957,
      "lon": -84.7814,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3472.0,
      "ebshear": 10.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1311
        },
        {
          "name": "alignment",
          "value": -0.5499
        },
        {
          "name": "tau",
          "value": 3.7727
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 3.7727136611938477,
      "coherence_diagnostics": {
        "tau": 3.7727136611938477,
        "grad_tau": 0.1908673644065857,
        "torsion": 0.0,
        "alignment": -0.5499228835105896,
        "S_field": 1.2624974250793457,
        "Gamma_field": 0.21475790441036224,
        "S_over_Gamma": 5.8787007331848145,
        "Da": 12.769842147827148,
        "E_coh": 0.9754762649536133,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.8,
              36.63
            ],
            [
              -84.76,
              36.63
            ],
            [
              -84.76,
              36.61
            ],
            [
              -84.75,
              36.6
            ],
            [
              -84.76,
              36.59
            ],
            [
              -84.75,
              36.58
            ],
            [
              -84.75,
              36.56
            ],
            [
              -84.76,
              36.55
            ],
            [
              -84.8,
              36.56
            ],
            [
              -84.8,
              36.58
            ],
            [
              -84.82,
              36.6
            ],
            [
              -84.82,
              36.61
            ],
            [
              -84.81,
              36.61
            ],
            [
              -84.8,
              36.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "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": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0389,
        "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": "b256d2ffb99f2bc9aa246c35c7184bbe3c4754ccaee1c6bf67403b5acb0f4723"
      },
      "receipt_sha256": "b256d2ffb99f2bc9aa246c35c7184bbe3c4754ccaee1c6bf67403b5acb0f4723"
    },
    {
      "storm_id": "935545",
      "lat": 40.9843,
      "lon": -96.2657,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1655.0,
      "ebshear": 10.0,
      "srh01": 8.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0061
        },
        {
          "name": "alignment",
          "value": 0.9639
        },
        {
          "name": "tau",
          "value": 0.4994
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0388
      },
      "coherence_score": 0.49935683608055115,
      "coherence_diagnostics": {
        "tau": 0.49935683608055115,
        "grad_tau": 0.10683615505695343,
        "torsion": 0.0,
        "alignment": 0.963935136795044,
        "S_field": 0.04794543609023094,
        "Gamma_field": 0.4472579061985016,
        "S_over_Gamma": 0.10719863325357437,
        "Da": 27.526575088500977,
        "E_coh": 0.25337979197502136,
        "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": [
          [
            [
              -96.28,
              41.01
            ],
            [
              -96.22,
              41.01
            ],
            [
              -96.22,
              40.95
            ],
            [
              -96.28,
              40.95
            ],
            [
              -96.29,
              40.96
            ],
            [
              -96.29,
              41.0
            ],
            [
              -96.28,
              41.01
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7b220c1a833a8d7209170674ab9ce8c28a6d9aaa6b3f1247837c355a9ae8177f"
      },
      "receipt_sha256": "7b220c1a833a8d7209170674ab9ce8c28a6d9aaa6b3f1247837c355a9ae8177f"
    },
    {
      "storm_id": "935251",
      "lat": 43.9039,
      "lon": -91.615,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3585.0,
      "ebshear": 23.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7561
        },
        {
          "name": "alignment",
          "value": -0.4228
        },
        {
          "name": "tau",
          "value": 1.5356
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 1.5355863571166992,
      "coherence_diagnostics": {
        "tau": 1.5355863571166992,
        "grad_tau": 0.06631806492805481,
        "torsion": 0.0,
        "alignment": -0.4228200912475586,
        "S_field": 0.5368841886520386,
        "Gamma_field": 0.3364245891571045,
        "S_over_Gamma": 1.5958529710769653,
        "Da": 21.38224983215332,
        "E_coh": 0.9189159274101257,
        "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": [
          [
            [
              -91.6,
              43.98
            ],
            [
              -91.53,
              43.94
            ],
            [
              -91.52,
              43.93
            ],
            [
              -91.52,
              43.9
            ],
            [
              -91.54,
              43.9
            ],
            [
              -91.56,
              43.88
            ],
            [
              -91.58,
              43.88
            ],
            [
              -91.62,
              43.86
            ],
            [
              -91.64,
              43.84
            ],
            [
              -91.69,
              43.83
            ],
            [
              -91.7,
              43.84
            ],
            [
              -91.7,
              43.87
            ],
            [
              -91.71,
              43.89
            ],
            [
              -91.65,
              43.92
            ],
            [
              -91.64,
              43.93
            ],
            [
              -91.64,
              43.95
            ],
            [
              -91.63,
              43.95
            ],
            [
              -91.6,
              43.98
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "c75c237567f7d421347d31a137e770755db1068ea2b4df9cc031d06f7d9d34b1"
      },
      "receipt_sha256": "c75c237567f7d421347d31a137e770755db1068ea2b4df9cc031d06f7d9d34b1"
    },
    {
      "storm_id": "935455",
      "lat": 31.9989,
      "lon": -106.6167,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 408.0,
      "ebshear": 18.0,
      "srh01": 17.0,
      "maxllaz": 0.005,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8811
        },
        {
          "name": "alignment",
          "value": 5.8279
        },
        {
          "name": "tau",
          "value": 0.9595
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 0.9594799280166626,
      "coherence_diagnostics": {
        "tau": 0.9594799280166626,
        "grad_tau": 0.19228263199329376,
        "torsion": 0.0,
        "alignment": 5.827944278717041,
        "S_field": 0.19738441705703735,
        "Gamma_field": 0.4747579097747803,
        "S_over_Gamma": 0.41575804352760315,
        "Da": 29.225740432739258,
        "E_coh": 0.54849773645401,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.61,
              32.03
            ],
            [
              -106.59,
              32.03
            ],
            [
              -106.58,
              32.01
            ],
            [
              -106.58,
              31.95
            ],
            [
              -106.64,
              31.95
            ],
            [
              -106.66,
              31.97
            ],
            [
              -106.65,
              32.01
            ],
            [
              -106.63,
              32.01
            ],
            [
              -106.61,
              32.03
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "57daa515fc060c3a773a0728b1dc28b1d0720a022985bfbc0caff2ad4539bef9"
      },
      "receipt_sha256": "57daa515fc060c3a773a0728b1dc28b1d0720a022985bfbc0caff2ad4539bef9"
    },
    {
      "storm_id": "935727",
      "lat": 32.1736,
      "lon": -83.3736,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2713.0,
      "ebshear": 13.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2561
        },
        {
          "name": "alignment",
          "value": 3.1917
        },
        {
          "name": "tau",
          "value": 2.7545
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 2.754517078399658,
      "coherence_diagnostics": {
        "tau": 2.754517078399658,
        "grad_tau": 0.12041108310222626,
        "torsion": 0.0,
        "alignment": 3.191715955734253,
        "S_field": 0.4880337417125702,
        "Gamma_field": 0.35642457008361816,
        "S_over_Gamma": 1.3692482709884644,
        "Da": 20.09018325805664,
        "E_coh": 0.9575530886650085,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.4,
              32.21
            ],
            [
              -83.35,
              32.21
            ],
            [
              -83.34,
              32.2
            ],
            [
              -83.34,
              32.16
            ],
            [
              -83.32,
              32.14
            ],
            [
              -83.33,
              32.13
            ],
            [
              -83.4,
              32.13
            ],
            [
              -83.41,
              32.14
            ],
            [
              -83.4,
              32.18
            ],
            [
              -83.42,
              32.2
            ],
            [
              -83.4,
              32.21
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "6d0ef8239c6e93c590b3383a995d9f2777352858c115cb3e32eb7ed4d6c8fe77"
      },
      "receipt_sha256": "6d0ef8239c6e93c590b3383a995d9f2777352858c115cb3e32eb7ed4d6c8fe77"
    },
    {
      "storm_id": "934603",
      "lat": 39.3191,
      "lon": -91.1227,
      "motion_east": 1.2,
      "motion_south": 0.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2402.0,
      "ebshear": 11.0,
      "srh01": 4.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5061
        },
        {
          "name": "alignment",
          "value": 1.5847
        },
        {
          "name": "tau",
          "value": 1.7558
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 1.7558000087738037,
      "coherence_diagnostics": {
        "tau": 1.7558000087738037,
        "grad_tau": 0.23547428846359253,
        "torsion": 0.0,
        "alignment": 1.5847408771514893,
        "S_field": 0.33693498373031616,
        "Gamma_field": 0.3755912184715271,
        "S_over_Gamma": 0.8970789909362793,
        "Da": 22.577396392822266,
        "E_coh": 0.8797755837440491,
        "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": [
          [
            [
              -91.16,
              39.39
            ],
            [
              -91.09,
              39.38
            ],
            [
              -91.04,
              39.34
            ],
            [
              -91.03,
              39.3
            ],
            [
              -91.04,
              39.28
            ],
            [
              -91.08,
              39.24
            ],
            [
              -91.13,
              39.24
            ],
            [
              -91.2,
              39.29
            ],
            [
              -91.21,
              39.31
            ],
            [
              -91.21,
              39.35
            ],
            [
              -91.16,
              39.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "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": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0381,
        "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": "af04c890a878bedcc906c799685a52455995a85ea982a2d8a018a75ae62736c1"
      },
      "receipt_sha256": "af04c890a878bedcc906c799685a52455995a85ea982a2d8a018a75ae62736c1"
    },
    {
      "storm_id": "935261",
      "lat": 38.0009,
      "lon": -87.4173,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3059.0,
      "ebshear": 12.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1311
        },
        {
          "name": "alignment",
          "value": 3.5326
        },
        {
          "name": "tau",
          "value": 2.9708
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 2.970789670944214,
      "coherence_diagnostics": {
        "tau": 2.970789670944214,
        "grad_tau": 0.5956311821937561,
        "torsion": 0.0,
        "alignment": 3.532557487487793,
        "S_field": 0.9604261517524719,
        "Gamma_field": 0.27059122920036316,
        "S_over_Gamma": 3.5493617057800293,
        "Da": 16.641115188598633,
        "E_coh": 0.9459503293037415,
        "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": [
          [
            [
              -87.44,
              38.04
            ],
            [
              -87.39,
              38.04
            ],
            [
              -87.4,
              38.03
            ],
            [
              -87.4,
              38.01
            ],
            [
              -87.38,
              37.99
            ],
            [
              -87.39,
              37.97
            ],
            [
              -87.41,
              37.96
            ],
            [
              -87.44,
              37.96
            ],
            [
              -87.46,
              37.97
            ],
            [
              -87.44,
              38.0
            ],
            [
              -87.44,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "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": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.038,
        "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": "f2ffae19bb60107d76fe15b36f023b94629277a023e15890e67a66947d27c2d7"
      },
      "receipt_sha256": "f2ffae19bb60107d76fe15b36f023b94629277a023e15890e67a66947d27c2d7"
    },
    {
      "storm_id": "935689",
      "lat": 36.192,
      "lon": -86.716,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2970.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7561
        },
        {
          "name": "alignment",
          "value": 0.4473
        },
        {
          "name": "tau",
          "value": 3.6957
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 3.695702075958252,
      "coherence_diagnostics": {
        "tau": 3.695702075958252,
        "grad_tau": 0.23051857948303223,
        "torsion": 0.0,
        "alignment": 0.44727200269699097,
        "S_field": 1.0703803300857544,
        "Gamma_field": 0.2464245706796646,
        "S_over_Gamma": 4.343642711639404,
        "Da": 14.81137466430664,
        "E_coh": 0.98331218957901,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.74,
              36.23
            ],
            [
              -86.73,
              36.22
            ],
            [
              -86.71,
              36.22
            ],
            [
              -86.7,
              36.23
            ],
            [
              -86.67,
              36.22
            ],
            [
              -86.68,
              36.2
            ],
            [
              -86.66,
              36.18
            ],
            [
              -86.68,
              36.14
            ],
            [
              -86.69,
              36.14
            ],
            [
              -86.71,
              36.16
            ],
            [
              -86.74,
              36.14
            ],
            [
              -86.76,
              36.16
            ],
            [
              -86.76,
              36.2
            ],
            [
              -86.77,
              36.21
            ],
            [
              -86.74,
              36.23
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "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": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.038,
        "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": "f2ffae19bb60107d76fe15b36f023b94629277a023e15890e67a66947d27c2d7"
      },
      "receipt_sha256": "f2ffae19bb60107d76fe15b36f023b94629277a023e15890e67a66947d27c2d7"
    },
    {
      "storm_id": "935132",
      "lat": 40.7936,
      "lon": -96.8827,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1834.0,
      "ebshear": 5.0,
      "srh01": 2.0,
      "maxllaz": 0.005,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5061
        },
        {
          "name": "alignment",
          "value": 0.5426
        },
        {
          "name": "tau",
          "value": 0.4459
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0379
      },
      "coherence_score": 0.44585371017456055,
      "coherence_diagnostics": {
        "tau": 0.44585371017456055,
        "grad_tau": 0.12835882604122162,
        "torsion": 0.0,
        "alignment": 0.5425879955291748,
        "S_field": 0.05018246918916702,
        "Gamma_field": 0.4339245557785034,
        "S_over_Gamma": 0.11564791202545166,
        "Da": 26.471294403076172,
        "E_coh": 0.2572319209575653,
        "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": [
          [
            [
              -96.87,
              40.83
            ],
            [
              -96.85,
              40.81
            ],
            [
              -96.84,
              40.81
            ],
            [
              -96.84,
              40.77
            ],
            [
              -96.87,
              40.74
            ],
            [
              -96.91,
              40.74
            ],
            [
              -96.93,
              40.76
            ],
            [
              -96.94,
              40.8
            ],
            [
              -96.91,
              40.82
            ],
            [
              -96.88,
              40.82
            ],
            [
              -96.87,
              40.83
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e54196eadd172a41cb73e9d76bb95554378d2606ee328fd8ec09951f3cc5032d"
      },
      "receipt_sha256": "e54196eadd172a41cb73e9d76bb95554378d2606ee328fd8ec09951f3cc5032d"
    },
    {
      "storm_id": "935715",
      "lat": 38.0508,
      "lon": -88.4025,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2268.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7561
        },
        {
          "name": "alignment",
          "value": 0.8328
        },
        {
          "name": "tau",
          "value": 2.5694
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0379
      },
      "coherence_score": 2.5693676471710205,
      "coherence_diagnostics": {
        "tau": 2.5693676471710205,
        "grad_tau": 0.6485548615455627,
        "torsion": 0.0,
        "alignment": 0.832753598690033,
        "S_field": 0.34968847036361694,
        "Gamma_field": 0.2989245653152466,
        "S_over_Gamma": 1.1698217391967773,
        "Da": 18.21546745300293,
        "E_coh": 0.9057546854019165,
        "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": [
          [
            [
              -88.44,
              38.1
            ],
            [
              -88.35,
              38.1
            ],
            [
              -88.33,
              38.06
            ],
            [
              -88.36,
              38.04
            ],
            [
              -88.35,
              38.03
            ],
            [
              -88.37,
              38.03
            ],
            [
              -88.38,
              38.02
            ],
            [
              -88.45,
              38.02
            ],
            [
              -88.46,
              38.01
            ],
            [
              -88.46,
              38.04
            ],
            [
              -88.44,
              38.06
            ],
            [
              -88.44,
              38.1
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e54196eadd172a41cb73e9d76bb95554378d2606ee328fd8ec09951f3cc5032d"
      },
      "receipt_sha256": "e54196eadd172a41cb73e9d76bb95554378d2606ee328fd8ec09951f3cc5032d"
    },
    {
      "storm_id": "934378",
      "lat": 36.19,
      "lon": -89.6105,
      "motion_east": 4.1,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3063.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7561
        },
        {
          "name": "alignment",
          "value": 2.2993
        },
        {
          "name": "tau",
          "value": 2.964
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 2.963995933532715,
      "coherence_diagnostics": {
        "tau": 2.963995933532715,
        "grad_tau": 0.24540595710277557,
        "torsion": 0.0,
        "alignment": 2.2992892265319824,
        "S_field": 0.597064733505249,
        "Gamma_field": 0.27725788950920105,
        "S_over_Gamma": 2.153463363647461,
        "Da": 16.18307876586914,
        "E_coh": 0.9725101590156555,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.66,
              36.26
            ],
            [
              -89.64,
              36.26
            ],
            [
              -89.63,
              36.25
            ],
            [
              -89.55,
              36.25
            ],
            [
              -89.54,
              36.26
            ],
            [
              -89.52,
              36.26
            ],
            [
              -89.52,
              36.23
            ],
            [
              -89.54,
              36.21
            ],
            [
              -89.54,
              36.17
            ],
            [
              -89.56,
              36.13
            ],
            [
              -89.56,
              36.1
            ],
            [
              -89.62,
              36.11
            ],
            [
              -89.63,
              36.12
            ],
            [
              -89.64,
              36.11
            ],
            [
              -89.67,
              36.11
            ],
            [
              -89.67,
              36.12
            ],
            [
              -89.73,
              36.17
            ],
            [
              -89.72,
              36.23
            ],
            [
              -89.66,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "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": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0378,
        "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": "56702cd811f31026ade9ead5728c7e7d2144917070374687a038681be172a824"
      },
      "receipt_sha256": "56702cd811f31026ade9ead5728c7e7d2144917070374687a038681be172a824"
    },
    {
      "storm_id": "934849",
      "lat": 41.7,
      "lon": -94.4375,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2135.0,
      "ebshear": 12.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7561
        },
        {
          "name": "alignment",
          "value": 1.906
        },
        {
          "name": "tau",
          "value": 0.8552
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 0.855187177658081,
      "coherence_diagnostics": {
        "tau": 0.855187177658081,
        "grad_tau": 0.19744141399860382,
        "torsion": 0.0,
        "alignment": 1.9059667587280273,
        "S_field": 0.17047934234142303,
        "Gamma_field": 0.3764245808124542,
        "S_over_Gamma": 0.45289111137390137,
        "Da": 23.732830047607422,
        "E_coh": 0.9218806028366089,
        "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": [
          [
            [
              -94.43,
              41.74
            ],
            [
              -94.41,
              41.74
            ],
            [
              -94.41,
              41.69
            ],
            [
              -94.4,
              41.68
            ],
            [
              -94.4,
              41.66
            ],
            [
              -94.42,
              41.65
            ],
            [
              -94.49,
              41.65
            ],
            [
              -94.48,
              41.69
            ],
            [
              -94.47,
              41.7
            ],
            [
              -94.47,
              41.73
            ],
            [
              -94.44,
              41.73
            ],
            [
              -94.43,
              41.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "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": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0378,
        "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": "56702cd811f31026ade9ead5728c7e7d2144917070374687a038681be172a824"
      },
      "receipt_sha256": "56702cd811f31026ade9ead5728c7e7d2144917070374687a038681be172a824"
    },
    {
      "storm_id": "935175",
      "lat": 37.5108,
      "lon": -87.8638,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3333.0,
      "ebshear": 11.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5061
        },
        {
          "name": "alignment",
          "value": 3.6056
        },
        {
          "name": "tau",
          "value": 3.4715
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 3.4714951515197754,
      "coherence_diagnostics": {
        "tau": 3.4714951515197754,
        "grad_tau": 0.3524186909198761,
        "torsion": 0.0,
        "alignment": 3.6055970191955566,
        "S_field": 1.1482776403427124,
        "Gamma_field": 0.17725789546966553,
        "S_over_Gamma": 6.478005409240723,
        "Da": 10.807230949401855,
        "E_coh": 0.9589738845825195,
        "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": [
          [
            [
              -87.87,
              37.56
            ],
            [
              -87.85,
              37.56
            ],
            [
              -87.84,
              37.55
            ],
            [
              -87.85,
              37.53
            ],
            [
              -87.84,
              37.52
            ],
            [
              -87.85,
              37.5
            ],
            [
              -87.84,
              37.48
            ],
            [
              -87.85,
              37.44
            ],
            [
              -87.86,
              37.46
            ],
            [
              -87.88,
              37.46
            ],
            [
              -87.92,
              37.48
            ],
            [
              -87.91,
              37.54
            ],
            [
              -87.87,
              37.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "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": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0378,
        "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": "56702cd811f31026ade9ead5728c7e7d2144917070374687a038681be172a824"
      },
      "receipt_sha256": "56702cd811f31026ade9ead5728c7e7d2144917070374687a038681be172a824"
    },
    {
      "storm_id": "935507",
      "lat": 40.7856,
      "lon": -96.53,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1846.0,
      "ebshear": 10.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7561
        },
        {
          "name": "alignment",
          "value": 0.2033
        },
        {
          "name": "tau",
          "value": 0.5467
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.5466845631599426,
      "coherence_diagnostics": {
        "tau": 0.5466845631599426,
        "grad_tau": 0.16285058856010437,
        "torsion": 0.0,
        "alignment": 0.20328199863433838,
        "S_field": 0.052953578531742096,
        "Gamma_field": 0.48559126257896423,
        "S_over_Gamma": 0.10904969274997711,
        "Da": 29.702484130859375,
        "E_coh": 0.20500369369983673,
        "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": [
          [
            [
              -96.51,
              40.81
            ],
            [
              -96.49,
              40.8
            ],
            [
              -96.5,
              40.73
            ],
            [
              -96.54,
              40.77
            ],
            [
              -96.56,
              40.77
            ],
            [
              -96.57,
              40.78
            ],
            [
              -96.57,
              40.8
            ],
            [
              -96.52,
              40.8
            ],
            [
              -96.51,
              40.81
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "bceaf915673a7a262c8a9ff11db15ddcffce47f672c3c33d55013d1308911cdc"
      },
      "receipt_sha256": "bceaf915673a7a262c8a9ff11db15ddcffce47f672c3c33d55013d1308911cdc"
    },
    {
      "storm_id": "935648",
      "lat": 27.2346,
      "lon": -80.5231,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3820.0,
      "ebshear": 19.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3811
        },
        {
          "name": "alignment",
          "value": -0.3118
        },
        {
          "name": "tau",
          "value": 3.3199
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 3.319911003112793,
      "coherence_diagnostics": {
        "tau": 3.319911003112793,
        "grad_tau": 0.6117793917655945,
        "torsion": 0.0,
        "alignment": -0.31182196736335754,
        "S_field": 1.0979405641555786,
        "Gamma_field": 0.2989245653152466,
        "S_over_Gamma": 3.672968626022339,
        "Da": 19.179841995239258,
        "E_coh": 0.9891071319580078,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.55,
              27.3
            ],
            [
              -80.5,
              27.3
            ],
            [
              -80.47,
              27.24
            ],
            [
              -80.47,
              27.22
            ],
            [
              -80.48,
              27.21
            ],
            [
              -80.47,
              27.2
            ],
            [
              -80.47,
              27.17
            ],
            [
              -80.56,
              27.17
            ],
            [
              -80.55,
              27.18
            ],
            [
              -80.58,
              27.2
            ],
            [
              -80.58,
              27.27
            ],
            [
              -80.57,
              27.29
            ],
            [
              -80.55,
              27.3
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "bceaf915673a7a262c8a9ff11db15ddcffce47f672c3c33d55013d1308911cdc"
      },
      "receipt_sha256": "bceaf915673a7a262c8a9ff11db15ddcffce47f672c3c33d55013d1308911cdc"
    },
    {
      "storm_id": "935412",
      "lat": 35.7867,
      "lon": -91.09,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2769.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5061
        },
        {
          "name": "alignment",
          "value": 0.8608
        },
        {
          "name": "tau",
          "value": 2.7798
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 2.779813528060913,
      "coherence_diagnostics": {
        "tau": 2.779813528060913,
        "grad_tau": 0.12694156169891357,
        "torsion": 0.0,
        "alignment": 0.8608185648918152,
        "S_field": 0.3481154143810272,
        "Gamma_field": 0.27059122920036316,
        "S_over_Gamma": 1.286499261856079,
        "Da": 15.664782524108887,
        "E_coh": 0.8930338621139526,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.15,
              35.85
            ],
            [
              -91.1,
              35.85
            ],
            [
              -91.09,
              35.84
            ],
            [
              -91.07,
              35.84
            ],
            [
              -91.01,
              35.81
            ],
            [
              -91.0,
              35.8
            ],
            [
              -91.0,
              35.77
            ],
            [
              -90.99,
              35.75
            ],
            [
              -91.0,
              35.74
            ],
            [
              -91.05,
              35.74
            ],
            [
              -91.07,
              35.72
            ],
            [
              -91.09,
              35.72
            ],
            [
              -91.08,
              35.73
            ],
            [
              -91.08,
              35.75
            ],
            [
              -91.09,
              35.76
            ],
            [
              -91.17,
              35.76
            ],
            [
              -91.18,
              35.77
            ],
            [
              -91.18,
              35.81
            ],
            [
              -91.17,
              35.82
            ],
            [
              -91.17,
              35.84
            ],
            [
              -91.15,
              35.85
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
      },
      "receipt_sha256": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
    },
    {
      "storm_id": "935574",
      "lat": 39.73,
      "lon": -88.8942,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2284.0,
      "ebshear": 8.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6311
        },
        {
          "name": "alignment",
          "value": 0.1985
        },
        {
          "name": "tau",
          "value": 1.9851
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 1.9850600957870483,
      "coherence_diagnostics": {
        "tau": 1.9850600957870483,
        "grad_tau": 0.3205941617488861,
        "torsion": 0.0,
        "alignment": 0.19853265583515167,
        "S_field": 0.7447052597999573,
        "Gamma_field": 0.30725792050361633,
        "S_over_Gamma": 2.4237136840820312,
        "Da": 18.92498779296875,
        "E_coh": 0.9790195822715759,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.89,
              39.78
            ],
            [
              -88.85,
              39.78
            ],
            [
              -88.83,
              39.76
            ],
            [
              -88.83,
              39.73
            ],
            [
              -88.87,
              39.69
            ],
            [
              -88.89,
              39.68
            ],
            [
              -88.91,
              39.69
            ],
            [
              -88.93,
              39.68
            ],
            [
              -88.96,
              39.68
            ],
            [
              -88.96,
              39.75
            ],
            [
              -88.92,
              39.76
            ],
            [
              -88.89,
              39.78
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
      },
      "receipt_sha256": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
    },
    {
      "storm_id": "935649",
      "lat": 45.22,
      "lon": -103.756,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 631.0,
      "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": 31.0061
        },
        {
          "name": "alignment",
          "value": 0.0761
        },
        {
          "name": "tau",
          "value": 1.4074
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 1.4073997735977173,
      "coherence_diagnostics": {
        "tau": 1.4073997735977173,
        "grad_tau": 0.054187703877687454,
        "torsion": 0.0,
        "alignment": 0.07612048089504242,
        "S_field": 0.6055044531822205,
        "Gamma_field": 0.4480912685394287,
        "S_over_Gamma": 1.35129714012146,
        "Da": 27.96255111694336,
        "E_coh": 0.9271138310432434,
        "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": [
          [
            [
              -103.74,
              45.26
            ],
            [
              -103.73,
              45.25
            ],
            [
              -103.73,
              45.21
            ],
            [
              -103.72,
              45.19
            ],
            [
              -103.74,
              45.18
            ],
            [
              -103.79,
              45.18
            ],
            [
              -103.8,
              45.19
            ],
            [
              -103.79,
              45.23
            ],
            [
              -103.78,
              45.25
            ],
            [
              -103.74,
              45.26
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
      },
      "receipt_sha256": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
    },
    {
      "storm_id": "935675",
      "lat": 45.4856,
      "lon": -103.7956,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1061.0,
      "ebshear": 10.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0061
        },
        {
          "name": "alignment",
          "value": 0.0761
        },
        {
          "name": "tau",
          "value": 1.4074
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 1.4073997735977173,
      "coherence_diagnostics": {
        "tau": 1.4073997735977173,
        "grad_tau": 0.054187703877687454,
        "torsion": 0.0,
        "alignment": 0.07612048089504242,
        "S_field": 0.6055044531822205,
        "Gamma_field": 0.4480912685394287,
        "S_over_Gamma": 1.35129714012146,
        "Da": 27.96255111694336,
        "E_coh": 0.9271138310432434,
        "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": [
          [
            [
              -103.85,
              45.53
            ],
            [
              -103.74,
              45.53
            ],
            [
              -103.74,
              45.51
            ],
            [
              -103.76,
              45.49
            ],
            [
              -103.76,
              45.45
            ],
            [
              -103.77,
              45.44
            ],
            [
              -103.84,
              45.44
            ],
            [
              -103.85,
              45.45
            ],
            [
              -103.85,
              45.53
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
      },
      "receipt_sha256": "a924731c7958d42d6e3890bc01a214894784cdbec639a116a91cb5e288250cd0"
    },
    {
      "storm_id": "934126",
      "lat": 32.3911,
      "lon": -83.5178,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2761.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.6311
        },
        {
          "name": "alignment",
          "value": 1.2028
        },
        {
          "name": "tau",
          "value": 2.7634
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0372
      },
      "coherence_score": 2.763376235961914,
      "coherence_diagnostics": {
        "tau": 2.763376235961914,
        "grad_tau": 0.0862918496131897,
        "torsion": 0.0,
        "alignment": 1.2028273344039917,
        "S_field": 0.72237229347229,
        "Gamma_field": 0.30725789070129395,
        "S_over_Gamma": 2.35102915763855,
        "Da": 19.765562057495117,
        "E_coh": 0.9907479882240295,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.55,
              32.43
            ],
            [
              -83.5,
              32.43
            ],
            [
              -83.47,
              32.4
            ],
            [
              -83.47,
              32.35
            ],
            [
              -83.48,
              32.34
            ],
            [
              -83.52,
              32.34
            ],
            [
              -83.56,
              32.38
            ],
            [
              -83.56,
              32.42
            ],
            [
              -83.55,
              32.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0372,
      "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": "8a345741c305d89069f92213e9a0a8d912612bf3c5d299f867d9726f4976a414",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0372,
        "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": "b3af99bb9a37d2b5778a6d957ecd37aea3034a36d52887957e95dfd4bbeb6e23"
      },
      "receipt_sha256": "b3af99bb9a37d2b5778a6d957ecd37aea3034a36d52887957e95dfd4bbeb6e23"
    },
    {
      "storm_id": "935271",
      "lat": 32.8245,
      "lon": -110.1273,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 573.0,
      "ebshear": 6.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": 1.3957
        },
        {
          "name": "tau",
          "value": 0.7294
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0372
      },
      "coherence_score": 0.729373037815094,
      "coherence_diagnostics": {
        "tau": 0.729373037815094,
        "grad_tau": 0.13946929574012756,
        "torsion": 0.0,
        "alignment": 1.395692229270935,
        "S_field": 0.20897778868675232,
        "Gamma_field": 0.5122578740119934,
        "S_over_Gamma": 0.40795427560806274,
        "Da": 31.131322860717773,
        "E_coh": 0.8582743406295776,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.1,
              32.86
            ],
            [
              -110.09,
              32.85
            ],
            [
              -110.09,
              32.8
            ],
            [
              -110.11,
              32.78
            ],
            [
              -110.15,
              32.77
            ],
            [
              -110.17,
              32.79
            ],
            [
              -110.17,
              32.82
            ],
            [
              -110.16,
              32.84
            ],
            [
              -110.15,
              32.85
            ],
            [
              -110.11,
              32.85
            ],
            [
              -110.1,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0372,
      "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": "8a345741c305d89069f92213e9a0a8d912612bf3c5d299f867d9726f4976a414",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0372,
        "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": "b3af99bb9a37d2b5778a6d957ecd37aea3034a36d52887957e95dfd4bbeb6e23"
      },
      "receipt_sha256": "b3af99bb9a37d2b5778a6d957ecd37aea3034a36d52887957e95dfd4bbeb6e23"
    },
    {
      "storm_id": "935594",
      "lat": 44.5027,
      "lon": -105.3509,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 547.0,
      "ebshear": 9.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.6,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6311
        },
        {
          "name": "alignment",
          "value": 0.2836
        },
        {
          "name": "tau",
          "value": 1.5036
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0372
      },
      "coherence_score": 1.5036122798919678,
      "coherence_diagnostics": {
        "tau": 1.5036122798919678,
        "grad_tau": 0.14568251371383667,
        "torsion": 0.0,
        "alignment": 0.28362253308296204,
        "S_field": 0.8735848069190979,
        "Gamma_field": 0.4039245843887329,
        "S_over_Gamma": 2.1627423763275146,
        "Da": 24.97484588623047,
        "E_coh": 0.9435005784034729,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.36,
              44.55
            ],
            [
              -105.35,
              44.54
            ],
            [
              -105.32,
              44.54
            ],
            [
              -105.3,
              44.52
            ],
            [
              -105.3,
              44.47
            ],
            [
              -105.32,
              44.45
            ],
            [
              -105.37,
              44.45
            ],
            [
              -105.39,
              44.47
            ],
            [
              -105.39,
              44.49
            ],
            [
              -105.4,
              44.5
            ],
            [
              -105.36,
              44.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0372,
      "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": "8a345741c305d89069f92213e9a0a8d912612bf3c5d299f867d9726f4976a414",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0372,
        "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": "b3af99bb9a37d2b5778a6d957ecd37aea3034a36d52887957e95dfd4bbeb6e23"
      },
      "receipt_sha256": "b3af99bb9a37d2b5778a6d957ecd37aea3034a36d52887957e95dfd4bbeb6e23"
    },
    {
      "storm_id": "934898",
      "lat": 33.7444,
      "lon": -106.4363,
      "motion_east": -3.0,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 173.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1311
        },
        {
          "name": "alignment",
          "value": -0.9395
        },
        {
          "name": "tau",
          "value": 0.6934
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.693373441696167,
      "coherence_diagnostics": {
        "tau": 0.693373441696167,
        "grad_tau": 0.12961548566818237,
        "torsion": 0.0,
        "alignment": -0.9395397901535034,
        "S_field": 0.22251275181770325,
        "Gamma_field": 0.2972579002380371,
        "S_over_Gamma": 0.7485511898994446,
        "Da": 17.935646057128906,
        "E_coh": 0.6297130584716797,
        "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": [
          [
            [
              -106.41,
              33.8
            ],
            [
              -106.38,
              33.8
            ],
            [
              -106.35,
              33.78
            ],
            [
              -106.36,
              33.76
            ],
            [
              -106.37,
              33.68
            ],
            [
              -106.39,
              33.66
            ],
            [
              -106.43,
              33.66
            ],
            [
              -106.46,
              33.7
            ],
            [
              -106.48,
              33.71
            ],
            [
              -106.51,
              33.7
            ],
            [
              -106.54,
              33.72
            ],
            [
              -106.54,
              33.78
            ],
            [
              -106.47,
              33.78
            ],
            [
              -106.46,
              33.79
            ],
            [
              -106.42,
              33.79
            ],
            [
              -106.41,
              33.8
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "753ff0e082bcf0d8009aa088f425565552856847c0c0373547fd22872eb7df54"
      },
      "receipt_sha256": "753ff0e082bcf0d8009aa088f425565552856847c0c0373547fd22872eb7df54"
    },
    {
      "storm_id": "935706",
      "lat": 43.08,
      "lon": -108.8663,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 518.0,
      "ebshear": 13.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6311
        },
        {
          "name": "alignment",
          "value": 0.2218
        },
        {
          "name": "tau",
          "value": 0.7504
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.7503820657730103,
      "coherence_diagnostics": {
        "tau": 0.7503820657730103,
        "grad_tau": 0.12804760038852692,
        "torsion": 0.0,
        "alignment": 0.22179287672042847,
        "S_field": 0.25963863730430603,
        "Gamma_field": 0.4980912506580353,
        "S_over_Gamma": 0.5212672352790833,
        "Da": 31.2872371673584,
        "E_coh": 0.8406177163124084,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.87,
              43.13
            ],
            [
              -108.83,
              43.08
            ],
            [
              -108.83,
              43.05
            ],
            [
              -108.84,
              43.04
            ],
            [
              -108.87,
              43.04
            ],
            [
              -108.91,
              43.06
            ],
            [
              -108.91,
              43.11
            ],
            [
              -108.87,
              43.13
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "753ff0e082bcf0d8009aa088f425565552856847c0c0373547fd22872eb7df54"
      },
      "receipt_sha256": "753ff0e082bcf0d8009aa088f425565552856847c0c0373547fd22872eb7df54"
    },
    {
      "storm_id": "935321",
      "lat": 39.9929,
      "lon": -114.4243,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 404.0,
      "ebshear": 16.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.8811
        },
        {
          "name": "alignment",
          "value": -0.5601
        },
        {
          "name": "tau",
          "value": 0.2294
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.2293984293937683,
      "coherence_diagnostics": {
        "tau": 0.2293984293937683,
        "grad_tau": 0.007858297787606716,
        "torsion": 0.0,
        "alignment": -0.5600679516792297,
        "S_field": 0.12835697829723358,
        "Gamma_field": 1.244757890701294,
        "S_over_Gamma": 0.10311802476644516,
        "Da": 71.91190338134766,
        "E_coh": 0.12423065304756165,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.41,
              40.05
            ],
            [
              -114.39,
              40.05
            ],
            [
              -114.35,
              40.03
            ],
            [
              -114.34,
              40.02
            ],
            [
              -114.34,
              39.98
            ],
            [
              -114.4,
              39.97
            ],
            [
              -114.41,
              39.96
            ],
            [
              -114.43,
              39.97
            ],
            [
              -114.46,
              39.93
            ],
            [
              -114.52,
              39.93
            ],
            [
              -114.52,
              39.96
            ],
            [
              -114.49,
              39.98
            ],
            [
              -114.47,
              40.02
            ],
            [
              -114.41,
              40.05
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7fb56a7de9d6cd7f4065ef90e72f6170e025177d6ca0c1a082a2e2261b53f838"
      },
      "receipt_sha256": "7fb56a7de9d6cd7f4065ef90e72f6170e025177d6ca0c1a082a2e2261b53f838"
    },
    {
      "storm_id": "935553",
      "lat": 35.5291,
      "lon": -108.7264,
      "motion_east": 0.2,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 307.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.44,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2561
        },
        {
          "name": "alignment",
          "value": 7.416
        },
        {
          "name": "tau",
          "value": 0.7942
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.7941889762878418,
      "coherence_diagnostics": {
        "tau": 0.7941889762878418,
        "grad_tau": 0.13288863003253937,
        "torsion": 0.0,
        "alignment": 7.416049957275391,
        "S_field": 0.5623694658279419,
        "Gamma_field": 0.26559123396873474,
        "S_over_Gamma": 2.117424726486206,
        "Da": 16.654277801513672,
        "E_coh": 0.7566431760787964,
        "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": [
          [
            [
              -108.75,
              35.56
            ],
            [
              -108.7,
              35.56
            ],
            [
              -108.68,
              35.54
            ],
            [
              -108.69,
              35.53
            ],
            [
              -108.68,
              35.51
            ],
            [
              -108.7,
              35.49
            ],
            [
              -108.75,
              35.49
            ],
            [
              -108.77,
              35.51
            ],
            [
              -108.76,
              35.52
            ],
            [
              -108.76,
              35.55
            ],
            [
              -108.75,
              35.56
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7fb56a7de9d6cd7f4065ef90e72f6170e025177d6ca0c1a082a2e2261b53f838"
      },
      "receipt_sha256": "7fb56a7de9d6cd7f4065ef90e72f6170e025177d6ca0c1a082a2e2261b53f838"
    },
    {
      "storm_id": "935576",
      "lat": 39.0189,
      "lon": -114.2589,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 529.0,
      "ebshear": 13.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.36,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.5061
        },
        {
          "name": "alignment",
          "value": 1.7875
        },
        {
          "name": "tau",
          "value": 0.2452
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.24515171349048615,
      "coherence_diagnostics": {
        "tau": 0.24515171349048615,
        "grad_tau": 0.01671043410897255,
        "torsion": 0.0,
        "alignment": 1.78754723072052,
        "S_field": 0.06262411177158356,
        "Gamma_field": 0.4772579073905945,
        "S_over_Gamma": 0.13121649622917175,
        "Da": 28.276681900024414,
        "E_coh": 0.27411824464797974,
        "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": [
          [
            [
              -114.28,
              39.05
            ],
            [
              -114.23,
              39.05
            ],
            [
              -114.22,
              39.04
            ],
            [
              -114.22,
              39.02
            ],
            [
              -114.24,
              38.98
            ],
            [
              -114.26,
              38.97
            ],
            [
              -114.3,
              38.98
            ],
            [
              -114.3,
              39.03
            ],
            [
              -114.28,
              39.05
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7fb56a7de9d6cd7f4065ef90e72f6170e025177d6ca0c1a082a2e2261b53f838"
      },
      "receipt_sha256": "7fb56a7de9d6cd7f4065ef90e72f6170e025177d6ca0c1a082a2e2261b53f838"
    },
    {
      "storm_id": "935378",
      "lat": 39.7455,
      "lon": -96.1682,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1425.0,
      "ebshear": 5.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0061
        },
        {
          "name": "alignment",
          "value": 0.6461
        },
        {
          "name": "tau",
          "value": 0.7289
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 0.7288690805435181,
      "coherence_diagnostics": {
        "tau": 0.7288690805435181,
        "grad_tau": 0.23533903062343597,
        "torsion": 0.0,
        "alignment": 0.6460874676704407,
        "S_field": 0.26018017530441284,
        "Gamma_field": 0.39559125900268555,
        "S_over_Gamma": 0.6576995253562927,
        "Da": 24.313861846923828,
        "E_coh": 0.9473515748977661,
        "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": [
          [
            [
              -96.19,
              39.78
            ],
            [
              -96.13,
              39.78
            ],
            [
              -96.12,
              39.76
            ],
            [
              -96.12,
              39.72
            ],
            [
              -96.15,
              39.7
            ],
            [
              -96.17,
              39.7
            ],
            [
              -96.19,
              39.72
            ],
            [
              -96.19,
              39.74
            ],
            [
              -96.2,
              39.75
            ],
            [
              -96.2,
              39.77
            ],
            [
              -96.19,
              39.78
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "701db3b834e6347c9dba83d8326cff15a4bd0a91e351f03391e727073ee12dd7"
      },
      "receipt_sha256": "701db3b834e6347c9dba83d8326cff15a4bd0a91e351f03391e727073ee12dd7"
    },
    {
      "storm_id": "935575",
      "lat": 39.6773,
      "lon": -89.1109,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2167.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6311
        },
        {
          "name": "alignment",
          "value": 0.1985
        },
        {
          "name": "tau",
          "value": 1.9851
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0369
      },
      "coherence_score": 1.9850600957870483,
      "coherence_diagnostics": {
        "tau": 1.9850600957870483,
        "grad_tau": 0.3205941617488861,
        "torsion": 0.0,
        "alignment": 0.19853265583515167,
        "S_field": 0.7447052597999573,
        "Gamma_field": 0.30725792050361633,
        "S_over_Gamma": 2.4237136840820312,
        "Da": 18.92498779296875,
        "E_coh": 0.9790195822715759,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.12,
              39.71
            ],
            [
              -89.08,
              39.71
            ],
            [
              -89.07,
              39.69
            ],
            [
              -89.08,
              39.68
            ],
            [
              -89.07,
              39.63
            ],
            [
              -89.13,
              39.64
            ],
            [
              -89.14,
              39.65
            ],
            [
              -89.13,
              39.66
            ],
            [
              -89.14,
              39.67
            ],
            [
              -89.14,
              39.7
            ],
            [
              -89.12,
              39.71
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "701db3b834e6347c9dba83d8326cff15a4bd0a91e351f03391e727073ee12dd7"
      },
      "receipt_sha256": "701db3b834e6347c9dba83d8326cff15a4bd0a91e351f03391e727073ee12dd7"
    },
    {
      "storm_id": "935719",
      "lat": 37.016,
      "lon": -114.801,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1375.0,
      "ebshear": 10.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8811
        },
        {
          "name": "alignment",
          "value": 2.7633
        },
        {
          "name": "tau",
          "value": 0.3356
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0367
      },
      "coherence_score": 0.33560529351234436,
      "coherence_diagnostics": {
        "tau": 0.33560529351234436,
        "grad_tau": 0.07367940247058868,
        "torsion": 0.0,
        "alignment": 2.763303756713867,
        "S_field": 0.12678244709968567,
        "Gamma_field": 0.525591254234314,
        "S_over_Gamma": 0.2412187159061432,
        "Da": 29.934606552124023,
        "E_coh": 0.42643511295318604,
        "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": [
          [
            [
              -114.83,
              37.05
            ],
            [
              -114.79,
              37.05
            ],
            [
              -114.77,
              37.04
            ],
            [
              -114.75,
              37.02
            ],
            [
              -114.76,
              37.0
            ],
            [
              -114.74,
              36.97
            ],
            [
              -114.84,
              36.97
            ],
            [
              -114.85,
              36.99
            ],
            [
              -114.85,
              37.02
            ],
            [
              -114.83,
              37.05
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "10b95e8c6113b6149819fe254955d2ae06bb86a9b422f6dec580197c6f39ecec"
      },
      "receipt_sha256": "10b95e8c6113b6149819fe254955d2ae06bb86a9b422f6dec580197c6f39ecec"
    },
    {
      "storm_id": "935713",
      "lat": 39.4363,
      "lon": -91.3012,
      "motion_east": 1.2,
      "motion_south": 0.9,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1895.0,
      "ebshear": 11.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3811
        },
        {
          "name": "alignment",
          "value": -0.4183
        },
        {
          "name": "tau",
          "value": 1.6645
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 1.6645138263702393,
      "coherence_diagnostics": {
        "tau": 1.6645138263702393,
        "grad_tau": 0.05718887597322464,
        "torsion": 0.0,
        "alignment": -0.41826051473617554,
        "S_field": 0.4656563997268677,
        "Gamma_field": 0.28642457723617554,
        "S_over_Gamma": 1.625755786895752,
        "Da": 17.266199111938477,
        "E_coh": 0.9306181073188782,
        "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": [
          [
            [
              -91.32,
              39.46
            ],
            [
              -91.29,
              39.46
            ],
            [
              -91.26,
              39.43
            ],
            [
              -91.26,
              39.4
            ],
            [
              -91.3,
              39.4
            ],
            [
              -91.33,
              39.43
            ],
            [
              -91.33,
              39.45
            ],
            [
              -91.32,
              39.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "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": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0366,
        "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": "08bbdee0001253716e9ff32cd4d980d9f0fec9cca78caf75de63d3832d91ea29"
      },
      "receipt_sha256": "08bbdee0001253716e9ff32cd4d980d9f0fec9cca78caf75de63d3832d91ea29"
    },
    {
      "storm_id": "935642",
      "lat": 31.0789,
      "lon": -81.5672,
      "motion_east": 0.7,
      "motion_south": 0.5,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3890.0,
      "ebshear": 13.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.3811
        },
        {
          "name": "alignment",
          "value": 2.8082
        },
        {
          "name": "tau",
          "value": 3.2939
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 3.2938764095306396,
      "coherence_diagnostics": {
        "tau": 3.2938764095306396,
        "grad_tau": 0.18831804394721985,
        "torsion": 0.0,
        "alignment": 2.8082492351531982,
        "S_field": 1.1955164670944214,
        "Gamma_field": 0.2739245891571045,
        "S_over_Gamma": 4.3643999099731445,
        "Da": 15.88437271118164,
        "E_coh": 0.9747815728187561,
        "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": [
          [
            [
              -81.54,
              31.14
            ],
            [
              -81.49,
              31.14
            ],
            [
              -81.47,
              31.13
            ],
            [
              -81.46,
              31.07
            ],
            [
              -81.47,
              31.06
            ],
            [
              -81.49,
              31.06
            ],
            [
              -81.53,
              31.04
            ],
            [
              -81.58,
              31.04
            ],
            [
              -81.61,
              31.01
            ],
            [
              -81.64,
              31.01
            ],
            [
              -81.66,
              31.02
            ],
            [
              -81.66,
              31.04
            ],
            [
              -81.68,
              31.08
            ],
            [
              -81.65,
              31.1
            ],
            [
              -81.6,
              31.1
            ],
            [
              -81.58,
              31.12
            ],
            [
              -81.56,
              31.12
            ],
            [
              -81.54,
              31.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "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": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0365,
        "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": "27b68cbc8496d68781c2a981a50f598e5d6f3c5dbbb26a5d05e6765a8abbbf7f"
      },
      "receipt_sha256": "27b68cbc8496d68781c2a981a50f598e5d6f3c5dbbb26a5d05e6765a8abbbf7f"
    },
    {
      "storm_id": "935345",
      "lat": 41.9811,
      "lon": -110.9667,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 540.0,
      "ebshear": 12.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0061
        },
        {
          "name": "alignment",
          "value": 1.6803
        },
        {
          "name": "tau",
          "value": 0.5903
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0363
      },
      "coherence_score": 0.5903202295303345,
      "coherence_diagnostics": {
        "tau": 0.5903202295303345,
        "grad_tau": 0.09274749457836151,
        "torsion": 0.0,
        "alignment": 1.6802502870559692,
        "S_field": 0.4742198586463928,
        "Gamma_field": 0.4405912160873413,
        "S_over_Gamma": 1.0763261318206787,
        "Da": 25.612377166748047,
        "E_coh": 0.8975915312767029,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.98,
              42.01
            ],
            [
              -110.95,
              42.01
            ],
            [
              -110.94,
              42.0
            ],
            [
              -110.94,
              41.96
            ],
            [
              -110.96,
              41.94
            ],
            [
              -110.97,
              41.94
            ],
            [
              -110.99,
              41.96
            ],
            [
              -110.99,
              42.0
            ],
            [
              -110.98,
              42.01
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "1f71ddcebb89a1aa7b26e663b28a5b3900fd9af2eae6dbc1a474a6be9b4f250b"
      },
      "receipt_sha256": "1f71ddcebb89a1aa7b26e663b28a5b3900fd9af2eae6dbc1a474a6be9b4f250b"
    },
    {
      "storm_id": "935512",
      "lat": 37.0338,
      "lon": -106.2754,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 517.0,
      "ebshear": 16.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.0061
        },
        {
          "name": "alignment",
          "value": -0.2037
        },
        {
          "name": "tau",
          "value": 0.4719
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0361
      },
      "coherence_score": 0.4719281792640686,
      "coherence_diagnostics": {
        "tau": 0.4719281792640686,
        "grad_tau": 0.04432638734579086,
        "torsion": 0.0,
        "alignment": -0.20370566844940186,
        "S_field": 0.1338786780834198,
        "Gamma_field": 0.6697579026222229,
        "S_over_Gamma": 0.19989114999771118,
        "Da": 39.61599349975586,
        "E_coh": 0.6948158740997314,
        "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": [
          [
            [
              -106.31,
              37.09
            ],
            [
              -106.27,
              37.09
            ],
            [
              -106.24,
              37.06
            ],
            [
              -106.24,
              37.05
            ],
            [
              -106.21,
              37.02
            ],
            [
              -106.21,
              36.99
            ],
            [
              -106.22,
              36.97
            ],
            [
              -106.26,
              36.97
            ],
            [
              -106.3,
              37.0
            ],
            [
              -106.33,
              37.01
            ],
            [
              -106.34,
              37.03
            ],
            [
              -106.34,
              37.07
            ],
            [
              -106.31,
              37.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0361,
      "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": "09487df691f81b2e72d688f9768223a285e0bd13bc06eb9beef55eb89c30a4bb",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0361,
        "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": "859fbece4fd647b4ce72f790d53ac758fe7349331119ff72cf55fcbb7c1c1339"
      },
      "receipt_sha256": "859fbece4fd647b4ce72f790d53ac758fe7349331119ff72cf55fcbb7c1c1339"
    },
    {
      "storm_id": "935695",
      "lat": 30.4158,
      "lon": -112.3358,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1737.0,
      "ebshear": 16.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.51,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0061
        },
        {
          "name": "alignment",
          "value": 1.2296
        },
        {
          "name": "tau",
          "value": 0.5397
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.036
      },
      "coherence_score": 0.5397306680679321,
      "coherence_diagnostics": {
        "tau": 0.5397306680679321,
        "grad_tau": 0.007730544079095125,
        "torsion": 0.0,
        "alignment": 1.2296394109725952,
        "S_field": 0.11115162074565887,
        "Gamma_field": 0.39809122681617737,
        "S_over_Gamma": 0.2792114317417145,
        "Da": 23.25272560119629,
        "E_coh": 0.31464672088623047,
        "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": [
          [
            [
              -112.36,
              30.47
            ],
            [
              -112.32,
              30.47
            ],
            [
              -112.3,
              30.45
            ],
            [
              -112.3,
              30.43
            ],
            [
              -112.29,
              30.42
            ],
            [
              -112.29,
              30.4
            ],
            [
              -112.33,
              30.33
            ],
            [
              -112.36,
              30.33
            ],
            [
              -112.38,
              30.37
            ],
            [
              -112.37,
              30.39
            ],
            [
              -112.37,
              30.46
            ],
            [
              -112.36,
              30.47
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "76484a4c94694dce8d34f9e2fe088e8a3e8a3519d131810f94affb2ab846b806"
      },
      "receipt_sha256": "76484a4c94694dce8d34f9e2fe088e8a3e8a3519d131810f94affb2ab846b806"
    },
    {
      "storm_id": "935020",
      "lat": 37.4989,
      "lon": -113.7156,
      "motion_east": 0.3,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1401.0,
      "ebshear": 17.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.3811
        },
        {
          "name": "alignment",
          "value": 4.6983
        },
        {
          "name": "tau",
          "value": 0.256
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0358
      },
      "coherence_score": 0.2560345530509949,
      "coherence_diagnostics": {
        "tau": 0.2560345530509949,
        "grad_tau": 0.043790873140096664,
        "torsion": 0.0,
        "alignment": 4.698264122009277,
        "S_field": 0.04622010141611099,
        "Gamma_field": 0.5839245915412903,
        "S_over_Gamma": 0.07915423065423965,
        "Da": 33.870567321777344,
        "E_coh": 0.3693566620349884,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.73,
              37.53
            ],
            [
              -113.7,
              37.53
            ],
            [
              -113.67,
              37.5
            ],
            [
              -113.67,
              37.48
            ],
            [
              -113.68,
              37.47
            ],
            [
              -113.74,
              37.46
            ],
            [
              -113.76,
              37.48
            ],
            [
              -113.76,
              37.51
            ],
            [
              -113.73,
              37.53
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "d1c4246052c420059531808c35d4f8ce7abf9f495ae18538464dc7b4ed6867dc"
      },
      "receipt_sha256": "d1c4246052c420059531808c35d4f8ce7abf9f495ae18538464dc7b4ed6867dc"
    },
    {
      "storm_id": "935444",
      "lat": 36.0557,
      "lon": -89.8464,
      "motion_east": 3.7,
      "motion_south": 0.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2667.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7561
        },
        {
          "name": "alignment",
          "value": 2.2993
        },
        {
          "name": "tau",
          "value": 2.964
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0358
      },
      "coherence_score": 2.963995933532715,
      "coherence_diagnostics": {
        "tau": 2.963995933532715,
        "grad_tau": 0.24540595710277557,
        "torsion": 0.0,
        "alignment": 2.2992892265319824,
        "S_field": 0.597064733505249,
        "Gamma_field": 0.27725788950920105,
        "S_over_Gamma": 2.153463363647461,
        "Da": 16.18307876586914,
        "E_coh": 0.9725101590156555,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.85,
              36.1
            ],
            [
              -89.82,
              36.1
            ],
            [
              -89.79,
              36.07
            ],
            [
              -89.78,
              36.07
            ],
            [
              -89.77,
              36.03
            ],
            [
              -89.8,
              36.03
            ],
            [
              -89.84,
              36.0
            ],
            [
              -89.88,
              36.0
            ],
            [
              -89.9,
              36.01
            ],
            [
              -89.91,
              36.02
            ],
            [
              -89.91,
              36.07
            ],
            [
              -89.89,
              36.09
            ],
            [
              -89.86,
              36.09
            ],
            [
              -89.85,
              36.1
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "d1c4246052c420059531808c35d4f8ce7abf9f495ae18538464dc7b4ed6867dc"
      },
      "receipt_sha256": "d1c4246052c420059531808c35d4f8ce7abf9f495ae18538464dc7b4ed6867dc"
    },
    {
      "storm_id": "935612",
      "lat": 30.41,
      "lon": -82.09,
      "motion_east": 0.4,
      "motion_south": 2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3183.0,
      "ebshear": 15.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5061
        },
        {
          "name": "alignment",
          "value": 1.9141
        },
        {
          "name": "tau",
          "value": 2.8993
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0356
      },
      "coherence_score": 2.899338483810425,
      "coherence_diagnostics": {
        "tau": 2.899338483810425,
        "grad_tau": 0.3997935950756073,
        "torsion": 0.0,
        "alignment": 1.9140667915344238,
        "S_field": 0.0597350150346756,
        "Gamma_field": 0.24225789308547974,
        "S_over_Gamma": 0.24657613039016724,
        "Da": 16.016752243041992,
        "E_coh": 0.5732850432395935,
        "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": [
          [
            [
              -82.07,
              30.45
            ],
            [
              -82.06,
              30.44
            ],
            [
              -82.07,
              30.42
            ],
            [
              -82.07,
              30.38
            ],
            [
              -82.08,
              30.37
            ],
            [
              -82.11,
              30.37
            ],
            [
              -82.12,
              30.38
            ],
            [
              -82.12,
              30.4
            ],
            [
              -82.11,
              30.41
            ],
            [
              -82.11,
              30.44
            ],
            [
              -82.07,
              30.45
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "f232888a7f2e809fcf23aaeadcbf25d52e4928ad6795e3e824a444dc4df87e11"
      },
      "receipt_sha256": "f232888a7f2e809fcf23aaeadcbf25d52e4928ad6795e3e824a444dc4df87e11"
    },
    {
      "storm_id": "934572",
      "lat": 35.9627,
      "lon": -90.0491,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2786.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7561
        },
        {
          "name": "alignment",
          "value": 2.2993
        },
        {
          "name": "tau",
          "value": 2.964
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 2.963995933532715,
      "coherence_diagnostics": {
        "tau": 2.963995933532715,
        "grad_tau": 0.24540595710277557,
        "torsion": 0.0,
        "alignment": 2.2992892265319824,
        "S_field": 0.597064733505249,
        "Gamma_field": 0.27725788950920105,
        "S_over_Gamma": 2.153463363647461,
        "Da": 16.18307876586914,
        "E_coh": 0.9725101590156555,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.08,
              36.01
            ],
            [
              -90.02,
              36.01
            ],
            [
              -90.0,
              35.98
            ],
            [
              -89.99,
              35.93
            ],
            [
              -90.01,
              35.92
            ],
            [
              -90.02,
              35.93
            ],
            [
              -90.07,
              35.93
            ],
            [
              -90.09,
              35.94
            ],
            [
              -90.1,
              35.95
            ],
            [
              -90.08,
              35.98
            ],
            [
              -90.08,
              36.01
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "01a5820b84b45426cd57ba05dc7e6627e0bda7702cece1efb625377f4edfb1be"
      },
      "receipt_sha256": "01a5820b84b45426cd57ba05dc7e6627e0bda7702cece1efb625377f4edfb1be"
    },
    {
      "storm_id": "935724",
      "lat": 33.8125,
      "lon": -94.1363,
      "motion_east": 1.9,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3070.0,
      "ebshear": 16.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6311
        },
        {
          "name": "alignment",
          "value": 0.3071
        },
        {
          "name": "tau",
          "value": 2.0742
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0355
      },
      "coherence_score": 2.0741803646087646,
      "coherence_diagnostics": {
        "tau": 2.0741803646087646,
        "grad_tau": 0.3829003572463989,
        "torsion": 0.0,
        "alignment": 0.3071269989013672,
        "S_field": 0.4691419005393982,
        "Gamma_field": 0.3105912506580353,
        "S_over_Gamma": 1.5104800462722778,
        "Da": 17.376583099365234,
        "E_coh": 0.9551197290420532,
        "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": [
          [
            [
              -94.15,
              33.85
            ],
            [
              -94.13,
              33.85
            ],
            [
              -94.1,
              33.83
            ],
            [
              -94.1,
              33.77
            ],
            [
              -94.15,
              33.77
            ],
            [
              -94.16,
              33.78
            ],
            [
              -94.15,
              33.8
            ],
            [
              -94.15,
              33.85
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "01a5820b84b45426cd57ba05dc7e6627e0bda7702cece1efb625377f4edfb1be"
      },
      "receipt_sha256": "01a5820b84b45426cd57ba05dc7e6627e0bda7702cece1efb625377f4edfb1be"
    },
    {
      "storm_id": "935570",
      "lat": 43.5828,
      "lon": -108.3511,
      "motion_east": 0.4,
      "motion_south": -2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 571.0,
      "ebshear": 21.0,
      "srh01": 14.0,
      "maxllaz": 0.006,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6311
        },
        {
          "name": "alignment",
          "value": 0.2218
        },
        {
          "name": "tau",
          "value": 0.7504
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.7503820657730103,
      "coherence_diagnostics": {
        "tau": 0.7503820657730103,
        "grad_tau": 0.12804760038852692,
        "torsion": 0.0,
        "alignment": 0.22179287672042847,
        "S_field": 0.25963863730430603,
        "Gamma_field": 0.4980912506580353,
        "S_over_Gamma": 0.5212672352790833,
        "Da": 31.2872371673584,
        "E_coh": 0.8406177163124084,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.36,
              43.64
            ],
            [
              -108.32,
              43.64
            ],
            [
              -108.32,
              43.63
            ],
            [
              -108.3,
              43.61
            ],
            [
              -108.25,
              43.61
            ],
            [
              -108.23,
              43.6
            ],
            [
              -108.23,
              43.55
            ],
            [
              -108.26,
              43.53
            ],
            [
              -108.33,
              43.53
            ],
            [
              -108.35,
              43.56
            ],
            [
              -108.39,
              43.52
            ],
            [
              -108.45,
              43.52
            ],
            [
              -108.46,
              43.54
            ],
            [
              -108.44,
              43.57
            ],
            [
              -108.44,
              43.59
            ],
            [
              -108.43,
              43.59
            ],
            [
              -108.4,
              43.62
            ],
            [
              -108.36,
              43.64
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "23f1b18d76d761784c19403f3267bbba7a79d0cf36cca295448d3eb0ac09292b"
      },
      "receipt_sha256": "23f1b18d76d761784c19403f3267bbba7a79d0cf36cca295448d3eb0ac09292b"
    },
    {
      "storm_id": "935419",
      "lat": 33.4362,
      "lon": -97.7846,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 853.0,
      "ebshear": 19.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1311
        },
        {
          "name": "alignment",
          "value": -0.2566
        },
        {
          "name": "tau",
          "value": 1.1138
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.035
      },
      "coherence_score": 1.1138145923614502,
      "coherence_diagnostics": {
        "tau": 1.1138145923614502,
        "grad_tau": 0.17996668815612793,
        "torsion": 0.0,
        "alignment": -0.2565700113773346,
        "S_field": 0.36524826288223267,
        "Gamma_field": 0.25475791096687317,
        "S_over_Gamma": 1.4337072372436523,
        "Da": 15.13509464263916,
        "E_coh": 0.8561686277389526,
        "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": [
          [
            [
              -97.79,
              33.49
            ],
            [
              -97.75,
              33.49
            ],
            [
              -97.73,
              33.47
            ],
            [
              -97.73,
              33.45
            ],
            [
              -97.74,
              33.44
            ],
            [
              -97.75,
              33.4
            ],
            [
              -97.78,
              33.37
            ],
            [
              -97.82,
              33.37
            ],
            [
              -97.84,
              33.39
            ],
            [
              -97.84,
              33.41
            ],
            [
              -97.82,
              33.44
            ],
            [
              -97.82,
              33.46
            ],
            [
              -97.79,
              33.49
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e0d1168655ba16d67b477b62610d07cd872363b0081d3400a0e4259ec83ec48c"
      },
      "receipt_sha256": "e0d1168655ba16d67b477b62610d07cd872363b0081d3400a0e4259ec83ec48c"
    },
    {
      "storm_id": "935540",
      "lat": 43.5675,
      "lon": -110.1092,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 703.0,
      "ebshear": 13.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.2561
        },
        {
          "name": "alignment",
          "value": 0.8904
        },
        {
          "name": "tau",
          "value": 0.6539
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0349
      },
      "coherence_score": 0.6538575887680054,
      "coherence_diagnostics": {
        "tau": 0.6538575887680054,
        "grad_tau": 0.089653879404068,
        "torsion": 0.0,
        "alignment": 0.8904030919075012,
        "S_field": 0.33054646849632263,
        "Gamma_field": 0.5264245867729187,
        "S_over_Gamma": 0.62790846824646,
        "Da": 31.601585388183594,
        "E_coh": 0.8700903058052063,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.09,
              43.61
            ],
            [
              -110.06,
              43.61
            ],
            [
              -110.04,
              43.6
            ],
            [
              -110.07,
              43.58
            ],
            [
              -110.08,
              43.53
            ],
            [
              -110.12,
              43.5
            ],
            [
              -110.16,
              43.51
            ],
            [
              -110.17,
              43.52
            ],
            [
              -110.17,
              43.56
            ],
            [
              -110.14,
              43.59
            ],
            [
              -110.12,
              43.59
            ],
            [
              -110.09,
              43.61
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "05365aa55ed3a071e7bbc4cbe472bd788e88692e5e3762c87a90454182c24b61"
      },
      "receipt_sha256": "05365aa55ed3a071e7bbc4cbe472bd788e88692e5e3762c87a90454182c24b61"
    },
    {
      "storm_id": "935375",
      "lat": 41.7642,
      "lon": -111.215,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 736.0,
      "ebshear": 13.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0061
        },
        {
          "name": "alignment",
          "value": 1.6803
        },
        {
          "name": "tau",
          "value": 0.5903
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 0.5903202295303345,
      "coherence_diagnostics": {
        "tau": 0.5903202295303345,
        "grad_tau": 0.09274749457836151,
        "torsion": 0.0,
        "alignment": 1.6802502870559692,
        "S_field": 0.4742198586463928,
        "Gamma_field": 0.4405912160873413,
        "S_over_Gamma": 1.0763261318206787,
        "Da": 25.612377166748047,
        "E_coh": 0.8975915312767029,
        "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": [
          [
            [
              -111.23,
              41.81
            ],
            [
              -111.17,
              41.81
            ],
            [
              -111.16,
              41.78
            ],
            [
              -111.17,
              41.77
            ],
            [
              -111.17,
              41.75
            ],
            [
              -111.19,
              41.73
            ],
            [
              -111.22,
              41.73
            ],
            [
              -111.24,
              41.72
            ],
            [
              -111.26,
              41.74
            ],
            [
              -111.27,
              41.74
            ],
            [
              -111.27,
              41.78
            ],
            [
              -111.23,
              41.81
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "d421d4901aaa5b91e7842961113a1653a413b6518911f2908f4b2f1187197b44"
      },
      "receipt_sha256": "d421d4901aaa5b91e7842961113a1653a413b6518911f2908f4b2f1187197b44"
    },
    {
      "storm_id": "935505",
      "lat": 41.788,
      "lon": -110.935,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 506.0,
      "ebshear": 15.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0061
        },
        {
          "name": "alignment",
          "value": 1.6803
        },
        {
          "name": "tau",
          "value": 0.5903
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 0.5903202295303345,
      "coherence_diagnostics": {
        "tau": 0.5903202295303345,
        "grad_tau": 0.09274749457836151,
        "torsion": 0.0,
        "alignment": 1.6802502870559692,
        "S_field": 0.4742198586463928,
        "Gamma_field": 0.4405912160873413,
        "S_over_Gamma": 1.0763261318206787,
        "Da": 25.612377166748047,
        "E_coh": 0.8975915312767029,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.96,
              41.83
            ],
            [
              -110.95,
              41.83
            ],
            [
              -110.91,
              41.79
            ],
            [
              -110.9,
              41.79
            ],
            [
              -110.9,
              41.77
            ],
            [
              -110.92,
              41.76
            ],
            [
              -110.92,
              41.74
            ],
            [
              -110.93,
              41.74
            ],
            [
              -111.0,
              41.8
            ],
            [
              -110.96,
              41.83
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "d421d4901aaa5b91e7842961113a1653a413b6518911f2908f4b2f1187197b44"
      },
      "receipt_sha256": "d421d4901aaa5b91e7842961113a1653a413b6518911f2908f4b2f1187197b44"
    },
    {
      "storm_id": "935623",
      "lat": 41.0988,
      "lon": -116.3663,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 850.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 7.3811
        },
        {
          "name": "alignment",
          "value": -1.1616
        },
        {
          "name": "tau",
          "value": 0.3596
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0347
      },
      "coherence_score": 0.359610378742218,
      "coherence_diagnostics": {
        "tau": 0.359610378742218,
        "grad_tau": 0.06284008175134659,
        "torsion": 0.0,
        "alignment": -1.1615742444992065,
        "S_field": 0.10606083273887634,
        "Gamma_field": 0.6064245700836182,
        "S_over_Gamma": 0.17489534616470337,
        "Da": 33.96844482421875,
        "E_coh": 0.3571855127811432,
        "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": [
          [
            [
              -116.37,
              41.14
            ],
            [
              -116.33,
              41.12
            ],
            [
              -116.33,
              41.07
            ],
            [
              -116.35,
              41.06
            ],
            [
              -116.38,
              41.06
            ],
            [
              -116.4,
              41.08
            ],
            [
              -116.4,
              41.12
            ],
            [
              -116.37,
              41.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0347,
      "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": "722db17f9123a0cb920bf951777ca6d3b6335ae14f091383a14a424623220cca",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0347,
        "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": "f263baa7467ddcbc88133deb6f064d44a45aa6a15ddde6733c5e44c70cb16fe0"
      },
      "receipt_sha256": "f263baa7467ddcbc88133deb6f064d44a45aa6a15ddde6733c5e44c70cb16fe0"
    },
    {
      "storm_id": "935145",
      "lat": 36.055,
      "lon": -90.2913,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2839.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0061
        },
        {
          "name": "alignment",
          "value": 1.2533
        },
        {
          "name": "tau",
          "value": 2.7372
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0345
      },
      "coherence_score": 2.7371511459350586,
      "coherence_diagnostics": {
        "tau": 2.7371511459350586,
        "grad_tau": 0.19199404120445251,
        "torsion": 0.0,
        "alignment": 1.25332772731781,
        "S_field": 0.5108577609062195,
        "Gamma_field": 0.2689245641231537,
        "S_over_Gamma": 1.899632215499878,
        "Da": 15.671601295471191,
        "E_coh": 0.9520695209503174,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.31,
              36.09
            ],
            [
              -90.25,
              36.08
            ],
            [
              -90.25,
              36.03
            ],
            [
              -90.27,
              36.01
            ],
            [
              -90.31,
              36.01
            ],
            [
              -90.31,
              36.06
            ],
            [
              -90.32,
              36.07
            ],
            [
              -90.31,
              36.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0345,
      "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": "8110325622b1e8096a769a0eee3a979c96838d9b5f0f8fd98fe5410c18268bc8",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0345,
        "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": "f40c27f1217adb8eb59003b1805194b66e7a9e73b694c7d6dd44cf5e1caae698"
      },
      "receipt_sha256": "f40c27f1217adb8eb59003b1805194b66e7a9e73b694c7d6dd44cf5e1caae698"
    },
    {
      "storm_id": "935451",
      "lat": 32.9815,
      "lon": -97.791,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1214.0,
      "ebshear": 16.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1311
        },
        {
          "name": "alignment",
          "value": -0.2566
        },
        {
          "name": "tau",
          "value": 1.1138
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0344
      },
      "coherence_score": 1.1138145923614502,
      "coherence_diagnostics": {
        "tau": 1.1138145923614502,
        "grad_tau": 0.17996668815612793,
        "torsion": 0.0,
        "alignment": -0.2565700113773346,
        "S_field": 0.36524826288223267,
        "Gamma_field": 0.25475791096687317,
        "S_over_Gamma": 1.4337072372436523,
        "Da": 15.13509464263916,
        "E_coh": 0.8561686277389526,
        "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": [
          [
            [
              -97.79,
              33.05
            ],
            [
              -97.78,
              33.05
            ],
            [
              -97.77,
              33.05
            ],
            [
              -97.76,
              33.05
            ],
            [
              -97.75,
              33.05
            ],
            [
              -97.74,
              33.04
            ],
            [
              -97.74,
              33.03
            ],
            [
              -97.74,
              33.02
            ],
            [
              -97.75,
              33.01
            ],
            [
              -97.75,
              33.0
            ],
            [
              -97.75,
              32.99
            ],
            [
              -97.76,
              32.98
            ],
            [
              -97.77,
              32.97
            ],
            [
              -97.77,
              32.96
            ],
            [
              -97.78,
              32.95
            ],
            [
              -97.78,
              32.94
            ],
            [
              -97.78,
              32.93
            ],
            [
              -97.78,
              32.92
            ],
            [
              -97.78,
              32.91
            ],
            [
              -97.79,
              32.91
            ],
            [
              -97.78,
              32.92
            ],
            [
              -97.79,
              32.93
            ],
            [
              -97.8,
              32.93
            ],
            [
              -97.81,
              32.94
            ],
            [
              -97.82,
              32.94
            ],
            [
              -97.83,
              32.94
            ],
            [
              -97.84,
              32.93
            ],
            [
              -97.84,
              32.94
            ],
            [
              -97.84,
              32.95
            ],
            [
              -97.84,
              32.96
            ],
            [
              -97.83,
              32.97
            ],
            [
              -97.83,
              32.98
            ],
            [
              -97.83,
              32.99
            ],
            [
              -97.83,
              33.0
            ],
            [
              -97.82,
              33.01
            ],
            [
              -97.81,
              33.02
            ],
            [
              -97.81,
              33.03
            ],
            [
              -97.8,
              33.04
            ],
            [
              -97.79,
              33.05
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "e742b10e9d743436599662f4ea6ed30d1ce4098307d82fcd08da55291f91bf25"
      },
      "receipt_sha256": "e742b10e9d743436599662f4ea6ed30d1ce4098307d82fcd08da55291f91bf25"
    },
    {
      "storm_id": "935011",
      "lat": 40.7373,
      "lon": -86.5564,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2982.0,
      "ebshear": 13.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1311
        },
        {
          "name": "alignment",
          "value": -0.7606
        },
        {
          "name": "tau",
          "value": 2.1061
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0342
      },
      "coherence_score": 2.106112003326416,
      "coherence_diagnostics": {
        "tau": 2.106112003326416,
        "grad_tau": 0.20473013818264008,
        "torsion": 0.0,
        "alignment": -0.7605806589126587,
        "S_field": 0.7292520999908447,
        "Gamma_field": 0.32892459630966187,
        "S_over_Gamma": 2.2170798778533936,
        "Da": 20.515714645385742,
        "E_coh": 0.9853699803352356,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.58,
              40.77
            ],
            [
              -86.53,
              40.77
            ],
            [
              -86.52,
              40.76
            ],
            [
              -86.52,
              40.73
            ],
            [
              -86.5,
              40.71
            ],
            [
              -86.52,
              40.69
            ],
            [
              -86.58,
              40.69
            ],
            [
              -86.61,
              40.72
            ],
            [
              -86.59,
              40.74
            ],
            [
              -86.59,
              40.76
            ],
            [
              -86.58,
              40.77
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ce2dfcbbe32bd0ac5cc8e7f7d8fc1015075761ec66fd605dcb7505fcfa1c4cf1"
      },
      "receipt_sha256": "ce2dfcbbe32bd0ac5cc8e7f7d8fc1015075761ec66fd605dcb7505fcfa1c4cf1"
    },
    {
      "storm_id": "935033",
      "lat": 30.1725,
      "lon": -82.1456,
      "motion_east": 0.3,
      "motion_south": 2.1,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2728.0,
      "ebshear": 15.0,
      "srh01": 1.0,
      "maxllaz": 0.004,
      "mesh": 0.41,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5061
        },
        {
          "name": "alignment",
          "value": 1.9141
        },
        {
          "name": "tau",
          "value": 2.8993
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0342
      },
      "coherence_score": 2.899338483810425,
      "coherence_diagnostics": {
        "tau": 2.899338483810425,
        "grad_tau": 0.3997935950756073,
        "torsion": 0.0,
        "alignment": 1.9140667915344238,
        "S_field": 0.0597350150346756,
        "Gamma_field": 0.24225789308547974,
        "S_over_Gamma": 0.24657613039016724,
        "Da": 16.016752243041992,
        "E_coh": 0.5732850432395935,
        "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": [
          [
            [
              -82.24,
              30.23
            ],
            [
              -82.18,
              30.23
            ],
            [
              -82.16,
              30.21
            ],
            [
              -82.1,
              30.21
            ],
            [
              -82.09,
              30.22
            ],
            [
              -82.05,
              30.22
            ],
            [
              -82.02,
              30.19
            ],
            [
              -82.02,
              30.15
            ],
            [
              -82.07,
              30.09
            ],
            [
              -82.09,
              30.08
            ],
            [
              -82.13,
              30.08
            ],
            [
              -82.2,
              30.13
            ],
            [
              -82.22,
              30.13
            ],
            [
              -82.26,
              30.17
            ],
            [
              -82.26,
              30.19
            ],
            [
              -82.24,
              30.23
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ce2dfcbbe32bd0ac5cc8e7f7d8fc1015075761ec66fd605dcb7505fcfa1c4cf1"
      },
      "receipt_sha256": "ce2dfcbbe32bd0ac5cc8e7f7d8fc1015075761ec66fd605dcb7505fcfa1c4cf1"
    },
    {
      "storm_id": "935754",
      "lat": 37.308,
      "lon": -97.248,
      "motion_east": 1.8,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1212.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.5061
        },
        {
          "name": "alignment",
          "value": -0.2103
        },
        {
          "name": "tau",
          "value": 0.7991
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0342
      },
      "coherence_score": 0.7990731000900269,
      "coherence_diagnostics": {
        "tau": 0.7990731000900269,
        "grad_tau": 0.23024681210517883,
        "torsion": 0.0,
        "alignment": -0.21034112572669983,
        "S_field": 0.41433054208755493,
        "Gamma_field": 0.3480912446975708,
        "S_over_Gamma": 1.1902929544448853,
        "Da": 20.79264259338379,
        "E_coh": 0.9248723387718201,
        "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": [
          [
            [
              -97.28,
              37.34
            ],
            [
              -97.2,
              37.34
            ],
            [
              -97.2,
              37.26
            ],
            [
              -97.28,
              37.26
            ],
            [
              -97.28,
              37.34
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "ce2dfcbbe32bd0ac5cc8e7f7d8fc1015075761ec66fd605dcb7505fcfa1c4cf1"
      },
      "receipt_sha256": "ce2dfcbbe32bd0ac5cc8e7f7d8fc1015075761ec66fd605dcb7505fcfa1c4cf1"
    },
    {
      "storm_id": "935264",
      "lat": 37.085,
      "lon": -106.5731,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 889.0,
      "ebshear": 24.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.0061
        },
        {
          "name": "alignment",
          "value": -0.2037
        },
        {
          "name": "tau",
          "value": 0.4719
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 0.4719281792640686,
      "coherence_diagnostics": {
        "tau": 0.4719281792640686,
        "grad_tau": 0.04432638734579086,
        "torsion": 0.0,
        "alignment": -0.20370566844940186,
        "S_field": 0.1338786780834198,
        "Gamma_field": 0.6697579026222229,
        "S_over_Gamma": 0.19989114999771118,
        "Da": 39.61599349975586,
        "E_coh": 0.6948158740997314,
        "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": [
          [
            [
              -106.64,
              37.14
            ],
            [
              -106.59,
              37.14
            ],
            [
              -106.55,
              37.11
            ],
            [
              -106.5,
              37.11
            ],
            [
              -106.49,
              37.1
            ],
            [
              -106.5,
              37.09
            ],
            [
              -106.5,
              37.03
            ],
            [
              -106.52,
              37.02
            ],
            [
              -106.56,
              37.02
            ],
            [
              -106.58,
              37.03
            ],
            [
              -106.59,
              37.05
            ],
            [
              -106.61,
              37.06
            ],
            [
              -106.61,
              37.08
            ],
            [
              -106.64,
              37.11
            ],
            [
              -106.65,
              37.13
            ],
            [
              -106.64,
              37.14
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "bd28a563d57e952b51eb27f2aca4acd60d6b1ec8e9d174e6d9218205d72c39f1"
      },
      "receipt_sha256": "bd28a563d57e952b51eb27f2aca4acd60d6b1ec8e9d174e6d9218205d72c39f1"
    },
    {
      "storm_id": "935580",
      "lat": 36.24,
      "lon": -106.935,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 704.0,
      "ebshear": 22.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6311
        },
        {
          "name": "alignment",
          "value": 0.0932
        },
        {
          "name": "tau",
          "value": 0.5082
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 0.5081602334976196,
      "coherence_diagnostics": {
        "tau": 0.5081602334976196,
        "grad_tau": 0.0785207748413086,
        "torsion": 0.0,
        "alignment": 0.09317299723625183,
        "S_field": 0.21398665010929108,
        "Gamma_field": 0.4780912399291992,
        "S_over_Gamma": 0.4475853741168976,
        "Da": 28.322498321533203,
        "E_coh": 0.8465455174446106,
        "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": [
          [
            [
              -107.0,
              36.27
            ],
            [
              -106.9,
              36.27
            ],
            [
              -106.89,
              36.26
            ],
            [
              -106.9,
              36.24
            ],
            [
              -106.9,
              36.21
            ],
            [
              -106.91,
              36.2
            ],
            [
              -106.93,
              36.2
            ],
            [
              -106.94,
              36.22
            ],
            [
              -106.98,
              36.26
            ],
            [
              -107.0,
              36.27
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "bd28a563d57e952b51eb27f2aca4acd60d6b1ec8e9d174e6d9218205d72c39f1"
      },
      "receipt_sha256": "bd28a563d57e952b51eb27f2aca4acd60d6b1ec8e9d174e6d9218205d72c39f1"
    },
    {
      "storm_id": "935587",
      "lat": 32.457,
      "lon": -107.239,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 675.0,
      "ebshear": 23.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.0061
        },
        {
          "name": "alignment",
          "value": 1.2006
        },
        {
          "name": "tau",
          "value": 0.9448
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.034
      },
      "coherence_score": 0.9447711706161499,
      "coherence_diagnostics": {
        "tau": 0.9447711706161499,
        "grad_tau": 0.2053576558828354,
        "torsion": 0.0,
        "alignment": 1.200592041015625,
        "S_field": 0.2395106852054596,
        "Gamma_field": 0.4747579097747803,
        "S_over_Gamma": 0.5044901371002197,
        "Da": 29.530807495117188,
        "E_coh": 0.71710604429245,
        "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": [
          [
            [
              -107.25,
              32.5
            ],
            [
              -107.22,
              32.5
            ],
            [
              -107.2,
              32.49
            ],
            [
              -107.2,
              32.42
            ],
            [
              -107.21,
              32.41
            ],
            [
              -107.23,
              32.42
            ],
            [
              -107.27,
              32.42
            ],
            [
              -107.28,
              32.43
            ],
            [
              -107.28,
              32.48
            ],
            [
              -107.25,
              32.5
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "c8e0889934d61f5a0c3d0ddc87ca0ea5f55747f13daf012da4ee06ce7f4ffc17"
      },
      "receipt_sha256": "c8e0889934d61f5a0c3d0ddc87ca0ea5f55747f13daf012da4ee06ce7f4ffc17"
    },
    {
      "storm_id": "935626",
      "lat": 39.877,
      "lon": -88.744,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2220.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6311
        },
        {
          "name": "alignment",
          "value": 0.1985
        },
        {
          "name": "tau",
          "value": 1.9851
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 1.9850600957870483,
      "coherence_diagnostics": {
        "tau": 1.9850600957870483,
        "grad_tau": 0.3205941617488861,
        "torsion": 0.0,
        "alignment": 0.19853265583515167,
        "S_field": 0.7447052597999573,
        "Gamma_field": 0.30725792050361633,
        "S_over_Gamma": 2.4237136840820312,
        "Da": 18.92498779296875,
        "E_coh": 0.9790195822715759,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.74,
              39.94
            ],
            [
              -88.73,
              39.94
            ],
            [
              -88.74,
              39.92
            ],
            [
              -88.72,
              39.9
            ],
            [
              -88.71,
              39.9
            ],
            [
              -88.72,
              39.89
            ],
            [
              -88.71,
              39.88
            ],
            [
              -88.71,
              39.86
            ],
            [
              -88.72,
              39.85
            ],
            [
              -88.71,
              39.84
            ],
            [
              -88.71,
              39.82
            ],
            [
              -88.73,
              39.81
            ],
            [
              -88.76,
              39.82
            ],
            [
              -88.77,
              39.81
            ],
            [
              -88.79,
              39.82
            ],
            [
              -88.81,
              39.86
            ],
            [
              -88.81,
              39.92
            ],
            [
              -88.79,
              39.91
            ],
            [
              -88.76,
              39.91
            ],
            [
              -88.74,
              39.94
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "eba98a1775bf8be1a6e5b8eb3e0d9fe2453e2419991acc0e4ce605aef4abc291"
      },
      "receipt_sha256": "eba98a1775bf8be1a6e5b8eb3e0d9fe2453e2419991acc0e4ce605aef4abc291"
    },
    {
      "storm_id": "935591",
      "lat": 44.9478,
      "lon": -108.7511,
      "motion_east": 0.4,
      "motion_south": -4.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 852.0,
      "ebshear": 13.0,
      "srh01": 2.0,
      "maxllaz": 0.006,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.2561
        },
        {
          "name": "alignment",
          "value": -0.0924
        },
        {
          "name": "tau",
          "value": 0.9663
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0337
      },
      "coherence_score": 0.9663002490997314,
      "coherence_diagnostics": {
        "tau": 0.9663002490997314,
        "grad_tau": 0.22074732184410095,
        "torsion": 0.0,
        "alignment": -0.09238672256469727,
        "S_field": 0.3335829973220825,
        "Gamma_field": 0.49059125781059265,
        "S_over_Gamma": 0.6799611449241638,
        "Da": 29.39049530029297,
        "E_coh": 0.7878199219703674,
        "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": [
          [
            [
              -108.78,
              44.98
            ],
            [
              -108.7,
              44.98
            ],
            [
              -108.69,
              44.97
            ],
            [
              -108.7,
              44.95
            ],
            [
              -108.7,
              44.9
            ],
            [
              -108.79,
              44.9
            ],
            [
              -108.81,
              44.91
            ],
            [
              -108.81,
              44.96
            ],
            [
              -108.78,
              44.98
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7978fa3ab3d37daaf4e451f73b44f386400daf27365eea91d40bdff8e0aaf901"
      },
      "receipt_sha256": "7978fa3ab3d37daaf4e451f73b44f386400daf27365eea91d40bdff8e0aaf901"
    },
    {
      "storm_id": "935617",
      "lat": 44.9444,
      "lon": -108.1394,
      "motion_east": 2.9,
      "motion_south": -3.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 675.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.71,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.2561
        },
        {
          "name": "alignment",
          "value": -0.0924
        },
        {
          "name": "tau",
          "value": 0.9663
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0337
      },
      "coherence_score": 0.9663002490997314,
      "coherence_diagnostics": {
        "tau": 0.9663002490997314,
        "grad_tau": 0.22074732184410095,
        "torsion": 0.0,
        "alignment": -0.09238672256469727,
        "S_field": 0.3335829973220825,
        "Gamma_field": 0.49059125781059265,
        "S_over_Gamma": 0.6799611449241638,
        "Da": 29.39049530029297,
        "E_coh": 0.7878199219703674,
        "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": [
          [
            [
              -107.96,
              45.04
            ],
            [
              -107.95,
              45.02
            ],
            [
              -107.95,
              44.98
            ],
            [
              -107.96,
              44.97
            ],
            [
              -107.99,
              44.97
            ],
            [
              -108.0,
              44.96
            ],
            [
              -108.05,
              44.95
            ],
            [
              -108.07,
              44.93
            ],
            [
              -108.13,
              44.93
            ],
            [
              -108.15,
              44.92
            ],
            [
              -108.17,
              44.9
            ],
            [
              -108.17,
              44.89
            ],
            [
              -108.19,
              44.89
            ],
            [
              -108.2,
              44.88
            ],
            [
              -108.27,
              44.88
            ],
            [
              -108.29,
              44.86
            ],
            [
              -108.29,
              44.84
            ],
            [
              -108.32,
              44.82
            ],
            [
              -108.34,
              44.84
            ],
            [
              -108.35,
              44.87
            ],
            [
              -108.33,
              44.89
            ],
            [
              -108.28,
              44.89
            ],
            [
              -108.25,
              44.92
            ],
            [
              -108.25,
              44.95
            ],
            [
              -108.21,
              44.96
            ],
            [
              -108.17,
              45.0
            ],
            [
              -108.15,
              45.0
            ],
            [
              -108.14,
              45.01
            ],
            [
              -108.09,
              45.01
            ],
            [
              -108.08,
              45.02
            ],
            [
              -108.03,
              45.02
            ],
            [
              -108.02,
              45.03
            ],
            [
              -107.98,
              45.03
            ],
            [
              -107.96,
              45.04
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7978fa3ab3d37daaf4e451f73b44f386400daf27365eea91d40bdff8e0aaf901"
      },
      "receipt_sha256": "7978fa3ab3d37daaf4e451f73b44f386400daf27365eea91d40bdff8e0aaf901"
    },
    {
      "storm_id": "935288",
      "lat": 39.95,
      "lon": -112.6336,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 393.0,
      "ebshear": 11.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5061
        },
        {
          "name": "alignment",
          "value": 1.0726
        },
        {
          "name": "tau",
          "value": 0.3508
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0336
      },
      "coherence_score": 0.3508109450340271,
      "coherence_diagnostics": {
        "tau": 0.3508109450340271,
        "grad_tau": 0.0730712041258812,
        "torsion": 0.0,
        "alignment": 1.0725963115692139,
        "S_field": 0.2187267392873764,
        "Gamma_field": 0.5647578835487366,
        "S_over_Gamma": 0.3872929513454437,
        "Da": 33.67212677001953,
        "E_coh": 0.7753423452377319,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.65,
              39.99
            ],
            [
              -112.59,
              39.98
            ],
            [
              -112.59,
              39.95
            ],
            [
              -112.56,
              39.91
            ],
            [
              -112.63,
              39.91
            ],
            [
              -112.64,
              39.92
            ],
            [
              -112.66,
              39.92
            ],
            [
              -112.68,
              39.94
            ],
            [
              -112.66,
              39.96
            ],
            [
              -112.66,
              39.98
            ],
            [
              -112.65,
              39.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0336,
      "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": "675255ff4a3fca922495804f904a8b9dd0aba2f4f429488e185401df9e9f8834",
        "issued_at": "2026-07-17T00:31:51Z",
        "raw_probability": 0.0336,
        "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": "69dbb2cc2b2bd89aa471c861ef0f5f44e08da377de5ac2d5679942a6a42078c4"
      },
      "receipt_sha256": "69dbb2cc2b2bd89aa471c861ef0f5f44e08da377de5ac2d5679942a6a42078c4"
    },
    {
      "storm_id": "933881",
      "lat": 33.0389,
      "lon": -107.9496,
      "motion_east": -1.0,
      "motion_south": -1.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 514.0,
      "ebshear": 14.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0061
        },
        {
          "name": "alignment",
          "value": 0.3813
        },
        {
          "name": "tau",
          "value": 0.8148
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 0.8147608041763306,
      "coherence_diagnostics": {
        "tau": 0.8147608041763306,
        "grad_tau": 0.12294189631938934,
        "torsion": 0.0,
        "alignment": 0.38129594922065735,
        "S_field": 0.2705698311328888,
        "Gamma_field": 0.4014245867729187,
        "S_over_Gamma": 0.6740240454673767,
        "Da": 25.08352279663086,
        "E_coh": 0.8252836465835571,
        "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": [
          [
            [
              -107.91,
              33.16
            ],
            [
              -107.86,
              33.16
            ],
            [
              -107.85,
              33.15
            ],
            [
              -107.85,
              33.1
            ],
            [
              -107.87,
              33.08
            ],
            [
              -107.89,
              33.08
            ],
            [
              -107.91,
              33.06
            ],
            [
              -107.91,
              33.04
            ],
            [
              -107.92,
              33.03
            ],
            [
              -107.92,
              32.99
            ],
            [
              -107.95,
              32.95
            ],
            [
              -107.95,
              32.92
            ],
            [
              -108.0,
              32.89
            ],
            [
              -108.05,
              32.89
            ],
            [
              -108.07,
              32.9
            ],
            [
              -108.08,
              32.92
            ],
            [
              -108.08,
              32.98
            ],
            [
              -108.06,
              33.0
            ],
            [
              -108.02,
              33.0
            ],
            [
              -107.98,
              33.04
            ],
            [
              -107.98,
              33.06
            ],
            [
              -107.94,
              33.06
            ],
            [
              -107.93,
              33.07
            ],
            [
              -107.92,
              33.09
            ],
            [
              -107.92,
              33.13
            ],
            [
              -107.91,
              33.14
            ],
            [
              -107.91,
              33.16
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7755fa3a9e17c1f12b0ab9e65bb9abfdd8bd93238c43fb08c3caadde48bda470"
      },
      "receipt_sha256": "7755fa3a9e17c1f12b0ab9e65bb9abfdd8bd93238c43fb08c3caadde48bda470"
    },
    {
      "storm_id": "934657",
      "lat": 30.2925,
      "lon": -81.9617,
      "motion_east": 0.4,
      "motion_south": 2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3727.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.005,
      "mesh": 0.23,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5061
        },
        {
          "name": "alignment",
          "value": 1.9141
        },
        {
          "name": "tau",
          "value": 2.8993
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 2.899338483810425,
      "coherence_diagnostics": {
        "tau": 2.899338483810425,
        "grad_tau": 0.3997935950756073,
        "torsion": 0.0,
        "alignment": 1.9140667915344238,
        "S_field": 0.0597350150346756,
        "Gamma_field": 0.24225789308547974,
        "S_over_Gamma": 0.24657613039016724,
        "Da": 16.016752243041992,
        "E_coh": 0.5732850432395935,
        "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": [
          [
            [
              -82.01,
              30.34
            ],
            [
              -81.98,
              30.34
            ],
            [
              -81.96,
              30.32
            ],
            [
              -81.91,
              30.3
            ],
            [
              -81.89,
              30.27
            ],
            [
              -81.89,
              30.24
            ],
            [
              -81.9,
              30.23
            ],
            [
              -81.95,
              30.23
            ],
            [
              -82.0,
              30.28
            ],
            [
              -82.02,
              30.29
            ],
            [
              -82.02,
              30.33
            ],
            [
              -82.01,
              30.34
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7755fa3a9e17c1f12b0ab9e65bb9abfdd8bd93238c43fb08c3caadde48bda470"
      },
      "receipt_sha256": "7755fa3a9e17c1f12b0ab9e65bb9abfdd8bd93238c43fb08c3caadde48bda470"
    },
    {
      "storm_id": "935559",
      "lat": 30.0421,
      "lon": -81.915,
      "motion_east": 0.4,
      "motion_south": 2.0,
      "valid_time": "20260717_000041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3616.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5061
        },
        {
          "name": "alignment",
          "value": 1.9141
        },
        {
          "name": "tau",
          "value": 2.8993
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0329
      },
      "coherence_score": 2.899338483810425,
      "coherence_diagnostics": {
        "tau": 2.899338483810425,
        "grad_tau": 0.3997935950756073,
        "torsion": 0.0,
        "alignment": 1.9140667915344238,
        "S_field": 0.0597350150346756,
        "Gamma_field": 0.24225789308547974,
        "S_over_Gamma": 0.24657613039016724,
        "Da": 16.016752243041992,
        "E_coh": 0.5732850432395935,
        "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": [
          [
            [
              -81.95,
              30.09
            ],
            [
              -81.91,
              30.09
            ],
            [
              -81.87,
              30.06
            ],
            [
              -81.86,
              30.06
            ],
            [
              -81.87,
              30.04
            ],
            [
              -81.87,
              30.0
            ],
            [
              -81.86,
              29.99
            ],
            [
              -81.9,
              29.99
            ],
            [
              -81.91,
              30.0
            ],
            [
              -81.94,
              30.0
            ],
            [
              -81.98,
              30.02
            ],
            [
              -81.98,
              30.08
            ],
            [
              -81.96,
              30.08
            ],
            [
              -81.95,
              30.09
            ]
          ]
        ]
      },
      "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": "2026-07-17T00:31:51Z",
        "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": "7755fa3a9e17c1f12b0ab9e65bb9abfdd8bd93238c43fb08c3caadde48bda470"
      },
      "receipt_sha256": "7755fa3a9e17c1f12b0ab9e65bb9abfdd8bd93238c43fb08c3caadde48bda470"
    }
  ]
}