{
  "forecast_id": "to_fcst_20260728_0857",
  "hazard": "tornado",
  "issued_at": "2026-07-28T08:57:03Z",
  "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": 186,
  "top_probability": 0.024,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "179984",
      "lat": 39.1394,
      "lon": -83.5288,
      "motion_east": 12.6,
      "motion_south": 3.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1897.0,
      "ebshear": 41.0,
      "srh01": 348.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 348.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.41
        },
        {
          "name": "alignment",
          "value": -21.6114
        },
        {
          "name": "tau",
          "value": 1.9427
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7947
      },
      "coherence_score": 1.9426922798156738,
      "coherence_diagnostics": {
        "tau": 1.9426922798156738,
        "grad_tau": 0.47187575697898865,
        "torsion": 0.0,
        "alignment": -21.611431121826172,
        "S_field": 1.4339853525161743,
        "Gamma_field": 0.711412787437439,
        "S_over_Gamma": 2.0156867504119873,
        "Da": 43.83341979980469,
        "E_coh": 0.47155579924583435,
        "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": [
          [
            [
              -83.55,
              39.23
            ],
            [
              -83.5,
              39.23
            ],
            [
              -83.48,
              39.22
            ],
            [
              -83.46,
              39.19
            ],
            [
              -83.46,
              39.14
            ],
            [
              -83.48,
              39.11
            ],
            [
              -83.48,
              39.09
            ],
            [
              -83.5,
              39.05
            ],
            [
              -83.52,
              39.04
            ],
            [
              -83.55,
              39.04
            ],
            [
              -83.57,
              39.06
            ],
            [
              -83.59,
              39.1
            ],
            [
              -83.59,
              39.14
            ],
            [
              -83.6,
              39.15
            ],
            [
              -83.58,
              39.21
            ],
            [
              -83.55,
              39.23
            ]
          ]
        ]
      },
      "raw_probability": 0.7947,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8c79b501381cf63dfb67059165679e630905b45759fa8c7d83cf200920a11308",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7947,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72309222e98e23e8660b194c76b554cbf4a0f52f4e5b6ad6bd3add95003d1050"
      },
      "receipt_sha256": "72309222e98e23e8660b194c76b554cbf4a0f52f4e5b6ad6bd3add95003d1050"
    },
    {
      "storm_id": "180195",
      "lat": 39.216,
      "lon": -83.304,
      "motion_east": 12.0,
      "motion_south": 3.8,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1877.0,
      "ebshear": 41.0,
      "srh01": 354.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 354.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.41
        },
        {
          "name": "alignment",
          "value": -21.6114
        },
        {
          "name": "tau",
          "value": 1.9427
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7947
      },
      "coherence_score": 1.9426922798156738,
      "coherence_diagnostics": {
        "tau": 1.9426922798156738,
        "grad_tau": 0.47187575697898865,
        "torsion": 0.0,
        "alignment": -21.611431121826172,
        "S_field": 1.4339853525161743,
        "Gamma_field": 0.711412787437439,
        "S_over_Gamma": 2.0156867504119873,
        "Da": 43.83341979980469,
        "E_coh": 0.47155579924583435,
        "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": [
          [
            [
              -83.3,
              39.3
            ],
            [
              -83.25,
              39.3
            ],
            [
              -83.24,
              39.29
            ],
            [
              -83.24,
              39.23
            ],
            [
              -83.26,
              39.21
            ],
            [
              -83.26,
              39.2
            ],
            [
              -83.27,
              39.19
            ],
            [
              -83.29,
              39.19
            ],
            [
              -83.35,
              39.12
            ],
            [
              -83.38,
              39.12
            ],
            [
              -83.39,
              39.15
            ],
            [
              -83.35,
              39.18
            ],
            [
              -83.34,
              39.2
            ],
            [
              -83.34,
              39.26
            ],
            [
              -83.3,
              39.3
            ]
          ]
        ]
      },
      "raw_probability": 0.7947,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8c79b501381cf63dfb67059165679e630905b45759fa8c7d83cf200920a11308",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7947,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72309222e98e23e8660b194c76b554cbf4a0f52f4e5b6ad6bd3add95003d1050"
      },
      "receipt_sha256": "72309222e98e23e8660b194c76b554cbf4a0f52f4e5b6ad6bd3add95003d1050"
    },
    {
      "storm_id": "179890",
      "lat": 39.9076,
      "lon": -82.3694,
      "motion_east": 11.7,
      "motion_south": 6.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 863.0,
      "ebshear": 27.0,
      "srh01": 123.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.785
        },
        {
          "name": "alignment",
          "value": -17.3557
        },
        {
          "name": "tau",
          "value": 1.413
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.792
      },
      "coherence_score": 1.413020372390747,
      "coherence_diagnostics": {
        "tau": 1.413020372390747,
        "grad_tau": 0.39326032996177673,
        "torsion": 0.0,
        "alignment": -17.355731964111328,
        "S_field": 1.17368745803833,
        "Gamma_field": 0.7497461438179016,
        "S_over_Gamma": 1.5654464960098267,
        "Da": 45.52096939086914,
        "E_coh": 0.3836224377155304,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.42,
              39.99
            ],
            [
              -82.4,
              39.99
            ],
            [
              -82.39,
              39.98
            ],
            [
              -82.35,
              39.98
            ],
            [
              -82.35,
              39.97
            ],
            [
              -82.31,
              39.92
            ],
            [
              -82.29,
              39.88
            ],
            [
              -82.29,
              39.84
            ],
            [
              -82.31,
              39.82
            ],
            [
              -82.34,
              39.81
            ],
            [
              -82.35,
              39.82
            ],
            [
              -82.37,
              39.82
            ],
            [
              -82.4,
              39.85
            ],
            [
              -82.41,
              39.88
            ],
            [
              -82.44,
              39.92
            ],
            [
              -82.44,
              39.97
            ],
            [
              -82.42,
              39.99
            ]
          ]
        ]
      },
      "raw_probability": 0.792,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "34a130c8dfde914858d91598efbc3156aa2a471749ee63772febf3445a2a4b4a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.792,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11c317af42a6d84341672d849e9ab306f3563e8afe8739b786f91872e827df61"
      },
      "receipt_sha256": "11c317af42a6d84341672d849e9ab306f3563e8afe8739b786f91872e827df61"
    },
    {
      "storm_id": "180009",
      "lat": 38.8987,
      "lon": -83.606,
      "motion_east": 11.6,
      "motion_south": 2.1,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1716.0,
      "ebshear": 35.0,
      "srh01": 317.0,
      "maxllaz": 0.006,
      "mesh": 0.29,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 317.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.41
        },
        {
          "name": "alignment",
          "value": -21.6114
        },
        {
          "name": "tau",
          "value": 1.9427
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7897
      },
      "coherence_score": 1.9426922798156738,
      "coherence_diagnostics": {
        "tau": 1.9426922798156738,
        "grad_tau": 0.47187575697898865,
        "torsion": 0.0,
        "alignment": -21.611431121826172,
        "S_field": 1.4339853525161743,
        "Gamma_field": 0.711412787437439,
        "S_over_Gamma": 2.0156867504119873,
        "Da": 43.83341979980469,
        "E_coh": 0.47155579924583435,
        "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": [
          [
            [
              -83.64,
              38.97
            ],
            [
              -83.52,
              38.97
            ],
            [
              -83.52,
              38.94
            ],
            [
              -83.51,
              38.93
            ],
            [
              -83.51,
              38.88
            ],
            [
              -83.56,
              38.8
            ],
            [
              -83.62,
              38.79
            ],
            [
              -83.62,
              38.81
            ],
            [
              -83.64,
              38.84
            ],
            [
              -83.64,
              38.86
            ],
            [
              -83.66,
              38.9
            ],
            [
              -83.68,
              38.92
            ],
            [
              -83.67,
              38.95
            ],
            [
              -83.66,
              38.95
            ],
            [
              -83.64,
              38.97
            ]
          ]
        ]
      },
      "raw_probability": 0.7897,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5c87205067932740b254c15f71a4d1251866b84a2a27f261316b45164ee49b48",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7897,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c118e699314a048962a76201204d3963f93aec092c19b3c8f6e8d13c0f42bf0"
      },
      "receipt_sha256": "1c118e699314a048962a76201204d3963f93aec092c19b3c8f6e8d13c0f42bf0"
    },
    {
      "storm_id": "180161",
      "lat": 39.5107,
      "lon": -82.9907,
      "motion_east": 7.8,
      "motion_south": 7.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1697.0,
      "ebshear": 41.0,
      "srh01": 367.0,
      "maxllaz": 0.007,
      "mesh": 0.24,
      "flash_rate": 20.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 367.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": -9.2911
        },
        {
          "name": "tau",
          "value": 1.7582
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7871
      },
      "coherence_score": 1.7582498788833618,
      "coherence_diagnostics": {
        "tau": 1.7582498788833618,
        "grad_tau": 0.4492936432361603,
        "torsion": 0.0,
        "alignment": -9.29109001159668,
        "S_field": 1.212909460067749,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 1.5740225315093994,
        "Da": 47.450042724609375,
        "E_coh": 0.44380268454551697,
        "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": [
          [
            [
              -82.99,
              39.6
            ],
            [
              -82.97,
              39.6
            ],
            [
              -82.96,
              39.59
            ],
            [
              -82.96,
              39.54
            ],
            [
              -82.93,
              39.5
            ],
            [
              -82.93,
              39.44
            ],
            [
              -82.96,
              39.41
            ],
            [
              -83.01,
              39.39
            ],
            [
              -83.03,
              39.4
            ],
            [
              -83.04,
              39.42
            ],
            [
              -83.04,
              39.54
            ],
            [
              -83.03,
              39.55
            ],
            [
              -83.03,
              39.57
            ],
            [
              -82.99,
              39.6
            ]
          ]
        ]
      },
      "raw_probability": 0.7871,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b99bdca5d472fcc7dc01c54a82f1f681e076b2645c05cf23cf72506fb977f75",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7871,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
      },
      "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
    },
    {
      "storm_id": "180162",
      "lat": 39.4067,
      "lon": -83.5078,
      "motion_east": 12.2,
      "motion_south": 3.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1934.0,
      "ebshear": 47.0,
      "srh01": 372.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 372.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": -9.2911
        },
        {
          "name": "tau",
          "value": 1.7582
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7871
      },
      "coherence_score": 1.7582498788833618,
      "coherence_diagnostics": {
        "tau": 1.7582498788833618,
        "grad_tau": 0.4492936432361603,
        "torsion": 0.0,
        "alignment": -9.29109001159668,
        "S_field": 1.212909460067749,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 1.5740225315093994,
        "Da": 47.450042724609375,
        "E_coh": 0.44380268454551697,
        "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": [
          [
            [
              -83.52,
              39.44
            ],
            [
              -83.5,
              39.44
            ],
            [
              -83.48,
              39.41
            ],
            [
              -83.48,
              39.38
            ],
            [
              -83.49,
              39.37
            ],
            [
              -83.52,
              39.37
            ],
            [
              -83.53,
              39.38
            ],
            [
              -83.53,
              39.43
            ],
            [
              -83.52,
              39.44
            ]
          ]
        ]
      },
      "raw_probability": 0.7871,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b99bdca5d472fcc7dc01c54a82f1f681e076b2645c05cf23cf72506fb977f75",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7871,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
      },
      "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
    },
    {
      "storm_id": "180222",
      "lat": 39.4927,
      "lon": -82.8082,
      "motion_east": 7.7,
      "motion_south": 7.1,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1363.0,
      "ebshear": 33.0,
      "srh01": 347.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 347.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": -9.2911
        },
        {
          "name": "tau",
          "value": 1.7582
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7871
      },
      "coherence_score": 1.7582498788833618,
      "coherence_diagnostics": {
        "tau": 1.7582498788833618,
        "grad_tau": 0.4492936432361603,
        "torsion": 0.0,
        "alignment": -9.29109001159668,
        "S_field": 1.212909460067749,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 1.5740225315093994,
        "Da": 47.450042724609375,
        "E_coh": 0.44380268454551697,
        "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": [
          [
            [
              -82.84,
              39.54
            ],
            [
              -82.81,
              39.54
            ],
            [
              -82.79,
              39.53
            ],
            [
              -82.75,
              39.49
            ],
            [
              -82.75,
              39.45
            ],
            [
              -82.77,
              39.43
            ],
            [
              -82.81,
              39.43
            ],
            [
              -82.83,
              39.45
            ],
            [
              -82.85,
              39.49
            ],
            [
              -82.85,
              39.53
            ],
            [
              -82.84,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.7871,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b99bdca5d472fcc7dc01c54a82f1f681e076b2645c05cf23cf72506fb977f75",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7871,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
      },
      "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
    },
    {
      "storm_id": "180252",
      "lat": 39.7,
      "lon": -83.0089,
      "motion_east": 7.7,
      "motion_south": 7.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1724.0,
      "ebshear": 45.0,
      "srh01": 337.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 337.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": -9.2911
        },
        {
          "name": "tau",
          "value": 1.7582
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7871
      },
      "coherence_score": 1.7582498788833618,
      "coherence_diagnostics": {
        "tau": 1.7582498788833618,
        "grad_tau": 0.4492936432361603,
        "torsion": 0.0,
        "alignment": -9.29109001159668,
        "S_field": 1.212909460067749,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 1.5740225315093994,
        "Da": 47.450042724609375,
        "E_coh": 0.44380268454551697,
        "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": [
          [
            [
              -83.02,
              39.73
            ],
            [
              -82.98,
              39.73
            ],
            [
              -82.97,
              39.71
            ],
            [
              -82.98,
              39.67
            ],
            [
              -83.0,
              39.66
            ],
            [
              -83.03,
              39.67
            ],
            [
              -83.04,
              39.69
            ],
            [
              -83.04,
              39.71
            ],
            [
              -83.02,
              39.73
            ]
          ]
        ]
      },
      "raw_probability": 0.7871,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b99bdca5d472fcc7dc01c54a82f1f681e076b2645c05cf23cf72506fb977f75",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7871,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
      },
      "receipt_sha256": "05ec9b215535f6db92b18f140dd540ac90689d46a0745ebe24168dc367879b1d"
    },
    {
      "storm_id": "180193",
      "lat": 39.8442,
      "lon": -81.9033,
      "motion_east": 12.1,
      "motion_south": 4.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 541.0,
      "ebshear": 33.0,
      "srh01": 119.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.785
        },
        {
          "name": "alignment",
          "value": -17.3557
        },
        {
          "name": "tau",
          "value": 1.413
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.785
      },
      "coherence_score": 1.413020372390747,
      "coherence_diagnostics": {
        "tau": 1.413020372390747,
        "grad_tau": 0.39326032996177673,
        "torsion": 0.0,
        "alignment": -17.355731964111328,
        "S_field": 1.17368745803833,
        "Gamma_field": 0.7497461438179016,
        "S_over_Gamma": 1.5654464960098267,
        "Da": 45.52096939086914,
        "E_coh": 0.3836224377155304,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.9,
              39.89
            ],
            [
              -81.88,
              39.87
            ],
            [
              -81.88,
              39.84
            ],
            [
              -81.87,
              39.83
            ],
            [
              -81.87,
              39.8
            ],
            [
              -81.88,
              39.79
            ],
            [
              -81.92,
              39.79
            ],
            [
              -81.95,
              39.81
            ],
            [
              -81.95,
              39.86
            ],
            [
              -81.93,
              39.88
            ],
            [
              -81.91,
              39.88
            ],
            [
              -81.9,
              39.89
            ]
          ]
        ]
      },
      "raw_probability": 0.785,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "cd65447f352825033858ec378bcbc9105510fa7e9b00693d8b5d0443171234fc",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.785,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37bf7093f7bdd3075c62b12a2027bd47dcc96d037d4a026a7bfd99c2755dc386"
      },
      "receipt_sha256": "37bf7093f7bdd3075c62b12a2027bd47dcc96d037d4a026a7bfd99c2755dc386"
    },
    {
      "storm_id": "180082",
      "lat": 39.12,
      "lon": -81.9641,
      "motion_east": 8.7,
      "motion_south": 4.9,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 831.0,
      "ebshear": 30.0,
      "srh01": 120.0,
      "maxllaz": 0.005,
      "mesh": 0.5,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.91
        },
        {
          "name": "alignment",
          "value": -21.6236
        },
        {
          "name": "tau",
          "value": 1.4947
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7779
      },
      "coherence_score": 1.4946637153625488,
      "coherence_diagnostics": {
        "tau": 1.4946637153625488,
        "grad_tau": 0.473420649766922,
        "torsion": 0.0,
        "alignment": -21.62355613708496,
        "S_field": 1.2600020170211792,
        "Gamma_field": 0.6239127516746521,
        "S_over_Gamma": 2.0195164680480957,
        "Da": 38.30781173706055,
        "E_coh": 0.43834686279296875,
        "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": [
          [
            [
              -82.0,
              39.23
            ],
            [
              -81.96,
              39.23
            ],
            [
              -81.95,
              39.22
            ],
            [
              -81.95,
              39.17
            ],
            [
              -81.97,
              39.15
            ],
            [
              -81.98,
              39.15
            ],
            [
              -81.99,
              39.13
            ],
            [
              -81.95,
              39.09
            ],
            [
              -81.93,
              39.08
            ],
            [
              -81.89,
              39.08
            ],
            [
              -81.88,
              39.06
            ],
            [
              -81.88,
              39.03
            ],
            [
              -81.89,
              39.01
            ],
            [
              -81.91,
              39.0
            ],
            [
              -81.97,
              39.03
            ],
            [
              -82.02,
              39.04
            ],
            [
              -82.04,
              39.06
            ],
            [
              -82.04,
              39.11
            ],
            [
              -81.99,
              39.15
            ],
            [
              -82.01,
              39.17
            ],
            [
              -82.01,
              39.22
            ],
            [
              -82.0,
              39.23
            ]
          ]
        ]
      },
      "raw_probability": 0.7779,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4228dca1442cf812b8168457145810915ab2b6e669e945e9ca20b53a5a594d05",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7779,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e38284c5c194a4513213ec1ecb9e57edf4d8abd0d191ee41270fabe2d1524f0"
      },
      "receipt_sha256": "7e38284c5c194a4513213ec1ecb9e57edf4d8abd0d191ee41270fabe2d1524f0"
    },
    {
      "storm_id": "179807",
      "lat": 39.849,
      "lon": -83.483,
      "motion_east": 5.0,
      "motion_south": 2.6,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1769.0,
      "ebshear": 42.0,
      "srh01": 350.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 350.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": -9.2911
        },
        {
          "name": "tau",
          "value": 1.7582
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7778
      },
      "coherence_score": 1.7582498788833618,
      "coherence_diagnostics": {
        "tau": 1.7582498788833618,
        "grad_tau": 0.4492936432361603,
        "torsion": 0.0,
        "alignment": -9.29109001159668,
        "S_field": 1.212909460067749,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 1.5740225315093994,
        "Da": 47.450042724609375,
        "E_coh": 0.44380268454551697,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.48,
              39.88
            ],
            [
              -83.45,
              39.88
            ],
            [
              -83.44,
              39.87
            ],
            [
              -83.44,
              39.82
            ],
            [
              -83.47,
              39.8
            ],
            [
              -83.52,
              39.8
            ],
            [
              -83.53,
              39.82
            ],
            [
              -83.53,
              39.87
            ],
            [
              -83.49,
              39.87
            ],
            [
              -83.48,
              39.88
            ]
          ]
        ]
      },
      "raw_probability": 0.7778,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "425b1ab6c17171e6d365b9fd248af1ed4ab37a0df5a5cecf720a1cdf0d19950f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7778,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce13ed52db6d4f1f976c179e6de610d837f680a59a19972ac38c5db56e81d535"
      },
      "receipt_sha256": "ce13ed52db6d4f1f976c179e6de610d837f680a59a19972ac38c5db56e81d535"
    },
    {
      "storm_id": "180192",
      "lat": 40.0755,
      "lon": -83.1891,
      "motion_east": 5.0,
      "motion_south": 2.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1737.0,
      "ebshear": 43.0,
      "srh01": 286.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 286.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": -9.2911
        },
        {
          "name": "tau",
          "value": 1.7582
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7778
      },
      "coherence_score": 1.7582498788833618,
      "coherence_diagnostics": {
        "tau": 1.7582498788833618,
        "grad_tau": 0.4492936432361603,
        "torsion": 0.0,
        "alignment": -9.29109001159668,
        "S_field": 1.212909460067749,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 1.5740225315093994,
        "Da": 47.450042724609375,
        "E_coh": 0.44380268454551697,
        "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": [
          [
            [
              -83.24,
              40.11
            ],
            [
              -83.19,
              40.11
            ],
            [
              -83.15,
              40.08
            ],
            [
              -83.14,
              40.08
            ],
            [
              -83.13,
              40.07
            ],
            [
              -83.14,
              40.03
            ],
            [
              -83.16,
              40.02
            ],
            [
              -83.2,
              40.04
            ],
            [
              -83.24,
              40.08
            ],
            [
              -83.25,
              40.1
            ],
            [
              -83.24,
              40.11
            ]
          ]
        ]
      },
      "raw_probability": 0.7778,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "425b1ab6c17171e6d365b9fd248af1ed4ab37a0df5a5cecf720a1cdf0d19950f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7778,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce13ed52db6d4f1f976c179e6de610d837f680a59a19972ac38c5db56e81d535"
      },
      "receipt_sha256": "ce13ed52db6d4f1f976c179e6de610d837f680a59a19972ac38c5db56e81d535"
    },
    {
      "storm_id": "180220",
      "lat": 40.0855,
      "lon": -82.0927,
      "motion_east": 12.2,
      "motion_south": 4.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 658.0,
      "ebshear": 34.0,
      "srh01": 192.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 192.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.785
        },
        {
          "name": "alignment",
          "value": -17.3557
        },
        {
          "name": "tau",
          "value": 1.413
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7704
      },
      "coherence_score": 1.413020372390747,
      "coherence_diagnostics": {
        "tau": 1.413020372390747,
        "grad_tau": 0.39326032996177673,
        "torsion": 0.0,
        "alignment": -17.355731964111328,
        "S_field": 1.17368745803833,
        "Gamma_field": 0.7497461438179016,
        "S_over_Gamma": 1.5654464960098267,
        "Da": 45.52096939086914,
        "E_coh": 0.3836224377155304,
        "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": [
          [
            [
              -82.11,
              40.14
            ],
            [
              -82.08,
              40.14
            ],
            [
              -82.07,
              40.13
            ],
            [
              -82.07,
              40.11
            ],
            [
              -82.04,
              40.07
            ],
            [
              -82.05,
              40.03
            ],
            [
              -82.07,
              40.01
            ],
            [
              -82.12,
              40.01
            ],
            [
              -82.15,
              40.05
            ],
            [
              -82.15,
              40.11
            ],
            [
              -82.11,
              40.14
            ]
          ]
        ]
      },
      "raw_probability": 0.7704,
      "confidence_lo": 0.0225,
      "confidence_hi": 0.024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a0cc3a5519e4cf61bf0c3d9949a487ea6f21fa9e1064da2dbd8f7ccb5152160e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7704,
        "probability": 0.023952,
        "confidence_lo": 0.022489,
        "confidence_hi": 0.023988,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44f7a4d72e2f681ce8a176ec43c402a24ace963945d3c583575ce2f37c365413"
      },
      "receipt_sha256": "44f7a4d72e2f681ce8a176ec43c402a24ace963945d3c583575ce2f37c365413"
    },
    {
      "storm_id": "180253",
      "lat": 39.6671,
      "lon": -83.9471,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2104.0,
      "ebshear": 50.0,
      "srh01": 365.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 365.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.16
        },
        {
          "name": "alignment",
          "value": -4.8029
        },
        {
          "name": "tau",
          "value": 2.1901
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7625
      },
      "coherence_score": 2.1900594234466553,
      "coherence_diagnostics": {
        "tau": 2.1900594234466553,
        "grad_tau": 0.4573994576931,
        "torsion": 0.0,
        "alignment": -4.802887916564941,
        "S_field": 1.3697271347045898,
        "Gamma_field": 0.5372461080551147,
        "S_over_Gamma": 2.5495338439941406,
        "Da": 33.0441780090332,
        "E_coh": 0.6009443402290344,
        "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": [
          [
            [
              -83.97,
              39.71
            ],
            [
              -83.95,
              39.7
            ],
            [
              -83.91,
              39.71
            ],
            [
              -83.9,
              39.69
            ],
            [
              -83.9,
              39.63
            ],
            [
              -83.91,
              39.62
            ],
            [
              -83.92,
              39.62
            ],
            [
              -83.94,
              39.64
            ],
            [
              -83.96,
              39.63
            ],
            [
              -83.97,
              39.64
            ],
            [
              -83.97,
              39.66
            ],
            [
              -84.0,
              39.69
            ],
            [
              -83.99,
              39.69
            ],
            [
              -83.97,
              39.71
            ]
          ]
        ]
      },
      "raw_probability": 0.7625,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "04f1ce9b004610c533d0305bda68bc65740efc1149fd1c5f55bd464c38c29ba4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7625,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5752c49255fb9c3855fc3e1a88784bf1c85c2ec27fdfd80db63e371140f1f3b0"
      },
      "receipt_sha256": "5752c49255fb9c3855fc3e1a88784bf1c85c2ec27fdfd80db63e371140f1f3b0"
    },
    {
      "storm_id": "179781",
      "lat": 42.008,
      "lon": -77.4647,
      "motion_east": 6.7,
      "motion_south": 0.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 569.0,
      "ebshear": 25.0,
      "srh01": 106.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -14.3333
        },
        {
          "name": "tau",
          "value": 1.816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7422
      },
      "coherence_score": 1.8159865140914917,
      "coherence_diagnostics": {
        "tau": 1.8159865140914917,
        "grad_tau": 0.37113869190216064,
        "torsion": 0.0,
        "alignment": -14.33333683013916,
        "S_field": 1.002979040145874,
        "Gamma_field": 0.2164127677679062,
        "S_over_Gamma": 4.6345648765563965,
        "Da": 13.348326683044434,
        "E_coh": 0.4989302158355713,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.49,
              42.22
            ],
            [
              -77.39,
              42.22
            ],
            [
              -77.36,
              42.2
            ],
            [
              -77.36,
              42.15
            ],
            [
              -77.39,
              42.12
            ],
            [
              -77.4,
              42.08
            ],
            [
              -77.32,
              41.98
            ],
            [
              -77.32,
              41.9
            ],
            [
              -77.35,
              41.89
            ],
            [
              -77.43,
              41.8
            ],
            [
              -77.45,
              41.81
            ],
            [
              -77.47,
              41.8
            ],
            [
              -77.47,
              41.83
            ],
            [
              -77.49,
              41.85
            ],
            [
              -77.57,
              41.84
            ],
            [
              -77.57,
              41.89
            ],
            [
              -77.56,
              41.91
            ],
            [
              -77.54,
              41.92
            ],
            [
              -77.52,
              41.91
            ],
            [
              -77.48,
              41.95
            ],
            [
              -77.47,
              41.97
            ],
            [
              -77.47,
              42.0
            ],
            [
              -77.49,
              42.02
            ],
            [
              -77.49,
              42.05
            ],
            [
              -77.51,
              42.08
            ],
            [
              -77.51,
              42.11
            ],
            [
              -77.53,
              42.14
            ],
            [
              -77.53,
              42.18
            ],
            [
              -77.52,
              42.2
            ],
            [
              -77.49,
              42.22
            ]
          ]
        ]
      },
      "raw_probability": 0.7422,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "eea95b9914b3c974b40ea2a2bb03a381f625a8a8fc3d925697df76ed28f42683",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7422,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3410b1a796d17900405e651e89d31de73b54b6b1df294576773ad6c9c3e80399"
      },
      "receipt_sha256": "3410b1a796d17900405e651e89d31de73b54b6b1df294576773ad6c9c3e80399"
    },
    {
      "storm_id": "178901",
      "lat": 42.025,
      "lon": -77.9225,
      "motion_east": 7.4,
      "motion_south": 1.1,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 877.0,
      "ebshear": 29.0,
      "srh01": 174.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 174.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -14.3333
        },
        {
          "name": "tau",
          "value": 1.816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7329
      },
      "coherence_score": 1.8159865140914917,
      "coherence_diagnostics": {
        "tau": 1.8159865140914917,
        "grad_tau": 0.37113869190216064,
        "torsion": 0.0,
        "alignment": -14.33333683013916,
        "S_field": 1.002979040145874,
        "Gamma_field": 0.2164127677679062,
        "S_over_Gamma": 4.6345648765563965,
        "Da": 13.348326683044434,
        "E_coh": 0.4989302158355713,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.95,
              42.06
            ],
            [
              -77.91,
              42.06
            ],
            [
              -77.89,
              42.04
            ],
            [
              -77.89,
              42.0
            ],
            [
              -77.9,
              41.99
            ],
            [
              -77.94,
              41.99
            ],
            [
              -77.95,
              42.0
            ],
            [
              -77.95,
              42.06
            ]
          ]
        ]
      },
      "raw_probability": 0.7329,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e8e179fd372c58206739e24999b50d9fea40d386166e3ace1b8b6dbf79b30062",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7329,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c3c62236389fab470dc2e233ecf1a98632d2367ce9a1c488cbd9a2d416346911"
      },
      "receipt_sha256": "c3c62236389fab470dc2e233ecf1a98632d2367ce9a1c488cbd9a2d416346911"
    },
    {
      "storm_id": "179953",
      "lat": 41.7888,
      "lon": -77.8519,
      "motion_east": 7.2,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 915.0,
      "ebshear": 30.0,
      "srh01": 106.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -14.3333
        },
        {
          "name": "tau",
          "value": 1.816
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7284
      },
      "coherence_score": 1.8159865140914917,
      "coherence_diagnostics": {
        "tau": 1.8159865140914917,
        "grad_tau": 0.37113869190216064,
        "torsion": 0.0,
        "alignment": -14.33333683013916,
        "S_field": 1.002979040145874,
        "Gamma_field": 0.2164127677679062,
        "S_over_Gamma": 4.6345648765563965,
        "Da": 13.348326683044434,
        "E_coh": 0.4989302158355713,
        "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": [
          [
            [
              -77.91,
              41.86
            ],
            [
              -77.88,
              41.86
            ],
            [
              -77.86,
              41.85
            ],
            [
              -77.84,
              41.81
            ],
            [
              -77.77,
              41.78
            ],
            [
              -77.76,
              41.77
            ],
            [
              -77.76,
              41.72
            ],
            [
              -77.78,
              41.71
            ],
            [
              -77.81,
              41.71
            ],
            [
              -77.85,
              41.73
            ],
            [
              -77.85,
              41.75
            ],
            [
              -77.87,
              41.77
            ],
            [
              -77.92,
              41.79
            ],
            [
              -77.93,
              41.8
            ],
            [
              -77.93,
              41.85
            ],
            [
              -77.91,
              41.86
            ]
          ]
        ]
      },
      "raw_probability": 0.7284,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "915f5bbf5ad07c329ace974db3bc82b24495064c23b60fe117ea90a05eda5c14",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7284,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e3cc0749a77425e6b35e38b2c2ac7b3148dc7cb759b1eaac9be39863dc28d29f"
      },
      "receipt_sha256": "e3cc0749a77425e6b35e38b2c2ac7b3148dc7cb759b1eaac9be39863dc28d29f"
    },
    {
      "storm_id": "180250",
      "lat": 40.0608,
      "lon": -81.9183,
      "motion_east": 12.3,
      "motion_south": 4.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.023,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 595.0,
      "ebshear": 35.0,
      "srh01": 149.0,
      "maxllaz": 0.001,
      "mesh": 0.5,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 149.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.785
        },
        {
          "name": "alignment",
          "value": -17.3557
        },
        {
          "name": "tau",
          "value": 1.413
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7258
      },
      "coherence_score": 1.413020372390747,
      "coherence_diagnostics": {
        "tau": 1.413020372390747,
        "grad_tau": 0.39326032996177673,
        "torsion": 0.0,
        "alignment": -17.355731964111328,
        "S_field": 1.17368745803833,
        "Gamma_field": 0.7497461438179016,
        "S_over_Gamma": 1.5654464960098267,
        "Da": 45.52096939086914,
        "E_coh": 0.3836224377155304,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.91,
              40.1
            ],
            [
              -81.91,
              40.09
            ],
            [
              -81.89,
              40.08
            ],
            [
              -81.9,
              40.07
            ],
            [
              -81.89,
              40.06
            ],
            [
              -81.9,
              40.05
            ],
            [
              -81.9,
              40.03
            ],
            [
              -81.92,
              40.02
            ],
            [
              -81.95,
              40.02
            ],
            [
              -81.97,
              40.04
            ],
            [
              -81.97,
              40.07
            ],
            [
              -81.91,
              40.1
            ]
          ]
        ]
      },
      "raw_probability": 0.7258,
      "confidence_lo": 0.0223,
      "confidence_hi": 0.023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3a814a990f187692a75c768187ce0e0cba6c62e247df13ec1820bd5f6b168b98",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7258,
        "probability": 0.022979,
        "confidence_lo": 0.022269,
        "confidence_hi": 0.022996,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41cda6544d7375466cf4e385d57034f240f3fea70cfd05a61bad8fdd7eafb3f8"
      },
      "receipt_sha256": "41cda6544d7375466cf4e385d57034f240f3fea70cfd05a61bad8fdd7eafb3f8"
    },
    {
      "storm_id": "178941",
      "lat": 40.4511,
      "lon": -83.7086,
      "motion_east": 7.2,
      "motion_south": 8.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1735.0,
      "ebshear": 40.0,
      "srh01": 255.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 255.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.535
        },
        {
          "name": "alignment",
          "value": 7.6293
        },
        {
          "name": "tau",
          "value": 1.8368
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7009
      },
      "coherence_score": 1.836782455444336,
      "coherence_diagnostics": {
        "tau": 1.836782455444336,
        "grad_tau": 0.3926759958267212,
        "torsion": 0.0,
        "alignment": 7.629281044006348,
        "S_field": 1.1011465787887573,
        "Gamma_field": 0.47724610567092896,
        "S_over_Gamma": 2.307292938232422,
        "Da": 28.347389221191406,
        "E_coh": 0.5271158218383789,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.67,
              40.57
            ],
            [
              -83.63,
              40.57
            ],
            [
              -83.62,
              40.56
            ],
            [
              -83.6,
              40.52
            ],
            [
              -83.6,
              40.5
            ],
            [
              -83.59,
              40.49
            ],
            [
              -83.59,
              40.46
            ],
            [
              -83.58,
              40.45
            ],
            [
              -83.58,
              40.4
            ],
            [
              -83.59,
              40.38
            ],
            [
              -83.68,
              40.3
            ],
            [
              -83.74,
              40.3
            ],
            [
              -83.8,
              40.33
            ],
            [
              -83.85,
              40.34
            ],
            [
              -83.89,
              40.36
            ],
            [
              -83.94,
              40.4
            ],
            [
              -83.94,
              40.44
            ],
            [
              -83.93,
              40.46
            ],
            [
              -83.76,
              40.46
            ],
            [
              -83.75,
              40.45
            ],
            [
              -83.73,
              40.45
            ],
            [
              -83.72,
              40.44
            ],
            [
              -83.68,
              40.43
            ],
            [
              -83.66,
              40.45
            ],
            [
              -83.67,
              40.49
            ],
            [
              -83.69,
              40.51
            ],
            [
              -83.69,
              40.55
            ],
            [
              -83.67,
              40.57
            ]
          ]
        ]
      },
      "raw_probability": 0.7009,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ee29dcd4ad2034b6c01e7514dba26c45db1aaada3c4a4fe7dfc0b2cb2ebfe152",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7009,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95abfeeb04b097ea426e440b743a62caf93d9d1847390a8222d0d1fe0d2bcd3f"
      },
      "receipt_sha256": "95abfeeb04b097ea426e440b743a62caf93d9d1847390a8222d0d1fe0d2bcd3f"
    },
    {
      "storm_id": "180189",
      "lat": 42.1182,
      "lon": -77.7336,
      "motion_east": 7.0,
      "motion_south": 0.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 535.0,
      "ebshear": 26.0,
      "srh01": 182.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 182.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -14.3333
        },
        {
          "name": "tau",
          "value": 1.816
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7007
      },
      "coherence_score": 1.8159865140914917,
      "coherence_diagnostics": {
        "tau": 1.8159865140914917,
        "grad_tau": 0.37113869190216064,
        "torsion": 0.0,
        "alignment": -14.33333683013916,
        "S_field": 1.002979040145874,
        "Gamma_field": 0.2164127677679062,
        "S_over_Gamma": 4.6345648765563965,
        "Da": 13.348326683044434,
        "E_coh": 0.4989302158355713,
        "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": [
          [
            [
              -77.77,
              42.17
            ],
            [
              -77.72,
              42.17
            ],
            [
              -77.68,
              42.12
            ],
            [
              -77.68,
              42.08
            ],
            [
              -77.67,
              42.07
            ],
            [
              -77.71,
              42.06
            ],
            [
              -77.75,
              42.09
            ],
            [
              -77.76,
              42.09
            ],
            [
              -77.78,
              42.12
            ],
            [
              -77.78,
              42.16
            ],
            [
              -77.77,
              42.17
            ]
          ]
        ]
      },
      "raw_probability": 0.7007,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "191ffc0e95f0ab5707b73ac180e27e8a08aeb7e6a5c3cd907542869f92c30692",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.7007,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83554a8e98e3ff40b04e88be2a633e653fb0b506612f2803576cfacc6f93c19e"
      },
      "receipt_sha256": "83554a8e98e3ff40b04e88be2a633e653fb0b506612f2803576cfacc6f93c19e"
    },
    {
      "storm_id": "180246",
      "lat": 41.7382,
      "lon": -77.5109,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 695.0,
      "ebshear": 29.0,
      "srh01": 108.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -14.3333
        },
        {
          "name": "tau",
          "value": 1.816
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6982
      },
      "coherence_score": 1.8159865140914917,
      "coherence_diagnostics": {
        "tau": 1.8159865140914917,
        "grad_tau": 0.37113869190216064,
        "torsion": 0.0,
        "alignment": -14.33333683013916,
        "S_field": 1.002979040145874,
        "Gamma_field": 0.2164127677679062,
        "S_over_Gamma": 4.6345648765563965,
        "Da": 13.348326683044434,
        "E_coh": 0.4989302158355713,
        "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": [
          [
            [
              -77.48,
              41.78
            ],
            [
              -77.45,
              41.78
            ],
            [
              -77.47,
              41.76
            ],
            [
              -77.47,
              41.7
            ],
            [
              -77.51,
              41.67
            ],
            [
              -77.55,
              41.67
            ],
            [
              -77.58,
              41.71
            ],
            [
              -77.57,
              41.75
            ],
            [
              -77.55,
              41.76
            ],
            [
              -77.51,
              41.76
            ],
            [
              -77.48,
              41.78
            ]
          ]
        ]
      },
      "raw_probability": 0.6982,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b6ac833bc6b155198ea2c3f9064c4b2d3fef7c57b1c88b0744f8b194f63d1fa8",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.6982,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6993e663223420f130a9fc3b9524c97f380fd4784813a8915497ddca7310232d"
      },
      "receipt_sha256": "6993e663223420f130a9fc3b9524c97f380fd4784813a8915497ddca7310232d"
    },
    {
      "storm_id": "180030",
      "lat": 40.2133,
      "lon": -81.9656,
      "motion_east": 12.3,
      "motion_south": 4.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 968.0,
      "ebshear": 52.0,
      "srh01": 159.0,
      "maxllaz": 0.002,
      "mesh": 0.56,
      "flash_rate": 25.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 159.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.785
        },
        {
          "name": "alignment",
          "value": -18.068
        },
        {
          "name": "tau",
          "value": 1.1291
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6861
      },
      "coherence_score": 1.1291264295578003,
      "coherence_diagnostics": {
        "tau": 1.1291264295578003,
        "grad_tau": 0.202804297208786,
        "torsion": 0.0,
        "alignment": -18.068023681640625,
        "S_field": 0.5614166259765625,
        "Gamma_field": 1.4489127397537231,
        "S_over_Gamma": 0.3874744176864624,
        "Da": 87.08148193359375,
        "E_coh": 0.20322299003601074,
        "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": [
          [
            [
              -81.98,
              40.25
            ],
            [
              -81.94,
              40.23
            ],
            [
              -81.93,
              40.21
            ],
            [
              -81.93,
              40.19
            ],
            [
              -81.94,
              40.18
            ],
            [
              -81.99,
              40.18
            ],
            [
              -82.0,
              40.19
            ],
            [
              -82.0,
              40.24
            ],
            [
              -81.98,
              40.25
            ]
          ]
        ]
      },
      "raw_probability": 0.6861,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5d396193a5404498ba7000d30ff11553808684881ae8811b6b80196b368d9b39",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.6861,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cdd70caa4ac1ad7aff5c3f4b61bd6934b650090a71a6a09c60835cc5d4a8a74d"
      },
      "receipt_sha256": "cdd70caa4ac1ad7aff5c3f4b61bd6934b650090a71a6a09c60835cc5d4a8a74d"
    },
    {
      "storm_id": "180156",
      "lat": 40.5575,
      "lon": -83.975,
      "motion_east": 7.1,
      "motion_south": 8.1,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1769.0,
      "ebshear": 42.0,
      "srh01": 231.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 231.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.535
        },
        {
          "name": "alignment",
          "value": 7.6293
        },
        {
          "name": "tau",
          "value": 1.8368
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6836
      },
      "coherence_score": 1.836782455444336,
      "coherence_diagnostics": {
        "tau": 1.836782455444336,
        "grad_tau": 0.3926759958267212,
        "torsion": 0.0,
        "alignment": 7.629281044006348,
        "S_field": 1.1011465787887573,
        "Gamma_field": 0.47724610567092896,
        "S_over_Gamma": 2.307292938232422,
        "Da": 28.347389221191406,
        "E_coh": 0.5271158218383789,
        "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": [
          [
            [
              -83.99,
              40.59
            ],
            [
              -83.96,
              40.59
            ],
            [
              -83.93,
              40.57
            ],
            [
              -83.93,
              40.52
            ],
            [
              -83.96,
              40.5
            ],
            [
              -84.02,
              40.53
            ],
            [
              -84.02,
              40.57
            ],
            [
              -83.99,
              40.59
            ]
          ]
        ]
      },
      "raw_probability": 0.6836,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ed2ea9df19520ef7fa9a962e814f751bb426bf10abfca39f848d3bea60fcc499",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.6836,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af4320ca39ebf33e9f6a1428ae4dedf45bf818c57f1a5926c7ec3a138f379216"
      },
      "receipt_sha256": "af4320ca39ebf33e9f6a1428ae4dedf45bf818c57f1a5926c7ec3a138f379216"
    },
    {
      "storm_id": "179733",
      "lat": 41.472,
      "lon": -77.8213,
      "motion_east": 8.0,
      "motion_south": -7.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1102.0,
      "ebshear": 26.0,
      "srh01": 123.0,
      "maxllaz": 0.005,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.66
        },
        {
          "name": "alignment",
          "value": -8.6348
        },
        {
          "name": "tau",
          "value": 1.9114
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6798
      },
      "coherence_score": 1.9114406108856201,
      "coherence_diagnostics": {
        "tau": 1.9114406108856201,
        "grad_tau": 0.09578604996204376,
        "torsion": 0.0,
        "alignment": -8.634822845458984,
        "S_field": 1.0262391567230225,
        "Gamma_field": 0.1889127492904663,
        "S_over_Gamma": 5.432344436645508,
        "Da": 11.970314979553223,
        "E_coh": 0.6288143396377563,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.83,
              41.56
            ],
            [
              -77.81,
              41.56
            ],
            [
              -77.77,
              41.52
            ],
            [
              -77.78,
              41.51
            ],
            [
              -77.77,
              41.49
            ],
            [
              -77.77,
              41.46
            ],
            [
              -77.78,
              41.45
            ],
            [
              -77.78,
              41.4
            ],
            [
              -77.81,
              41.37
            ],
            [
              -77.86,
              41.37
            ],
            [
              -77.89,
              41.41
            ],
            [
              -77.89,
              41.44
            ],
            [
              -77.88,
              41.45
            ],
            [
              -77.87,
              41.53
            ],
            [
              -77.83,
              41.56
            ]
          ]
        ]
      },
      "raw_probability": 0.6798,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2d92bc3c757b31865eb42de41fbfcffbff577c84c3e42f2db0c218bde5f8538a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.6798,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d2248b21ff4e80ac9d5589a2e5471dced00af22860e8d990b5fa252b657dc26"
      },
      "receipt_sha256": "2d2248b21ff4e80ac9d5589a2e5471dced00af22860e8d990b5fa252b657dc26"
    },
    {
      "storm_id": "179782",
      "lat": 41.2396,
      "lon": -77.1177,
      "motion_east": 7.1,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0208,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1064.0,
      "ebshear": 21.0,
      "srh01": 97.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.66
        },
        {
          "name": "alignment",
          "value": -8.6348
        },
        {
          "name": "tau",
          "value": 1.9114
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6798
      },
      "coherence_score": 1.9114406108856201,
      "coherence_diagnostics": {
        "tau": 1.9114406108856201,
        "grad_tau": 0.09578604996204376,
        "torsion": 0.0,
        "alignment": -8.634822845458984,
        "S_field": 1.0262391567230225,
        "Gamma_field": 0.1889127492904663,
        "S_over_Gamma": 5.432344436645508,
        "Da": 11.970314979553223,
        "E_coh": 0.6288143396377563,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.14,
              41.34
            ],
            [
              -77.07,
              41.34
            ],
            [
              -76.95,
              41.28
            ],
            [
              -76.92,
              41.22
            ],
            [
              -76.93,
              41.2
            ],
            [
              -76.95,
              41.19
            ],
            [
              -76.99,
              41.22
            ],
            [
              -77.01,
              41.22
            ],
            [
              -77.03,
              41.24
            ],
            [
              -77.05,
              41.24
            ],
            [
              -77.06,
              41.23
            ],
            [
              -77.08,
              41.23
            ],
            [
              -77.12,
              41.18
            ],
            [
              -77.14,
              41.18
            ],
            [
              -77.15,
              41.19
            ],
            [
              -77.18,
              41.19
            ],
            [
              -77.19,
              41.18
            ],
            [
              -77.27,
              41.18
            ],
            [
              -77.3,
              41.21
            ],
            [
              -77.3,
              41.24
            ],
            [
              -77.28,
              41.26
            ],
            [
              -77.24,
              41.26
            ],
            [
              -77.23,
              41.27
            ],
            [
              -77.19,
              41.28
            ],
            [
              -77.15,
              41.32
            ],
            [
              -77.14,
              41.34
            ]
          ]
        ]
      },
      "raw_probability": 0.6798,
      "confidence_lo": 0.0202,
      "confidence_hi": 0.0208,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2d92bc3c757b31865eb42de41fbfcffbff577c84c3e42f2db0c218bde5f8538a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.6798,
        "probability": 0.020785,
        "confidence_lo": 0.02022,
        "confidence_hi": 0.020797,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d2248b21ff4e80ac9d5589a2e5471dced00af22860e8d990b5fa252b657dc26"
      },
      "receipt_sha256": "2d2248b21ff4e80ac9d5589a2e5471dced00af22860e8d990b5fa252b657dc26"
    },
    {
      "storm_id": "179748",
      "lat": 42.9797,
      "lon": -77.8465,
      "motion_east": 8.8,
      "motion_south": 3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0133,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 852.0,
      "ebshear": 20.0,
      "srh01": 128.0,
      "maxllaz": 0.007,
      "mesh": 0.17,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.66
        },
        {
          "name": "alignment",
          "value": -6.7942
        },
        {
          "name": "tau",
          "value": 1.6057
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.63
      },
      "coherence_score": 1.6057378053665161,
      "coherence_diagnostics": {
        "tau": 1.6057378053665161,
        "grad_tau": 0.4004520773887634,
        "torsion": 0.0,
        "alignment": -6.794181823730469,
        "S_field": 0.9688408970832825,
        "Gamma_field": 0.1747460961341858,
        "S_over_Gamma": 5.544277667999268,
        "Da": 11.0311918258667,
        "E_coh": 0.7608843445777893,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.98,
              43.11
            ],
            [
              -77.95,
              43.11
            ],
            [
              -77.92,
              43.08
            ],
            [
              -77.92,
              43.04
            ],
            [
              -77.93,
              43.03
            ],
            [
              -77.9,
              43.01
            ],
            [
              -77.88,
              43.02
            ],
            [
              -77.82,
              42.99
            ],
            [
              -77.8,
              43.0
            ],
            [
              -77.78,
              43.02
            ],
            [
              -77.77,
              43.05
            ],
            [
              -77.74,
              43.08
            ],
            [
              -77.73,
              43.08
            ],
            [
              -77.65,
              43.04
            ],
            [
              -77.62,
              43.01
            ],
            [
              -77.62,
              42.98
            ],
            [
              -77.66,
              42.95
            ],
            [
              -77.69,
              42.95
            ],
            [
              -77.72,
              42.92
            ],
            [
              -77.73,
              42.88
            ],
            [
              -77.76,
              42.85
            ],
            [
              -77.81,
              42.83
            ],
            [
              -77.88,
              42.77
            ],
            [
              -77.95,
              42.77
            ],
            [
              -77.96,
              42.78
            ],
            [
              -77.97,
              42.83
            ],
            [
              -77.9,
              42.92
            ],
            [
              -77.91,
              42.94
            ],
            [
              -77.9,
              42.99
            ],
            [
              -77.92,
              43.02
            ],
            [
              -77.99,
              43.02
            ],
            [
              -78.02,
              43.04
            ],
            [
              -78.02,
              43.09
            ],
            [
              -77.98,
              43.11
            ]
          ]
        ]
      },
      "raw_probability": 0.63,
      "confidence_lo": 0.0127,
      "confidence_hi": 0.0133,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2e9d46d2a5301721cb8f430d7b7f43e79eb1cd920be611158265b692f088cb21",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.63,
        "probability": 0.013341,
        "confidence_lo": 0.012739,
        "confidence_hi": 0.013349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec5bf71c0407f957ff9861fbfd2f530cd280a743f1331a90282f69a0e1e5a19c"
      },
      "receipt_sha256": "ec5bf71c0407f957ff9861fbfd2f530cd280a743f1331a90282f69a0e1e5a19c"
    },
    {
      "storm_id": "179900",
      "lat": 40.9328,
      "lon": -82.0156,
      "motion_east": 12.4,
      "motion_south": 6.6,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0133,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 50.0,
      "srh01": 151.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 151.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.035
        },
        {
          "name": "alignment",
          "value": -14.1038
        },
        {
          "name": "tau",
          "value": 1.2642
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6063
      },
      "coherence_score": 1.2641935348510742,
      "coherence_diagnostics": {
        "tau": 1.2641935348510742,
        "grad_tau": 0.14928476512432098,
        "torsion": 0.0,
        "alignment": -14.103765487670898,
        "S_field": 0.5479028224945068,
        "Gamma_field": 0.21307942271232605,
        "S_over_Gamma": 2.571354866027832,
        "Da": 12.281046867370605,
        "E_coh": 0.24848978221416473,
        "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": [
          [
            [
              -82.04,
              41.03
            ],
            [
              -81.99,
              41.01
            ],
            [
              -81.97,
              40.99
            ],
            [
              -81.96,
              40.95
            ],
            [
              -81.92,
              40.9
            ],
            [
              -81.92,
              40.86
            ],
            [
              -81.93,
              40.85
            ],
            [
              -81.96,
              40.85
            ],
            [
              -81.97,
              40.84
            ],
            [
              -82.0,
              40.84
            ],
            [
              -82.01,
              40.85
            ],
            [
              -82.06,
              40.85
            ],
            [
              -82.14,
              40.92
            ],
            [
              -82.14,
              40.97
            ],
            [
              -82.1,
              41.01
            ],
            [
              -82.08,
              41.02
            ],
            [
              -82.05,
              41.02
            ],
            [
              -82.04,
              41.03
            ]
          ]
        ]
      },
      "raw_probability": 0.6063,
      "confidence_lo": 0.0127,
      "confidence_hi": 0.0133,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0ec543d9ea6893c089727ccd50e7c84a1f6a0c08c2b6b5998fdaa01730efe248",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.6063,
        "probability": 0.013341,
        "confidence_lo": 0.012739,
        "confidence_hi": 0.013349,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80a3d68eb6b1419ead7e8d30f9efe97360745a793975ac05e5250d550425e7b2"
      },
      "receipt_sha256": "80a3d68eb6b1419ead7e8d30f9efe97360745a793975ac05e5250d550425e7b2"
    },
    {
      "storm_id": "180248",
      "lat": 40.5578,
      "lon": -81.7056,
      "motion_east": 12.2,
      "motion_south": 4.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0132,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 994.0,
      "ebshear": 63.0,
      "srh01": 120.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.285
        },
        {
          "name": "alignment",
          "value": 14.9024
        },
        {
          "name": "tau",
          "value": 1.1141
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5964
      },
      "coherence_score": 1.1140767335891724,
      "coherence_diagnostics": {
        "tau": 1.1140767335891724,
        "grad_tau": 0.04762772470712662,
        "torsion": 0.0,
        "alignment": 14.902385711669922,
        "S_field": 0.6884957551956177,
        "Gamma_field": 0.743079423904419,
        "S_over_Gamma": 0.9265439510345459,
        "Da": 44.09015655517578,
        "E_coh": 0.2219327837228775,
        "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": [
          [
            [
              -81.71,
              40.59
            ],
            [
              -81.69,
              40.59
            ],
            [
              -81.67,
              40.57
            ],
            [
              -81.67,
              40.54
            ],
            [
              -81.69,
              40.52
            ],
            [
              -81.73,
              40.52
            ],
            [
              -81.74,
              40.53
            ],
            [
              -81.74,
              40.57
            ],
            [
              -81.71,
              40.59
            ]
          ]
        ]
      },
      "raw_probability": 0.5964,
      "confidence_lo": 0.0123,
      "confidence_hi": 0.0132,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7a7a64235febb5e86f87ceafd4d1e1cc99f9d742b0c9ef8df06131add027b58c",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5964,
        "probability": 0.01316,
        "confidence_lo": 0.012295,
        "confidence_hi": 0.013172,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0d29b8a55d029185a81dd6f12eada0a889588cc49934d5a7a8ed45421f39e36"
      },
      "receipt_sha256": "c0d29b8a55d029185a81dd6f12eada0a889588cc49934d5a7a8ed45421f39e36"
    },
    {
      "storm_id": "179321",
      "lat": 40.9146,
      "lon": -76.9507,
      "motion_east": 6.2,
      "motion_south": -4.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0131,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1145.0,
      "ebshear": 23.0,
      "srh01": 121.0,
      "maxllaz": 0.01,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -9.1419
        },
        {
          "name": "tau",
          "value": 1.6218
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5918
      },
      "coherence_score": 1.621843695640564,
      "coherence_diagnostics": {
        "tau": 1.621843695640564,
        "grad_tau": 0.3349505364894867,
        "torsion": 0.0,
        "alignment": -9.141876220703125,
        "S_field": 0.7777532935142517,
        "Gamma_field": 0.19891275465488434,
        "S_over_Gamma": 3.910022258758545,
        "Da": 12.541842460632324,
        "E_coh": 0.7406715750694275,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.0,
              41.07
            ],
            [
              -76.94,
              41.07
            ],
            [
              -76.92,
              41.06
            ],
            [
              -76.9,
              41.04
            ],
            [
              -76.9,
              41.02
            ],
            [
              -76.87,
              40.99
            ],
            [
              -76.85,
              40.95
            ],
            [
              -76.85,
              40.91
            ],
            [
              -76.87,
              40.89
            ],
            [
              -76.88,
              40.89
            ],
            [
              -76.92,
              40.84
            ],
            [
              -76.92,
              40.82
            ],
            [
              -76.89,
              40.79
            ],
            [
              -76.88,
              40.79
            ],
            [
              -76.88,
              40.74
            ],
            [
              -76.91,
              40.72
            ],
            [
              -76.97,
              40.72
            ],
            [
              -76.98,
              40.73
            ],
            [
              -76.99,
              40.81
            ],
            [
              -77.02,
              40.85
            ],
            [
              -77.02,
              40.89
            ],
            [
              -77.05,
              40.92
            ],
            [
              -77.05,
              40.94
            ],
            [
              -77.06,
              40.95
            ],
            [
              -77.06,
              41.02
            ],
            [
              -77.03,
              41.06
            ],
            [
              -77.01,
              41.06
            ],
            [
              -77.0,
              41.07
            ]
          ]
        ]
      },
      "raw_probability": 0.5918,
      "confidence_lo": 0.0123,
      "confidence_hi": 0.0131,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0708f581e7401722121be9f31e10b94b2f65adf7d89d76f47286395ee61ca6a6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5918,
        "probability": 0.013111,
        "confidence_lo": 0.012295,
        "confidence_hi": 0.013122,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34674c2f694c04550b4c4b162511e66f4b3ccc2737a4fff34ce2a780b201a892"
      },
      "receipt_sha256": "34674c2f694c04550b4c4b162511e66f4b3ccc2737a4fff34ce2a780b201a892"
    },
    {
      "storm_id": "180190",
      "lat": 40.8991,
      "lon": -83.4791,
      "motion_east": 5.4,
      "motion_south": 3.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0123,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1041.0,
      "ebshear": 35.0,
      "srh01": 186.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 186.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.785
        },
        {
          "name": "alignment",
          "value": -2.0191
        },
        {
          "name": "tau",
          "value": 1.3359
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5755
      },
      "coherence_score": 1.3359256982803345,
      "coherence_diagnostics": {
        "tau": 1.3359256982803345,
        "grad_tau": 0.16415829956531525,
        "torsion": 0.0,
        "alignment": -2.0191245079040527,
        "S_field": 0.5698391795158386,
        "Gamma_field": 0.6872460842132568,
        "S_over_Gamma": 0.8291632533073425,
        "Da": 39.95001220703125,
        "E_coh": 0.295820415019989,
        "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": [
          [
            [
              -83.53,
              40.94
            ],
            [
              -83.49,
              40.94
            ],
            [
              -83.47,
              40.92
            ],
            [
              -83.46,
              40.92
            ],
            [
              -83.42,
              40.88
            ],
            [
              -83.42,
              40.87
            ],
            [
              -83.44,
              40.85
            ],
            [
              -83.47,
              40.85
            ],
            [
              -83.51,
              40.87
            ],
            [
              -83.53,
              40.91
            ],
            [
              -83.53,
              40.94
            ]
          ]
        ]
      },
      "raw_probability": 0.5755,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0123,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ff0ce03f7309ccbd4d4b643d79be327b3de2ba1b996650cf6048b9a7564d9f16",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5755,
        "probability": 0.012308,
        "confidence_lo": 0.010288,
        "confidence_hi": 0.012333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4853e23df9f5307e6926f4d8a625dce2b67a0a9f2aaefa04314d81fe7da4b6ef"
      },
      "receipt_sha256": "4853e23df9f5307e6926f4d8a625dce2b67a0a9f2aaefa04314d81fe7da4b6ef"
    },
    {
      "storm_id": "180153",
      "lat": 42.5344,
      "lon": -77.6567,
      "motion_east": 8.6,
      "motion_south": 2.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0123,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 241.0,
      "ebshear": 25.0,
      "srh01": 91.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.66
        },
        {
          "name": "alignment",
          "value": -6.7942
        },
        {
          "name": "tau",
          "value": 1.6057
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5731
      },
      "coherence_score": 1.6057378053665161,
      "coherence_diagnostics": {
        "tau": 1.6057378053665161,
        "grad_tau": 0.4004520773887634,
        "torsion": 0.0,
        "alignment": -6.794181823730469,
        "S_field": 0.9688408970832825,
        "Gamma_field": 0.1747460961341858,
        "S_over_Gamma": 5.544277667999268,
        "Da": 11.0311918258667,
        "E_coh": 0.7608843445777893,
        "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": [
          [
            [
              -77.67,
              42.58
            ],
            [
              -77.62,
              42.58
            ],
            [
              -77.6,
              42.55
            ],
            [
              -77.61,
              42.51
            ],
            [
              -77.64,
              42.48
            ],
            [
              -77.68,
              42.48
            ],
            [
              -77.71,
              42.5
            ],
            [
              -77.71,
              42.55
            ],
            [
              -77.67,
              42.58
            ]
          ]
        ]
      },
      "raw_probability": 0.5731,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0123,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5ae3835659611771c588aab437ac7908c2cf26e3683a4e4641b3671ad6b57ff3",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5731,
        "probability": 0.012265,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.012333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0f2659907c49af26a6f761d6562f04911b8ae43c11321ba2def3abe1cc57819"
      },
      "receipt_sha256": "f0f2659907c49af26a6f761d6562f04911b8ae43c11321ba2def3abe1cc57819"
    },
    {
      "storm_id": "178660",
      "lat": 40.7633,
      "lon": -81.6711,
      "motion_east": 12.1,
      "motion_south": 4.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0113,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1291.0,
      "ebshear": 56.0,
      "srh01": 138.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.285
        },
        {
          "name": "alignment",
          "value": 14.9024
        },
        {
          "name": "tau",
          "value": 1.1141
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5727
      },
      "coherence_score": 1.1140767335891724,
      "coherence_diagnostics": {
        "tau": 1.1140767335891724,
        "grad_tau": 0.04762772470712662,
        "torsion": 0.0,
        "alignment": 14.902385711669922,
        "S_field": 0.6884957551956177,
        "Gamma_field": 0.743079423904419,
        "S_over_Gamma": 0.9265439510345459,
        "Da": 44.09015655517578,
        "E_coh": 0.2219327837228775,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.74,
              40.87
            ],
            [
              -81.65,
              40.85
            ],
            [
              -81.61,
              40.82
            ],
            [
              -81.61,
              40.8
            ],
            [
              -81.6,
              40.79
            ],
            [
              -81.61,
              40.78
            ],
            [
              -81.57,
              40.75
            ],
            [
              -81.58,
              40.69
            ],
            [
              -81.6,
              40.67
            ],
            [
              -81.67,
              40.66
            ],
            [
              -81.68,
              40.67
            ],
            [
              -81.7,
              40.67
            ],
            [
              -81.72,
              40.69
            ],
            [
              -81.74,
              40.73
            ],
            [
              -81.74,
              40.77
            ],
            [
              -81.76,
              40.8
            ],
            [
              -81.76,
              40.86
            ],
            [
              -81.74,
              40.87
            ]
          ]
        ]
      },
      "raw_probability": 0.5727,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0113,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "660ed060158431e5aee9ccbba3a63aeed909a47af5db8c072e147a8178a7a386",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5727,
        "probability": 0.01127,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.011321,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb048d164dde61737e0b569fd73f40dcf2125ede792b3320cc276df65fbfb0f3"
      },
      "receipt_sha256": "eb048d164dde61737e0b569fd73f40dcf2125ede792b3320cc276df65fbfb0f3"
    },
    {
      "storm_id": "180249",
      "lat": 40.2686,
      "lon": -81.4186,
      "motion_east": 11.9,
      "motion_south": 4.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0094,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1089.0,
      "ebshear": 38.0,
      "srh01": 112.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.285
        },
        {
          "name": "alignment",
          "value": 14.9024
        },
        {
          "name": "tau",
          "value": 1.1141
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5711
      },
      "coherence_score": 1.1140767335891724,
      "coherence_diagnostics": {
        "tau": 1.1140767335891724,
        "grad_tau": 0.04762772470712662,
        "torsion": 0.0,
        "alignment": 14.902385711669922,
        "S_field": 0.6884957551956177,
        "Gamma_field": 0.743079423904419,
        "S_over_Gamma": 0.9265439510345459,
        "Da": 44.09015655517578,
        "E_coh": 0.2219327837228775,
        "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": [
          [
            [
              -81.44,
              40.3
            ],
            [
              -81.39,
              40.3
            ],
            [
              -81.39,
              40.25
            ],
            [
              -81.4,
              40.24
            ],
            [
              -81.43,
              40.24
            ],
            [
              -81.44,
              40.25
            ],
            [
              -81.44,
              40.3
            ]
          ]
        ]
      },
      "raw_probability": 0.5711,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0094,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9adecf0ea9a57e8685cadea61e2fa1957050b05cce07488a81c8186e33bc8680",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5711,
        "probability": 0.009409,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.009434,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20700f9b572e6e4f605f4e89c8b3fa84a41945a30d01368a1e90ad7bc6e80fbf"
      },
      "receipt_sha256": "20700f9b572e6e4f605f4e89c8b3fa84a41945a30d01368a1e90ad7bc6e80fbf"
    },
    {
      "storm_id": "179855",
      "lat": 41.2947,
      "lon": -76.4859,
      "motion_east": 5.9,
      "motion_south": -4.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 813.0,
      "ebshear": 20.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -9.1419
        },
        {
          "name": "tau",
          "value": 1.6218
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5282
      },
      "coherence_score": 1.621843695640564,
      "coherence_diagnostics": {
        "tau": 1.621843695640564,
        "grad_tau": 0.3349505364894867,
        "torsion": 0.0,
        "alignment": -9.141876220703125,
        "S_field": 0.7777532935142517,
        "Gamma_field": 0.19891275465488434,
        "S_over_Gamma": 3.910022258758545,
        "Da": 12.541842460632324,
        "E_coh": 0.7406715750694275,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.48,
              41.39
            ],
            [
              -76.43,
              41.38
            ],
            [
              -76.39,
              41.34
            ],
            [
              -76.39,
              41.3
            ],
            [
              -76.42,
              41.26
            ],
            [
              -76.43,
              41.23
            ],
            [
              -76.47,
              41.21
            ],
            [
              -76.49,
              41.21
            ],
            [
              -76.51,
              41.23
            ],
            [
              -76.54,
              41.24
            ],
            [
              -76.55,
              41.25
            ],
            [
              -76.55,
              41.28
            ],
            [
              -76.56,
              41.29
            ],
            [
              -76.56,
              41.3
            ],
            [
              -76.51,
              41.34
            ],
            [
              -76.5,
              41.37
            ],
            [
              -76.48,
              41.39
            ]
          ]
        ]
      },
      "raw_probability": 0.5282,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "60ecfaa0d685f3d29169408ff523c4238c3e4a983ca4c50fbcefe0106d4946e9",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5282,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44031190f9111d84949a3c3a9370ad488608b6cc420dc749ca074bc2b22c85c0"
      },
      "receipt_sha256": "44031190f9111d84949a3c3a9370ad488608b6cc420dc749ca074bc2b22c85c0"
    },
    {
      "storm_id": "179973",
      "lat": 42.4295,
      "lon": -76.31,
      "motion_east": 7.4,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 331.0,
      "ebshear": 24.0,
      "srh01": 83.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.035
        },
        {
          "name": "alignment",
          "value": -8.4791
        },
        {
          "name": "tau",
          "value": 1.1349
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5035
      },
      "coherence_score": 1.1348952054977417,
      "coherence_diagnostics": {
        "tau": 1.1348952054977417,
        "grad_tau": 0.3940345048904419,
        "torsion": 0.0,
        "alignment": -8.479110717773438,
        "S_field": 0.420512855052948,
        "Gamma_field": 0.5505794286727905,
        "S_over_Gamma": 0.7637642025947571,
        "Da": 35.09369659423828,
        "E_coh": 0.31347906589508057,
        "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": [
          [
            [
              -76.3,
              42.53
            ],
            [
              -76.27,
              42.53
            ],
            [
              -76.25,
              42.52
            ],
            [
              -76.24,
              42.51
            ],
            [
              -76.24,
              42.47
            ],
            [
              -76.25,
              42.45
            ],
            [
              -76.29,
              42.41
            ],
            [
              -76.29,
              42.35
            ],
            [
              -76.3,
              42.34
            ],
            [
              -76.3,
              42.32
            ],
            [
              -76.31,
              42.31
            ],
            [
              -76.33,
              42.31
            ],
            [
              -76.38,
              42.35
            ],
            [
              -76.38,
              42.39
            ],
            [
              -76.39,
              42.4
            ],
            [
              -76.38,
              42.42
            ],
            [
              -76.34,
              42.46
            ],
            [
              -76.33,
              42.48
            ],
            [
              -76.33,
              42.51
            ],
            [
              -76.3,
              42.53
            ]
          ]
        ]
      },
      "raw_probability": 0.5035,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e99ab9ae1bc2c602470b8869f005d8e0aef80480eec10532c0f246efa7496bb6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.5035,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "826d3b4c2f66516c935d54246a7af360bbb04803128c0dd347bd4a10a902bc51"
      },
      "receipt_sha256": "826d3b4c2f66516c935d54246a7af360bbb04803128c0dd347bd4a10a902bc51"
    },
    {
      "storm_id": "179717",
      "lat": 29.78,
      "lon": -85.3448,
      "motion_east": 8.5,
      "motion_south": 6.6,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1729.0,
      "ebshear": 27.0,
      "srh01": 83.0,
      "maxllaz": 0.004,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.535
        },
        {
          "name": "alignment",
          "value": 0.8465
        },
        {
          "name": "tau",
          "value": 2.4215
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4995
      },
      "coherence_score": 2.4215025901794434,
      "coherence_diagnostics": {
        "tau": 2.4215025901794434,
        "grad_tau": 0.10224727541208267,
        "torsion": 0.0,
        "alignment": 0.8464992046356201,
        "S_field": 1.3423570394515991,
        "Gamma_field": 0.21557942032814026,
        "S_over_Gamma": 6.22674036026001,
        "Da": 13.95510196685791,
        "E_coh": 0.9050227999687195,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.3,
              29.91
            ],
            [
              -85.26,
              29.89
            ],
            [
              -85.25,
              29.9
            ],
            [
              -85.24,
              29.88
            ],
            [
              -85.24,
              29.84
            ],
            [
              -85.26,
              29.82
            ],
            [
              -85.3,
              29.81
            ],
            [
              -85.32,
              29.78
            ],
            [
              -85.31,
              29.72
            ],
            [
              -85.3,
              29.71
            ],
            [
              -85.3,
              29.63
            ],
            [
              -85.32,
              29.61
            ],
            [
              -85.36,
              29.61
            ],
            [
              -85.38,
              29.62
            ],
            [
              -85.38,
              29.63
            ],
            [
              -85.41,
              29.66
            ],
            [
              -85.43,
              29.7
            ],
            [
              -85.43,
              29.75
            ],
            [
              -85.42,
              29.76
            ],
            [
              -85.42,
              29.78
            ],
            [
              -85.43,
              29.79
            ],
            [
              -85.43,
              29.85
            ],
            [
              -85.41,
              29.87
            ],
            [
              -85.39,
              29.87
            ],
            [
              -85.38,
              29.88
            ],
            [
              -85.34,
              29.88
            ],
            [
              -85.3,
              29.91
            ]
          ]
        ]
      },
      "raw_probability": 0.4995,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "21100d60a53fecfc95d8952d958026c544686f70d9477d739bd4de8957d30f49",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4995,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc2ff8306f23df8421745a4c98181540effd409b0446b831ecd0a5091d75131f"
      },
      "receipt_sha256": "dc2ff8306f23df8421745a4c98181540effd409b0446b831ecd0a5091d75131f"
    },
    {
      "storm_id": "180150",
      "lat": 43.24,
      "lon": -77.2268,
      "motion_east": 8.1,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1026.0,
      "ebshear": 27.0,
      "srh01": 123.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.91
        },
        {
          "name": "alignment",
          "value": -8.3535
        },
        {
          "name": "tau",
          "value": 1.187
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4989
      },
      "coherence_score": 1.1869947910308838,
      "coherence_diagnostics": {
        "tau": 1.1869947910308838,
        "grad_tau": 0.3404577672481537,
        "torsion": 0.0,
        "alignment": -8.353546142578125,
        "S_field": 0.334961861371994,
        "Gamma_field": 0.39641276001930237,
        "S_over_Gamma": 0.8449825644493103,
        "Da": 23.193981170654297,
        "E_coh": 0.2748469412326813,
        "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": [
          [
            [
              -77.19,
              43.33
            ],
            [
              -77.16,
              43.33
            ],
            [
              -77.15,
              43.32
            ],
            [
              -77.14,
              43.3
            ],
            [
              -77.15,
              43.26
            ],
            [
              -77.17,
              43.24
            ],
            [
              -77.18,
              43.2
            ],
            [
              -77.2,
              43.18
            ],
            [
              -77.2,
              43.17
            ],
            [
              -77.23,
              43.14
            ],
            [
              -77.27,
              43.13
            ],
            [
              -77.29,
              43.14
            ],
            [
              -77.31,
              43.17
            ],
            [
              -77.31,
              43.19
            ],
            [
              -77.33,
              43.23
            ],
            [
              -77.33,
              43.28
            ],
            [
              -77.28,
              43.31
            ],
            [
              -77.23,
              43.31
            ],
            [
              -77.19,
              43.33
            ]
          ]
        ]
      },
      "raw_probability": 0.4989,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9aa044e0a70686a747f26ef78f219962f82892bf0beab7cb02ed280c7396ab08",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4989,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3a691704f8a231fac8ede7f25da3d78f9e080ab255e0869f92e2a22f5d96a2f"
      },
      "receipt_sha256": "f3a691704f8a231fac8ede7f25da3d78f9e080ab255e0869f92e2a22f5d96a2f"
    },
    {
      "storm_id": "180243",
      "lat": 43.0278,
      "lon": -77.48,
      "motion_east": 8.5,
      "motion_south": 1.1,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 866.0,
      "ebshear": 25.0,
      "srh01": 109.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.91
        },
        {
          "name": "alignment",
          "value": -8.3535
        },
        {
          "name": "tau",
          "value": 1.187
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4989
      },
      "coherence_score": 1.1869947910308838,
      "coherence_diagnostics": {
        "tau": 1.1869947910308838,
        "grad_tau": 0.3404577672481537,
        "torsion": 0.0,
        "alignment": -8.353546142578125,
        "S_field": 0.334961861371994,
        "Gamma_field": 0.39641276001930237,
        "S_over_Gamma": 0.8449825644493103,
        "Da": 23.193981170654297,
        "E_coh": 0.2748469412326813,
        "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": [
          [
            [
              -77.48,
              43.07
            ],
            [
              -77.44,
              43.06
            ],
            [
              -77.43,
              43.04
            ],
            [
              -77.44,
              43.02
            ],
            [
              -77.48,
              42.98
            ],
            [
              -77.51,
              42.98
            ],
            [
              -77.53,
              43.0
            ],
            [
              -77.53,
              43.03
            ],
            [
              -77.48,
              43.07
            ]
          ]
        ]
      },
      "raw_probability": 0.4989,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9aa044e0a70686a747f26ef78f219962f82892bf0beab7cb02ed280c7396ab08",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4989,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3a691704f8a231fac8ede7f25da3d78f9e080ab255e0869f92e2a22f5d96a2f"
      },
      "receipt_sha256": "f3a691704f8a231fac8ede7f25da3d78f9e080ab255e0869f92e2a22f5d96a2f"
    },
    {
      "storm_id": "179257",
      "lat": 41.3347,
      "lon": -76.7518,
      "motion_east": 6.3,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 895.0,
      "ebshear": 22.0,
      "srh01": 81.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.16
        },
        {
          "name": "alignment",
          "value": -9.1419
        },
        {
          "name": "tau",
          "value": 1.6218
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4986
      },
      "coherence_score": 1.621843695640564,
      "coherence_diagnostics": {
        "tau": 1.621843695640564,
        "grad_tau": 0.3349505364894867,
        "torsion": 0.0,
        "alignment": -9.141876220703125,
        "S_field": 0.7777532935142517,
        "Gamma_field": 0.19891275465488434,
        "S_over_Gamma": 3.910022258758545,
        "Da": 12.541842460632324,
        "E_coh": 0.7406715750694275,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.71,
              41.45
            ],
            [
              -76.68,
              41.45
            ],
            [
              -76.64,
              41.42
            ],
            [
              -76.65,
              41.35
            ],
            [
              -76.7,
              41.31
            ],
            [
              -76.76,
              41.31
            ],
            [
              -76.79,
              41.26
            ],
            [
              -76.79,
              41.24
            ],
            [
              -76.83,
              41.22
            ],
            [
              -76.84,
              41.23
            ],
            [
              -76.84,
              41.25
            ],
            [
              -76.82,
              41.29
            ],
            [
              -76.77,
              41.32
            ],
            [
              -76.76,
              41.34
            ],
            [
              -76.76,
              41.37
            ],
            [
              -76.73,
              41.43
            ],
            [
              -76.71,
              41.45
            ]
          ]
        ]
      },
      "raw_probability": 0.4986,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "544e2ee3c8f85e3c3396b0ffb725682a626dea8ec99be479fbc5ecc7d2284370",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4986,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b62c8cc1d0f5f9bc1bd3f15681680b645b43b78ed13b3bbe8d453c2fffa49739"
      },
      "receipt_sha256": "b62c8cc1d0f5f9bc1bd3f15681680b645b43b78ed13b3bbe8d453c2fffa49739"
    },
    {
      "storm_id": "179959",
      "lat": 40.4379,
      "lon": -76.5329,
      "motion_east": 5.4,
      "motion_south": -1.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 793.0,
      "ebshear": 28.0,
      "srh01": 80.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.66
        },
        {
          "name": "alignment",
          "value": -4.7339
        },
        {
          "name": "tau",
          "value": 1.5659
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4645
      },
      "coherence_score": 1.5659270286560059,
      "coherence_diagnostics": {
        "tau": 1.5659270286560059,
        "grad_tau": 0.22432547807693481,
        "torsion": 0.0,
        "alignment": -4.733920097351074,
        "S_field": 0.5734753608703613,
        "Gamma_field": 0.3305794298648834,
        "S_over_Gamma": 1.7347581386566162,
        "Da": 21.239221572875977,
        "E_coh": 0.6545132398605347,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.53,
              40.49
            ],
            [
              -76.52,
              40.49
            ],
            [
              -76.52,
              40.48
            ],
            [
              -76.49,
              40.46
            ],
            [
              -76.49,
              40.44
            ],
            [
              -76.5,
              40.43
            ],
            [
              -76.49,
              40.4
            ],
            [
              -76.53,
              40.36
            ],
            [
              -76.56,
              40.36
            ],
            [
              -76.59,
              40.38
            ],
            [
              -76.59,
              40.43
            ],
            [
              -76.58,
              40.45
            ],
            [
              -76.54,
              40.47
            ],
            [
              -76.53,
              40.49
            ]
          ]
        ]
      },
      "raw_probability": 0.4645,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2ae040650dc43af7046a59d9c6d24fc2dc498f27cfdf04e118e77cc00165807f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4645,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dfb75b4699f65becc4d3e5566073183f542fd4da338a1d6c51f8be8c1e86335"
      },
      "receipt_sha256": "1dfb75b4699f65becc4d3e5566073183f542fd4da338a1d6c51f8be8c1e86335"
    },
    {
      "storm_id": "179702",
      "lat": 43.6886,
      "lon": -77.3638,
      "motion_east": 7.5,
      "motion_south": -2.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1277.0,
      "ebshear": 17.0,
      "srh01": 109.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.91
        },
        {
          "name": "alignment",
          "value": -8.3535
        },
        {
          "name": "tau",
          "value": 1.187
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4634
      },
      "coherence_score": 1.1869947910308838,
      "coherence_diagnostics": {
        "tau": 1.1869947910308838,
        "grad_tau": 0.3404577672481537,
        "torsion": 0.0,
        "alignment": -8.353546142578125,
        "S_field": 0.334961861371994,
        "Gamma_field": 0.39641276001930237,
        "S_over_Gamma": 0.8449825644493103,
        "Da": 23.193981170654297,
        "E_coh": 0.2748469412326813,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.47,
              43.79
            ],
            [
              -77.39,
              43.78
            ],
            [
              -77.38,
              43.77
            ],
            [
              -77.36,
              43.78
            ],
            [
              -77.29,
              43.78
            ],
            [
              -77.25,
              43.75
            ],
            [
              -77.25,
              43.72
            ],
            [
              -77.28,
              43.68
            ],
            [
              -77.28,
              43.63
            ],
            [
              -77.29,
              43.62
            ],
            [
              -77.29,
              43.6
            ],
            [
              -77.33,
              43.56
            ],
            [
              -77.35,
              43.56
            ],
            [
              -77.39,
              43.58
            ],
            [
              -77.39,
              43.6
            ],
            [
              -77.4,
              43.61
            ],
            [
              -77.4,
              43.65
            ],
            [
              -77.42,
              43.69
            ],
            [
              -77.48,
              43.74
            ],
            [
              -77.48,
              43.78
            ],
            [
              -77.47,
              43.79
            ]
          ]
        ]
      },
      "raw_probability": 0.4634,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7ee07a3fc38330f9b4bfa18614b777214da7dc70cf4f35369a4d996db028b096",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4634,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c2852ebdcd7c02f5329b2b59430a05c0c88c40453bf5c727631a1511af3bc8e"
      },
      "receipt_sha256": "2c2852ebdcd7c02f5329b2b59430a05c0c88c40453bf5c727631a1511af3bc8e"
    },
    {
      "storm_id": "180244",
      "lat": 42.9911,
      "lon": -78.5267,
      "motion_east": 7.8,
      "motion_south": 3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1504.0,
      "ebshear": 25.0,
      "srh01": 111.0,
      "maxllaz": 0.005,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.035
        },
        {
          "name": "alignment",
          "value": 2.2309
        },
        {
          "name": "tau",
          "value": 1.6307
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4358
      },
      "coherence_score": 1.6306943893432617,
      "coherence_diagnostics": {
        "tau": 1.6306943893432617,
        "grad_tau": 0.35552850365638733,
        "torsion": 0.0,
        "alignment": 2.2309341430664062,
        "S_field": 0.7546480894088745,
        "Gamma_field": 0.23224608600139618,
        "S_over_Gamma": 3.249346971511841,
        "Da": 13.782398223876953,
        "E_coh": 0.8127350807189941,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.54,
              43.02
            ],
            [
              -78.51,
              43.02
            ],
            [
              -78.5,
              43.01
            ],
            [
              -78.5,
              42.97
            ],
            [
              -78.52,
              42.95
            ],
            [
              -78.53,
              42.95
            ],
            [
              -78.55,
              42.97
            ],
            [
              -78.55,
              43.01
            ],
            [
              -78.54,
              43.02
            ]
          ]
        ]
      },
      "raw_probability": 0.4358,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3828365df59b8de56428ceb1d2b0bc2772fadc37709c0c5aaa6e10e394c3f60b",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4358,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a1fa292cf2851db56f827670231f00c50678e706613ffcc83dca21a397c3bb6d"
      },
      "receipt_sha256": "a1fa292cf2851db56f827670231f00c50678e706613ffcc83dca21a397c3bb6d"
    },
    {
      "storm_id": "180155",
      "lat": 40.903,
      "lon": -81.439,
      "motion_east": 12.0,
      "motion_south": 3.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1345.0,
      "ebshear": 52.0,
      "srh01": 153.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.285
        },
        {
          "name": "alignment",
          "value": 5.1168
        },
        {
          "name": "tau",
          "value": 1.0656
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4303
      },
      "coherence_score": 1.0655951499938965,
      "coherence_diagnostics": {
        "tau": 1.0655951499938965,
        "grad_tau": 0.017702117562294006,
        "torsion": 0.0,
        "alignment": 5.116815090179443,
        "S_field": 0.2792295217514038,
        "Gamma_field": 0.9989128112792969,
        "S_over_Gamma": 0.27953341603279114,
        "Da": 58.10576629638672,
        "E_coh": 0.024057168513536453,
        "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": [
          [
            [
              -81.47,
              40.95
            ],
            [
              -81.43,
              40.95
            ],
            [
              -81.38,
              40.91
            ],
            [
              -81.38,
              40.88
            ],
            [
              -81.4,
              40.85
            ],
            [
              -81.43,
              40.85
            ],
            [
              -81.45,
              40.86
            ],
            [
              -81.49,
              40.9
            ],
            [
              -81.49,
              40.93
            ],
            [
              -81.47,
              40.95
            ]
          ]
        ]
      },
      "raw_probability": 0.4303,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3813c37996f272f1ad70f242b6f4a90e8398fd574ec20ad8d1821619b6125039",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4303,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28d1af2d439f2d69313cb5ba608d70f14469ab46f1119dca16b8426a1262c4c8"
      },
      "receipt_sha256": "28d1af2d439f2d69313cb5ba608d70f14469ab46f1119dca16b8426a1262c4c8"
    },
    {
      "storm_id": "180177",
      "lat": 40.99,
      "lon": -81.18,
      "motion_east": 10.4,
      "motion_south": 3.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0069,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1513.0,
      "ebshear": 43.0,
      "srh01": 141.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.285
        },
        {
          "name": "alignment",
          "value": 5.1168
        },
        {
          "name": "tau",
          "value": 1.0656
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4303
      },
      "coherence_score": 1.0655951499938965,
      "coherence_diagnostics": {
        "tau": 1.0655951499938965,
        "grad_tau": 0.017702117562294006,
        "torsion": 0.0,
        "alignment": 5.116815090179443,
        "S_field": 0.2792295217514038,
        "Gamma_field": 0.9989128112792969,
        "S_over_Gamma": 0.27953341603279114,
        "Da": 58.10576629638672,
        "E_coh": 0.024057168513536453,
        "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": [
          [
            [
              -81.21,
              41.03
            ],
            [
              -81.17,
              41.03
            ],
            [
              -81.13,
              41.0
            ],
            [
              -81.13,
              40.95
            ],
            [
              -81.14,
              40.94
            ],
            [
              -81.16,
              40.94
            ],
            [
              -81.21,
              40.97
            ],
            [
              -81.22,
              40.99
            ],
            [
              -81.22,
              41.02
            ],
            [
              -81.21,
              41.03
            ]
          ]
        ]
      },
      "raw_probability": 0.4303,
      "confidence_lo": 0.0068,
      "confidence_hi": 0.0069,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3813c37996f272f1ad70f242b6f4a90e8398fd574ec20ad8d1821619b6125039",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4303,
        "probability": 0.006909,
        "confidence_lo": 0.006798,
        "confidence_hi": 0.00691,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28d1af2d439f2d69313cb5ba608d70f14469ab46f1119dca16b8426a1262c4c8"
      },
      "receipt_sha256": "28d1af2d439f2d69313cb5ba608d70f14469ab46f1119dca16b8426a1262c4c8"
    },
    {
      "storm_id": "179506",
      "lat": 43.693,
      "lon": -76.3768,
      "motion_east": 8.3,
      "motion_south": -5.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0057,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 645.0,
      "ebshear": 24.0,
      "srh01": 123.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.66
        },
        {
          "name": "alignment",
          "value": -13.568
        },
        {
          "name": "tau",
          "value": 0.9761
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4183
      },
      "coherence_score": 0.9761377573013306,
      "coherence_diagnostics": {
        "tau": 0.9761377573013306,
        "grad_tau": 0.2298382669687271,
        "torsion": 0.0,
        "alignment": -13.568022727966309,
        "S_field": 0.3768163323402405,
        "Gamma_field": 0.5880794525146484,
        "S_over_Gamma": 0.6407575011253357,
        "Da": 33.98918914794922,
        "E_coh": 0.4455086290836334,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.3,
              43.83
            ],
            [
              -76.27,
              43.83
            ],
            [
              -76.25,
              43.81
            ],
            [
              -76.24,
              43.79
            ],
            [
              -76.24,
              43.76
            ],
            [
              -76.22,
              43.72
            ],
            [
              -76.18,
              43.68
            ],
            [
              -76.17,
              43.66
            ],
            [
              -76.17,
              43.62
            ],
            [
              -76.19,
              43.6
            ],
            [
              -76.2,
              43.57
            ],
            [
              -76.22,
              43.56
            ],
            [
              -76.27,
              43.56
            ],
            [
              -76.29,
              43.57
            ],
            [
              -76.3,
              43.59
            ],
            [
              -76.33,
              43.59
            ],
            [
              -76.35,
              43.61
            ],
            [
              -76.35,
              43.64
            ],
            [
              -76.38,
              43.68
            ],
            [
              -76.43,
              43.68
            ],
            [
              -76.46,
              43.65
            ],
            [
              -76.45,
              43.63
            ],
            [
              -76.47,
              43.61
            ],
            [
              -76.49,
              43.62
            ],
            [
              -76.53,
              43.6
            ],
            [
              -76.57,
              43.6
            ],
            [
              -76.58,
              43.61
            ],
            [
              -76.58,
              43.65
            ],
            [
              -76.57,
              43.66
            ],
            [
              -76.57,
              43.73
            ],
            [
              -76.56,
              43.75
            ],
            [
              -76.53,
              43.76
            ],
            [
              -76.5,
              43.79
            ],
            [
              -76.5,
              43.81
            ],
            [
              -76.48,
              43.81
            ],
            [
              -76.47,
              43.82
            ],
            [
              -76.39,
              43.82
            ],
            [
              -76.38,
              43.81
            ],
            [
              -76.34,
              43.81
            ],
            [
              -76.3,
              43.83
            ]
          ]
        ]
      },
      "raw_probability": 0.4183,
      "confidence_lo": 0.0053,
      "confidence_hi": 0.0057,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "66c4d416ebb538e9694f3e00a7cd1c6300d6c7dc3fd8c3bf7859a05a19a4e803",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4183,
        "probability": 0.005732,
        "confidence_lo": 0.005293,
        "confidence_hi": 0.005734,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9830cf8dc265480eabb6eebf8c89849816e758a87ba929b65a2178ff05671074"
      },
      "receipt_sha256": "9830cf8dc265480eabb6eebf8c89849816e758a87ba929b65a2178ff05671074"
    },
    {
      "storm_id": "179974",
      "lat": 41.1309,
      "lon": -81.6413,
      "motion_east": 12.2,
      "motion_south": 3.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0057,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1006.0,
      "ebshear": 45.0,
      "srh01": 139.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.285
        },
        {
          "name": "alignment",
          "value": 5.1168
        },
        {
          "name": "tau",
          "value": 1.0656
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4061
      },
      "coherence_score": 1.0655951499938965,
      "coherence_diagnostics": {
        "tau": 1.0655951499938965,
        "grad_tau": 0.017702117562294006,
        "torsion": 0.0,
        "alignment": 5.116815090179443,
        "S_field": 0.2792295217514038,
        "Gamma_field": 0.9989128112792969,
        "S_over_Gamma": 0.27953341603279114,
        "Da": 58.10576629638672,
        "E_coh": 0.024057168513536453,
        "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": [
          [
            [
              -81.7,
              41.24
            ],
            [
              -81.64,
              41.23
            ],
            [
              -81.57,
              41.18
            ],
            [
              -81.56,
              41.18
            ],
            [
              -81.52,
              41.14
            ],
            [
              -81.45,
              41.12
            ],
            [
              -81.44,
              41.11
            ],
            [
              -81.43,
              41.07
            ],
            [
              -81.45,
              41.05
            ],
            [
              -81.52,
              41.05
            ],
            [
              -81.63,
              41.12
            ],
            [
              -81.7,
              41.12
            ],
            [
              -81.72,
              41.1
            ],
            [
              -81.72,
              41.07
            ],
            [
              -81.73,
              41.06
            ],
            [
              -81.77,
              41.06
            ],
            [
              -81.78,
              41.07
            ],
            [
              -81.78,
              41.11
            ],
            [
              -81.72,
              41.14
            ],
            [
              -81.72,
              41.16
            ],
            [
              -81.75,
              41.19
            ],
            [
              -81.75,
              41.2
            ],
            [
              -81.7,
              41.24
            ]
          ]
        ]
      },
      "raw_probability": 0.4061,
      "confidence_lo": 0.0053,
      "confidence_hi": 0.0057,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9cc0c98926f2faabc4b11afead81f74a07a138e03756d1fb9d26f391143990b5",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.4061,
        "probability": 0.005732,
        "confidence_lo": 0.005293,
        "confidence_hi": 0.005734,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "35e057a211ba32ac4986708ddd4a97e127f47c13104dea6449cd21adecd3b6e4"
      },
      "receipt_sha256": "35e057a211ba32ac4986708ddd4a97e127f47c13104dea6449cd21adecd3b6e4"
    },
    {
      "storm_id": "180247",
      "lat": 40.7271,
      "lon": -76.4993,
      "motion_east": 5.8,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0039,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 561.0,
      "ebshear": 20.0,
      "srh01": 88.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.66
        },
        {
          "name": "alignment",
          "value": -4.7339
        },
        {
          "name": "tau",
          "value": 1.5659
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3882
      },
      "coherence_score": 1.5659270286560059,
      "coherence_diagnostics": {
        "tau": 1.5659270286560059,
        "grad_tau": 0.22432547807693481,
        "torsion": 0.0,
        "alignment": -4.733920097351074,
        "S_field": 0.5734753608703613,
        "Gamma_field": 0.3305794298648834,
        "S_over_Gamma": 1.7347581386566162,
        "Da": 21.239221572875977,
        "E_coh": 0.6545132398605347,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.5,
              40.79
            ],
            [
              -76.48,
              40.78
            ],
            [
              -76.45,
              40.78
            ],
            [
              -76.44,
              40.76
            ],
            [
              -76.44,
              40.73
            ],
            [
              -76.49,
              40.67
            ],
            [
              -76.49,
              40.65
            ],
            [
              -76.53,
              40.65
            ],
            [
              -76.54,
              40.66
            ],
            [
              -76.54,
              40.69
            ],
            [
              -76.55,
              40.71
            ],
            [
              -76.52,
              40.75
            ],
            [
              -76.52,
              40.77
            ],
            [
              -76.5,
              40.79
            ]
          ]
        ]
      },
      "raw_probability": 0.3882,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0039,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f31f4ef3e4a430cc6c78060c20a8957be710082f23c6081c44f52ef2d47aa1d8",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3882,
        "probability": 0.003926,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003929,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9bfcedd6a5d53e70b2f05c4c7c7a0b86419787c6c312d3d083658c156cca5e42"
      },
      "receipt_sha256": "9bfcedd6a5d53e70b2f05c4c7c7a0b86419787c6c312d3d083658c156cca5e42"
    },
    {
      "storm_id": "179820",
      "lat": 43.0682,
      "lon": -78.2491,
      "motion_east": 8.1,
      "motion_south": 3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1052.0,
      "ebshear": 21.0,
      "srh01": 123.0,
      "maxllaz": 0.007,
      "mesh": 0.19,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.66
        },
        {
          "name": "alignment",
          "value": 0.7556
        },
        {
          "name": "tau",
          "value": 1.2436
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3791
      },
      "coherence_score": 1.2436246871948242,
      "coherence_diagnostics": {
        "tau": 1.2436246871948242,
        "grad_tau": 0.34098145365715027,
        "torsion": 0.0,
        "alignment": 0.7555810213088989,
        "S_field": 0.24284324049949646,
        "Gamma_field": 0.15474610030651093,
        "S_over_Gamma": 1.5693012475967407,
        "Da": 8.879375457763672,
        "E_coh": 0.6693015694618225,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.27,
              43.11
            ],
            [
              -78.2,
              43.11
            ],
            [
              -78.19,
              43.1
            ],
            [
              -78.19,
              43.05
            ],
            [
              -78.21,
              43.04
            ],
            [
              -78.24,
              43.04
            ],
            [
              -78.25,
              43.03
            ],
            [
              -78.3,
              43.03
            ],
            [
              -78.31,
              43.04
            ],
            [
              -78.31,
              43.09
            ],
            [
              -78.27,
              43.11
            ]
          ]
        ]
      },
      "raw_probability": 0.3791,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0034,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f79edec741f0ce4cbc93f3137ef8d1da4e4e5af9c40450d619c05baaa1793bb3",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3791,
        "probability": 0.003407,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003408,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7468fba86e24a95e2d7c4cb56df17255a34624ba68c8085c1e7a5bebea74d5e2"
      },
      "receipt_sha256": "7468fba86e24a95e2d7c4cb56df17255a34624ba68c8085c1e7a5bebea74d5e2"
    },
    {
      "storm_id": "180211",
      "lat": 45.6437,
      "lon": -76.0613,
      "motion_east": 6.5,
      "motion_south": -5.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 469.0,
      "ebshear": 23.0,
      "srh01": 94.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.16
        },
        {
          "name": "alignment",
          "value": 2.3028
        },
        {
          "name": "tau",
          "value": 0.7648
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3789
      },
      "coherence_score": 0.7648118138313293,
      "coherence_diagnostics": {
        "tau": 0.7648118138313293,
        "grad_tau": 0.07948742806911469,
        "torsion": 0.0,
        "alignment": 2.3027706146240234,
        "S_field": 0.45607614517211914,
        "Gamma_field": 0.3464127779006958,
        "S_over_Gamma": 1.3165684938430786,
        "Da": 21.960041046142578,
        "E_coh": 0.40680402517318726,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.05,
              45.68
            ],
            [
              -76.03,
              45.68
            ],
            [
              -76.02,
              45.66
            ],
            [
              -76.05,
              45.6
            ],
            [
              -76.09,
              45.6
            ],
            [
              -76.1,
              45.61
            ],
            [
              -76.1,
              45.64
            ],
            [
              -76.05,
              45.68
            ]
          ]
        ]
      },
      "raw_probability": 0.3789,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0034,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b3194c367eda2f9fe553fc15a9e5295164fe8727bb9fc6b3b246c53abfa1935d",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3789,
        "probability": 0.003407,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003408,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7a4c13ed6033d1e363f35cdab25be7648bdfc7331c09e4fe0303441cb40876b"
      },
      "receipt_sha256": "f7a4c13ed6033d1e363f35cdab25be7648bdfc7331c09e4fe0303441cb40876b"
    },
    {
      "storm_id": "179954",
      "lat": 41.586,
      "lon": -76.732,
      "motion_east": 6.4,
      "motion_south": -2.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 823.0,
      "ebshear": 21.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.285
        },
        {
          "name": "alignment",
          "value": -11.0024
        },
        {
          "name": "tau",
          "value": 1.243
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3719
      },
      "coherence_score": 1.2429972887039185,
      "coherence_diagnostics": {
        "tau": 1.2429972887039185,
        "grad_tau": 0.46612924337387085,
        "torsion": 0.0,
        "alignment": -11.002435684204102,
        "S_field": 0.38109931349754333,
        "Gamma_field": 0.8930794596672058,
        "S_over_Gamma": 0.42672497034072876,
        "Da": 57.49164581298828,
        "E_coh": 0.3482164144515991,
        "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": [
          [
            [
              -76.72,
              41.62
            ],
            [
              -76.7,
              41.6
            ],
            [
              -76.7,
              41.55
            ],
            [
              -76.71,
              41.54
            ],
            [
              -76.74,
              41.54
            ],
            [
              -76.77,
              41.57
            ],
            [
              -76.77,
              41.6
            ],
            [
              -76.76,
              41.61
            ],
            [
              -76.73,
              41.61
            ],
            [
              -76.72,
              41.62
            ]
          ]
        ]
      },
      "raw_probability": 0.3719,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f58f7d8a105b9d0c9d874ed352d4bedcc62e95eea8e69353055873e62a3ccc99",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3719,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b59bf550b3168b3deded52b340c0206cb7823e57c7b6f40cbcba2bd780adfdaa"
      },
      "receipt_sha256": "b59bf550b3168b3deded52b340c0206cb7823e57c7b6f40cbcba2bd780adfdaa"
    },
    {
      "storm_id": "180187",
      "lat": 43.63,
      "lon": -76.9038,
      "motion_east": 6.9,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1104.0,
      "ebshear": 31.0,
      "srh01": 119.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.66
        },
        {
          "name": "alignment",
          "value": -13.568
        },
        {
          "name": "tau",
          "value": 0.9761
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3714
      },
      "coherence_score": 0.9761377573013306,
      "coherence_diagnostics": {
        "tau": 0.9761377573013306,
        "grad_tau": 0.2298382669687271,
        "torsion": 0.0,
        "alignment": -13.568022727966309,
        "S_field": 0.3768163323402405,
        "Gamma_field": 0.5880794525146484,
        "S_over_Gamma": 0.6407575011253357,
        "Da": 33.98918914794922,
        "E_coh": 0.4455086290836334,
        "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": [
          [
            [
              -76.9,
              43.67
            ],
            [
              -76.87,
              43.66
            ],
            [
              -76.87,
              43.61
            ],
            [
              -76.89,
              43.59
            ],
            [
              -76.92,
              43.59
            ],
            [
              -76.94,
              43.6
            ],
            [
              -76.94,
              43.65
            ],
            [
              -76.9,
              43.67
            ]
          ]
        ]
      },
      "raw_probability": 0.3714,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2c9ce7802ce5c0a62372c8ab4fa2f45a622475c0286844d7fbbc0320fb0c5647",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3714,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "664fbad5b2e838c59441ea2a48f17c77f0aca1a3e5c3f9b79a87ebedd9f645ef"
      },
      "receipt_sha256": "664fbad5b2e838c59441ea2a48f17c77f0aca1a3e5c3f9b79a87ebedd9f645ef"
    },
    {
      "storm_id": "179969",
      "lat": 45.2791,
      "lon": -75.77,
      "motion_east": 6.7,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 321.0,
      "ebshear": 26.0,
      "srh01": 128.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.16
        },
        {
          "name": "alignment",
          "value": 2.3028
        },
        {
          "name": "tau",
          "value": 0.7648
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3638
      },
      "coherence_score": 0.7648118138313293,
      "coherence_diagnostics": {
        "tau": 0.7648118138313293,
        "grad_tau": 0.07948742806911469,
        "torsion": 0.0,
        "alignment": 2.3027706146240234,
        "S_field": 0.45607614517211914,
        "Gamma_field": 0.3464127779006958,
        "S_over_Gamma": 1.3165684938430786,
        "Da": 21.960041046142578,
        "E_coh": 0.40680402517318726,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.8,
              45.31
            ],
            [
              -75.75,
              45.31
            ],
            [
              -75.74,
              45.3
            ],
            [
              -75.73,
              45.28
            ],
            [
              -75.73,
              45.25
            ],
            [
              -75.74,
              45.23
            ],
            [
              -75.77,
              45.23
            ],
            [
              -75.8,
              45.26
            ],
            [
              -75.8,
              45.29
            ],
            [
              -75.81,
              45.3
            ],
            [
              -75.8,
              45.31
            ]
          ]
        ]
      },
      "raw_probability": 0.3638,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a4c6c7963151360a277ee44660f962a921d84852dbfde8e2b1f0aaa22cb685a1",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3638,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aefeb4af7d74d3ba4b29456436198f3d237bef96a130a45804935a293e209516"
      },
      "receipt_sha256": "aefeb4af7d74d3ba4b29456436198f3d237bef96a130a45804935a293e209516"
    },
    {
      "storm_id": "179667",
      "lat": 28.8319,
      "lon": -82.5542,
      "motion_east": 7.9,
      "motion_south": 3.9,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1031.0,
      "ebshear": 21.0,
      "srh01": 58.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.66
        },
        {
          "name": "alignment",
          "value": -5.6374
        },
        {
          "name": "tau",
          "value": 2.1417
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3532
      },
      "coherence_score": 2.141676902770996,
      "coherence_diagnostics": {
        "tau": 2.141676902770996,
        "grad_tau": 0.3833552896976471,
        "torsion": 0.0,
        "alignment": -5.637385368347168,
        "S_field": 0.8958594799041748,
        "Gamma_field": 0.3414127826690674,
        "S_over_Gamma": 2.6239776611328125,
        "Da": 22.26972007751465,
        "E_coh": 0.8437491655349731,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.77,
              29.11
            ],
            [
              -82.73,
              29.11
            ],
            [
              -82.69,
              29.06
            ],
            [
              -82.65,
              29.06
            ],
            [
              -82.64,
              29.07
            ],
            [
              -82.61,
              29.07
            ],
            [
              -82.59,
              29.08
            ],
            [
              -82.57,
              29.07
            ],
            [
              -82.5,
              29.0
            ],
            [
              -82.47,
              28.99
            ],
            [
              -82.4,
              28.92
            ],
            [
              -82.31,
              28.92
            ],
            [
              -82.29,
              28.9
            ],
            [
              -82.27,
              28.9
            ],
            [
              -82.24,
              28.88
            ],
            [
              -82.2,
              28.88
            ],
            [
              -82.2,
              28.83
            ],
            [
              -82.22,
              28.81
            ],
            [
              -82.22,
              28.79
            ],
            [
              -82.2,
              28.75
            ],
            [
              -82.16,
              28.7
            ],
            [
              -82.17,
              28.69
            ],
            [
              -82.16,
              28.68
            ],
            [
              -82.16,
              28.66
            ],
            [
              -82.23,
              28.59
            ],
            [
              -82.27,
              28.58
            ],
            [
              -82.28,
              28.57
            ],
            [
              -82.33,
              28.57
            ],
            [
              -82.36,
              28.59
            ],
            [
              -82.4,
              28.67
            ],
            [
              -82.4,
              28.69
            ],
            [
              -82.43,
              28.72
            ],
            [
              -82.46,
              28.7
            ],
            [
              -82.45,
              28.69
            ],
            [
              -82.46,
              28.65
            ],
            [
              -82.48,
              28.65
            ],
            [
              -82.49,
              28.64
            ],
            [
              -82.55,
              28.65
            ],
            [
              -82.57,
              28.64
            ],
            [
              -82.58,
              28.65
            ],
            [
              -82.61,
              28.65
            ],
            [
              -82.64,
              28.68
            ],
            [
              -82.67,
              28.69
            ],
            [
              -82.69,
              28.71
            ],
            [
              -82.69,
              28.75
            ],
            [
              -82.7,
              28.76
            ],
            [
              -82.72,
              28.77
            ],
            [
              -82.73,
              28.76
            ],
            [
              -82.75,
              28.76
            ],
            [
              -82.76,
              28.77
            ],
            [
              -82.76,
              28.79
            ],
            [
              -82.78,
              28.81
            ],
            [
              -82.8,
              28.82
            ],
            [
              -82.85,
              28.82
            ],
            [
              -82.87,
              28.83
            ],
            [
              -82.88,
              28.84
            ],
            [
              -82.88,
              28.89
            ],
            [
              -82.85,
              28.92
            ],
            [
              -82.77,
              28.92
            ],
            [
              -82.76,
              28.93
            ],
            [
              -82.76,
              28.96
            ],
            [
              -82.77,
              28.97
            ],
            [
              -82.76,
              28.99
            ],
            [
              -82.76,
              29.03
            ],
            [
              -82.77,
              29.04
            ],
            [
              -82.77,
              29.07
            ],
            [
              -82.78,
              29.08
            ],
            [
              -82.78,
              29.1
            ],
            [
              -82.77,
              29.11
            ]
          ]
        ]
      },
      "raw_probability": 0.3532,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "41f7e8ec7dfaec07c5d504e398af1f65ce35419f9ba745d9b0de25eee79f58ec",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3532,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38e82a27e62cad7d2219ab0605ba7676424ffc0f14439101f93cfae4817e3d43"
      },
      "receipt_sha256": "38e82a27e62cad7d2219ab0605ba7676424ffc0f14439101f93cfae4817e3d43"
    },
    {
      "storm_id": "178930",
      "lat": 45.3609,
      "lon": -76.16,
      "motion_east": 6.8,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 528.0,
      "ebshear": 28.0,
      "srh01": 101.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.66
        },
        {
          "name": "alignment",
          "value": -9.4428
        },
        {
          "name": "tau",
          "value": 0.7782
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3394
      },
      "coherence_score": 0.7781608700752258,
      "coherence_diagnostics": {
        "tau": 0.7781608700752258,
        "grad_tau": 0.04490266367793083,
        "torsion": 0.0,
        "alignment": -9.442755699157715,
        "S_field": 0.31169480085372925,
        "Gamma_field": 0.3714127838611603,
        "S_over_Gamma": 0.8392139673233032,
        "Da": 22.881628036499023,
        "E_coh": 0.28464341163635254,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.19,
              45.41
            ],
            [
              -76.09,
              45.41
            ],
            [
              -76.08,
              45.39
            ],
            [
              -76.08,
              45.36
            ],
            [
              -76.11,
              45.33
            ],
            [
              -76.14,
              45.33
            ],
            [
              -76.15,
              45.32
            ],
            [
              -76.23,
              45.32
            ],
            [
              -76.25,
              45.33
            ],
            [
              -76.25,
              45.36
            ],
            [
              -76.19,
              45.41
            ]
          ]
        ]
      },
      "raw_probability": 0.3394,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a1c48c9d2b894edde30b92a0dafa4d19c037e0765d8a7f5978b6ce8fb55e6847",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3394,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "146ab041baa56d44ab0d6b49d10f036672bbe2ab347f05edc7a2e71f95bcd915"
      },
      "receipt_sha256": "146ab041baa56d44ab0d6b49d10f036672bbe2ab347f05edc7a2e71f95bcd915"
    },
    {
      "storm_id": "179823",
      "lat": 41.99,
      "lon": -76.4138,
      "motion_east": 5.8,
      "motion_south": 0.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 373.0,
      "ebshear": 23.0,
      "srh01": 71.0,
      "maxllaz": 0.004,
      "mesh": 0.37,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.285
        },
        {
          "name": "alignment",
          "value": -11.0024
        },
        {
          "name": "tau",
          "value": 1.243
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3309
      },
      "coherence_score": 1.2429972887039185,
      "coherence_diagnostics": {
        "tau": 1.2429972887039185,
        "grad_tau": 0.46612924337387085,
        "torsion": 0.0,
        "alignment": -11.002435684204102,
        "S_field": 0.38109931349754333,
        "Gamma_field": 0.8930794596672058,
        "S_over_Gamma": 0.42672497034072876,
        "Da": 57.49164581298828,
        "E_coh": 0.3482164144515991,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.42,
              42.03
            ],
            [
              -76.37,
              42.02
            ],
            [
              -76.37,
              41.96
            ],
            [
              -76.39,
              41.95
            ],
            [
              -76.44,
              41.95
            ],
            [
              -76.45,
              41.97
            ],
            [
              -76.45,
              42.01
            ],
            [
              -76.42,
              42.03
            ]
          ]
        ]
      },
      "raw_probability": 0.3309,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "488641262d205ef47cd2afdc9ca5ce380064948a14670b3eef563e28c15f3167",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3309,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "82a4249d1023ce2236f5c8eb4aad4a5f35b7f263d7fb8e3f63f0565b0df755e9"
      },
      "receipt_sha256": "82a4249d1023ce2236f5c8eb4aad4a5f35b7f263d7fb8e3f63f0565b0df755e9"
    },
    {
      "storm_id": "179486",
      "lat": 42.58,
      "lon": -78.0352,
      "motion_east": 8.7,
      "motion_south": 2.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 911.0,
      "ebshear": 18.0,
      "srh01": 178.0,
      "maxllaz": 0.007,
      "mesh": 0.25,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 178.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.035
        },
        {
          "name": "alignment",
          "value": 2.2309
        },
        {
          "name": "tau",
          "value": 1.6307
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.33
      },
      "coherence_score": 1.6306943893432617,
      "coherence_diagnostics": {
        "tau": 1.6306943893432617,
        "grad_tau": 0.35552850365638733,
        "torsion": 0.0,
        "alignment": 2.2309341430664062,
        "S_field": 0.7546480894088745,
        "Gamma_field": 0.23224608600139618,
        "S_over_Gamma": 3.249346971511841,
        "Da": 13.782398223876953,
        "E_coh": 0.8127350807189941,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.12,
              42.78
            ],
            [
              -78.09,
              42.78
            ],
            [
              -78.05,
              42.75
            ],
            [
              -78.01,
              42.75
            ],
            [
              -78.0,
              42.76
            ],
            [
              -77.98,
              42.76
            ],
            [
              -77.95,
              42.71
            ],
            [
              -77.95,
              42.68
            ],
            [
              -77.97,
              42.66
            ],
            [
              -78.02,
              42.66
            ],
            [
              -78.04,
              42.64
            ],
            [
              -78.04,
              42.62
            ],
            [
              -78.02,
              42.6
            ],
            [
              -77.98,
              42.59
            ],
            [
              -77.94,
              42.55
            ],
            [
              -77.94,
              42.52
            ],
            [
              -77.97,
              42.48
            ],
            [
              -77.96,
              42.46
            ],
            [
              -77.96,
              42.43
            ],
            [
              -77.98,
              42.41
            ],
            [
              -77.98,
              42.38
            ],
            [
              -78.0,
              42.35
            ],
            [
              -77.99,
              42.34
            ],
            [
              -77.99,
              42.32
            ],
            [
              -78.01,
              42.32
            ],
            [
              -78.02,
              42.42
            ],
            [
              -78.03,
              42.43
            ],
            [
              -78.03,
              42.45
            ],
            [
              -78.0,
              42.49
            ],
            [
              -78.0,
              42.5
            ],
            [
              -78.03,
              42.53
            ],
            [
              -78.05,
              42.53
            ],
            [
              -78.09,
              42.58
            ],
            [
              -78.15,
              42.58
            ],
            [
              -78.22,
              42.66
            ],
            [
              -78.21,
              42.72
            ],
            [
              -78.2,
              42.73
            ],
            [
              -78.18,
              42.73
            ],
            [
              -78.14,
              42.77
            ],
            [
              -78.12,
              42.78
            ]
          ]
        ]
      },
      "raw_probability": 0.33,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "1cf5754e16502b6a0076ac13385c866d4c01f58b12b35f86ca20aa1c8a665e16",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.33,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6f663918bb307beb898b22b141b3650551984d8a1fd53e133d137698058d93e"
      },
      "receipt_sha256": "c6f663918bb307beb898b22b141b3650551984d8a1fd53e133d137698058d93e"
    },
    {
      "storm_id": "180026",
      "lat": 43.935,
      "lon": -75.8762,
      "motion_east": 6.8,
      "motion_south": -4.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 918.0,
      "ebshear": 23.0,
      "srh01": 113.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.035
        },
        {
          "name": "alignment",
          "value": -5.9036
        },
        {
          "name": "tau",
          "value": 0.7555
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3216
      },
      "coherence_score": 0.7555117607116699,
      "coherence_diagnostics": {
        "tau": 0.7555117607116699,
        "grad_tau": 0.1063079759478569,
        "torsion": 0.0,
        "alignment": -5.903623580932617,
        "S_field": 0.3226805031299591,
        "Gamma_field": 0.49057942628860474,
        "S_over_Gamma": 0.6577538251876831,
        "Da": 31.63475799560547,
        "E_coh": 0.4556375741958618,
        "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": [
          [
            [
              -75.89,
              43.97
            ],
            [
              -75.86,
              43.97
            ],
            [
              -75.83,
              43.94
            ],
            [
              -75.83,
              43.89
            ],
            [
              -75.89,
              43.89
            ],
            [
              -75.91,
              43.91
            ],
            [
              -75.91,
              43.94
            ],
            [
              -75.89,
              43.97
            ]
          ]
        ]
      },
      "raw_probability": 0.3216,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "31227432cd48a6a088dc8db2b8691218e23ebec77e9f0a873bc36da291b39823",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3216,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "018a873532574dac9b29a0309d6a91ea826a43828972858bbb37efb02fd235ed"
      },
      "receipt_sha256": "018a873532574dac9b29a0309d6a91ea826a43828972858bbb37efb02fd235ed"
    },
    {
      "storm_id": "180051",
      "lat": 37.9667,
      "lon": -97.68,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 540.0,
      "ebshear": 19.0,
      "srh01": 119.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 6.1485
        },
        {
          "name": "tau",
          "value": 0.4612
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3157
      },
      "coherence_score": 0.4611889123916626,
      "coherence_diagnostics": {
        "tau": 0.4611889123916626,
        "grad_tau": 0.1183190569281578,
        "torsion": 0.0,
        "alignment": 6.148471832275391,
        "S_field": 0.4602327346801758,
        "Gamma_field": 1.3864127397537231,
        "S_over_Gamma": 0.33195939660072327,
        "Da": 85.39930725097656,
        "E_coh": 0.39092540740966797,
        "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": [
          [
            [
              -97.7,
              38.0
            ],
            [
              -97.67,
              38.0
            ],
            [
              -97.64,
              37.97
            ],
            [
              -97.64,
              37.94
            ],
            [
              -97.65,
              37.93
            ],
            [
              -97.7,
              37.93
            ],
            [
              -97.71,
              37.94
            ],
            [
              -97.71,
              37.99
            ],
            [
              -97.7,
              38.0
            ]
          ]
        ]
      },
      "raw_probability": 0.3157,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6ab81509415bf1e9216b07f31c261590ecd7fd26658ce850bcb30724b534261a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.3157,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62baf29853533debe8104978fb264317d229304663fbfebd5bc03653dd7514d3"
      },
      "receipt_sha256": "62baf29853533debe8104978fb264317d229304663fbfebd5bc03653dd7514d3"
    },
    {
      "storm_id": "180174",
      "lat": 43.2414,
      "lon": -78.86,
      "motion_east": 6.4,
      "motion_south": 2.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1733.0,
      "ebshear": 32.0,
      "srh01": 88.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.66
        },
        {
          "name": "alignment",
          "value": 0.7556
        },
        {
          "name": "tau",
          "value": 1.2436
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2998
      },
      "coherence_score": 1.2436246871948242,
      "coherence_diagnostics": {
        "tau": 1.2436246871948242,
        "grad_tau": 0.34098145365715027,
        "torsion": 0.0,
        "alignment": 0.7555810213088989,
        "S_field": 0.24284324049949646,
        "Gamma_field": 0.15474610030651093,
        "S_over_Gamma": 1.5693012475967407,
        "Da": 8.879375457763672,
        "E_coh": 0.6693015694618225,
        "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": [
          [
            [
              -78.92,
              43.27
            ],
            [
              -78.82,
              43.27
            ],
            [
              -78.81,
              43.26
            ],
            [
              -78.81,
              43.21
            ],
            [
              -78.82,
              43.2
            ],
            [
              -78.92,
              43.21
            ],
            [
              -78.92,
              43.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2998,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "549f8d6b295ec50cb713fdbe571efb9d34ee28ed805745ba9b412480871e5a96",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2998,
        "probability": 0.003183,
        "confidence_lo": 0.003093,
        "confidence_hi": 0.003184,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76106218c07398963731ea5dfc6c8f10f323fe378f093dda0d699a8ddb5781dc"
      },
      "receipt_sha256": "76106218c07398963731ea5dfc6c8f10f323fe378f093dda0d699a8ddb5781dc"
    },
    {
      "storm_id": "180180",
      "lat": 37.9763,
      "lon": -98.04,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 145.0,
      "ebshear": 13.0,
      "srh01": 93.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.16
        },
        {
          "name": "alignment",
          "value": 7.9929
        },
        {
          "name": "tau",
          "value": 0.5512
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2782
      },
      "coherence_score": 0.5512380599975586,
      "coherence_diagnostics": {
        "tau": 0.5512380599975586,
        "grad_tau": 0.12843169271945953,
        "torsion": 0.0,
        "alignment": 7.992852687835693,
        "S_field": 0.7197697758674622,
        "Gamma_field": 0.8605794310569763,
        "S_over_Gamma": 0.8363780975341797,
        "Da": 52.56381607055664,
        "E_coh": 0.6452841758728027,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.07,
              38.01
            ],
            [
              -98.02,
              38.01
            ],
            [
              -98.0,
              37.99
            ],
            [
              -98.0,
              37.96
            ],
            [
              -98.03,
              37.94
            ],
            [
              -98.06,
              37.94
            ],
            [
              -98.07,
              37.95
            ],
            [
              -98.07,
              38.01
            ]
          ]
        ]
      },
      "raw_probability": 0.2782,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fcc419ffbac7e3d1e57718963d70ba2b613436024f0d8c6fd863918cf839838c",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2782,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75f6938b614e52910e5139784d265b87b12462a02ce928b004760c5edc14a75b"
      },
      "receipt_sha256": "75f6938b614e52910e5139784d265b87b12462a02ce928b004760c5edc14a75b"
    },
    {
      "storm_id": "177218",
      "lat": 40.7975,
      "lon": -96.1929,
      "motion_east": 9.8,
      "motion_south": 0.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3972.0,
      "ebshear": 32.0,
      "srh01": 73.0,
      "maxllaz": 0.005,
      "mesh": 0.88,
      "flash_rate": 42.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.785
        },
        {
          "name": "alignment",
          "value": -3.7629
        },
        {
          "name": "tau",
          "value": 0.7023
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.275
      },
      "coherence_score": 0.7023352384567261,
      "coherence_diagnostics": {
        "tau": 0.7023352384567261,
        "grad_tau": 0.03125007450580597,
        "torsion": 0.0,
        "alignment": -3.762939214706421,
        "S_field": 0.16709622740745544,
        "Gamma_field": 0.17641276121139526,
        "S_over_Gamma": 0.9471889734268188,
        "Da": 10.52747631072998,
        "E_coh": 0.5200132131576538,
        "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": 10,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.29,
              40.87
            ],
            [
              -96.26,
              40.87
            ],
            [
              -96.25,
              40.86
            ],
            [
              -96.08,
              40.86
            ],
            [
              -96.07,
              40.85
            ],
            [
              -96.05,
              40.85
            ],
            [
              -96.03,
              40.84
            ],
            [
              -96.0,
              40.8
            ],
            [
              -96.0,
              40.74
            ],
            [
              -96.01,
              40.72
            ],
            [
              -96.05,
              40.69
            ],
            [
              -96.06,
              40.7
            ],
            [
              -96.1,
              40.7
            ],
            [
              -96.16,
              40.73
            ],
            [
              -96.21,
              40.73
            ],
            [
              -96.29,
              40.77
            ],
            [
              -96.33,
              40.77
            ],
            [
              -96.34,
              40.78
            ],
            [
              -96.36,
              40.78
            ],
            [
              -96.37,
              40.8
            ],
            [
              -96.37,
              40.84
            ],
            [
              -96.36,
              40.86
            ],
            [
              -96.3,
              40.86
            ],
            [
              -96.29,
              40.87
            ]
          ]
        ]
      },
      "raw_probability": 0.275,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6818fb18b9b90d0e2d01a2fae5e2edd81665dfbd1efb286dc7d7a9aa4ef817ba",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.275,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a867ca764453e8443fa42fe8bf1b896e2a827a9373052e3c5eff00a2c70882f3"
      },
      "receipt_sha256": "a867ca764453e8443fa42fe8bf1b896e2a827a9373052e3c5eff00a2c70882f3"
    },
    {
      "storm_id": "180146",
      "lat": 45.7656,
      "lon": -75.9033,
      "motion_east": 6.0,
      "motion_south": -2.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 350.0,
      "ebshear": 24.0,
      "srh01": 95.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.16
        },
        {
          "name": "alignment",
          "value": 2.3028
        },
        {
          "name": "tau",
          "value": 0.7648
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2719
      },
      "coherence_score": 0.7648118138313293,
      "coherence_diagnostics": {
        "tau": 0.7648118138313293,
        "grad_tau": 0.07948742806911469,
        "torsion": 0.0,
        "alignment": 2.3027706146240234,
        "S_field": 0.45607614517211914,
        "Gamma_field": 0.3464127779006958,
        "S_over_Gamma": 1.3165684938430786,
        "Da": 21.960041046142578,
        "E_coh": 0.40680402517318726,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.91,
              45.8
            ],
            [
              -75.89,
              45.8
            ],
            [
              -75.87,
              45.77
            ],
            [
              -75.87,
              45.74
            ],
            [
              -75.88,
              45.73
            ],
            [
              -75.92,
              45.73
            ],
            [
              -75.94,
              45.74
            ],
            [
              -75.94,
              45.78
            ],
            [
              -75.91,
              45.8
            ]
          ]
        ]
      },
      "raw_probability": 0.2719,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6142a07afa163847417e57a9df16cfc6abe7a92842a7d2fcbdd511125d1f4df1",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2719,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0604c38e1782fe3a4d49638b829619dc84e486a5ca522cc3e738b336ccc0659d"
      },
      "receipt_sha256": "0604c38e1782fe3a4d49638b829619dc84e486a5ca522cc3e738b336ccc0659d"
    },
    {
      "storm_id": "179996",
      "lat": 44.733,
      "lon": -76.414,
      "motion_east": 6.9,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 672.0,
      "ebshear": 24.0,
      "srh01": 114.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.16
        },
        {
          "name": "alignment",
          "value": -9.2429
        },
        {
          "name": "tau",
          "value": 0.8167
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2714
      },
      "coherence_score": 0.8166795969009399,
      "coherence_diagnostics": {
        "tau": 0.8166795969009399,
        "grad_tau": 0.08980681747198105,
        "torsion": 0.0,
        "alignment": -9.242908477783203,
        "S_field": 0.29361748695373535,
        "Gamma_field": 0.2855794131755829,
        "S_over_Gamma": 1.028146505355835,
        "Da": 16.726634979248047,
        "E_coh": 0.4357635974884033,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.43,
              44.79
            ],
            [
              -76.39,
              44.78
            ],
            [
              -76.34,
              44.74
            ],
            [
              -76.34,
              44.69
            ],
            [
              -76.36,
              44.67
            ],
            [
              -76.42,
              44.67
            ],
            [
              -76.48,
              44.7
            ],
            [
              -76.48,
              44.74
            ],
            [
              -76.47,
              44.76
            ],
            [
              -76.43,
              44.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2714,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8beb474513cfc7cb0d635d36491113a2cde5898d66ae543eb7e1310cdaefd214",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2714,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4852408c891e1c6add8bbcd03b5c351bfab7ce66a62ccb098583d6593cc7806d"
      },
      "receipt_sha256": "4852408c891e1c6add8bbcd03b5c351bfab7ce66a62ccb098583d6593cc7806d"
    },
    {
      "storm_id": "180027",
      "lat": 40.999,
      "lon": -96.729,
      "motion_east": 7.9,
      "motion_south": 1.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2175.0,
      "ebshear": 47.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.41
        },
        {
          "name": "alignment",
          "value": -5.5113
        },
        {
          "name": "tau",
          "value": 0.6952
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2692
      },
      "coherence_score": 0.6952280402183533,
      "coherence_diagnostics": {
        "tau": 0.6952280402183533,
        "grad_tau": 0.02457495778799057,
        "torsion": 0.0,
        "alignment": -5.511274337768555,
        "S_field": 0.17814400792121887,
        "Gamma_field": 0.1797460913658142,
        "S_over_Gamma": 0.9910869598388672,
        "Da": 11.16290283203125,
        "E_coh": 0.5806630849838257,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.72,
              41.03
            ],
            [
              -96.68,
              41.03
            ],
            [
              -96.67,
              41.02
            ],
            [
              -96.67,
              40.98
            ],
            [
              -96.74,
              40.94
            ],
            [
              -96.76,
              40.94
            ],
            [
              -96.79,
              41.0
            ],
            [
              -96.78,
              41.01
            ],
            [
              -96.76,
              41.01
            ],
            [
              -96.72,
              41.03
            ]
          ]
        ]
      },
      "raw_probability": 0.2692,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e0f8c410e430d62c92fa2e0654333b4e9b19253914cbdb9d394a6bd8e55f8755",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2692,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5888a95a6362d196e757ecd31fb870073f17cee7d8e88148280dcc2d01b976b9"
      },
      "receipt_sha256": "5888a95a6362d196e757ecd31fb870073f17cee7d8e88148280dcc2d01b976b9"
    },
    {
      "storm_id": "178707",
      "lat": 29.4908,
      "lon": -85.3254,
      "motion_east": 8.3,
      "motion_south": 7.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1844.0,
      "ebshear": 25.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.535
        },
        {
          "name": "alignment",
          "value": 0.8465
        },
        {
          "name": "tau",
          "value": 2.4215
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2641
      },
      "coherence_score": 2.4215025901794434,
      "coherence_diagnostics": {
        "tau": 2.4215025901794434,
        "grad_tau": 0.10224727541208267,
        "torsion": 0.0,
        "alignment": 0.8464992046356201,
        "S_field": 1.3423570394515991,
        "Gamma_field": 0.21557942032814026,
        "S_over_Gamma": 6.22674036026001,
        "Da": 13.95510196685791,
        "E_coh": 0.9050227999687195,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.34,
              29.57
            ],
            [
              -85.31,
              29.57
            ],
            [
              -85.25,
              29.54
            ],
            [
              -85.23,
              29.51
            ],
            [
              -85.23,
              29.47
            ],
            [
              -85.28,
              29.43
            ],
            [
              -85.33,
              29.43
            ],
            [
              -85.34,
              29.42
            ],
            [
              -85.37,
              29.44
            ],
            [
              -85.39,
              29.44
            ],
            [
              -85.41,
              29.47
            ],
            [
              -85.41,
              29.52
            ],
            [
              -85.34,
              29.57
            ]
          ]
        ]
      },
      "raw_probability": 0.2641,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "541040a866cb5579884319987f54459e64aec71963d19a3ea269ab4b0f14946e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2641,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f73c3c23456d88e312616102e9db86f87278dddfad375541be237d9f3063c458"
      },
      "receipt_sha256": "f73c3c23456d88e312616102e9db86f87278dddfad375541be237d9f3063c458"
    },
    {
      "storm_id": "180228",
      "lat": 28.6972,
      "lon": -83.2819,
      "motion_east": 7.7,
      "motion_south": 4.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2439.0,
      "ebshear": 18.0,
      "srh01": 46.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.91
        },
        {
          "name": "alignment",
          "value": -5.1048
        },
        {
          "name": "tau",
          "value": 1.8651
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2638
      },
      "coherence_score": 1.8650619983673096,
      "coherence_diagnostics": {
        "tau": 1.8650619983673096,
        "grad_tau": 0.24293874204158783,
        "torsion": 0.0,
        "alignment": -5.104803085327148,
        "S_field": 0.4503994286060333,
        "Gamma_field": 0.4322460889816284,
        "S_over_Gamma": 1.0419976711273193,
        "Da": 28.138124465942383,
        "E_coh": 0.693023681640625,
        "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": [
          [
            [
              -83.36,
              28.88
            ],
            [
              -83.31,
              28.88
            ],
            [
              -83.3,
              28.78
            ],
            [
              -83.28,
              28.74
            ],
            [
              -83.26,
              28.72
            ],
            [
              -83.24,
              28.72
            ],
            [
              -83.2,
              28.74
            ],
            [
              -83.18,
              28.76
            ],
            [
              -83.18,
              28.78
            ],
            [
              -83.16,
              28.78
            ],
            [
              -83.16,
              28.75
            ],
            [
              -83.12,
              28.72
            ],
            [
              -83.13,
              28.66
            ],
            [
              -83.15,
              28.64
            ],
            [
              -83.19,
              28.62
            ],
            [
              -83.22,
              28.58
            ],
            [
              -83.23,
              28.55
            ],
            [
              -83.26,
              28.54
            ],
            [
              -83.27,
              28.52
            ],
            [
              -83.29,
              28.51
            ],
            [
              -83.3,
              28.52
            ],
            [
              -83.3,
              28.55
            ],
            [
              -83.28,
              28.59
            ],
            [
              -83.28,
              28.66
            ],
            [
              -83.29,
              28.68
            ],
            [
              -83.31,
              28.7
            ],
            [
              -83.33,
              28.69
            ],
            [
              -83.37,
              28.69
            ],
            [
              -83.38,
              28.7
            ],
            [
              -83.4,
              28.7
            ],
            [
              -83.42,
              28.71
            ],
            [
              -83.44,
              28.74
            ],
            [
              -83.44,
              28.76
            ],
            [
              -83.38,
              28.81
            ],
            [
              -83.38,
              28.85
            ],
            [
              -83.36,
              28.88
            ]
          ]
        ]
      },
      "raw_probability": 0.2638,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "02354a3818e69ecd6df3a1e879d688c7147aae6ab5ae7f3389c1c2bd81ab4a41",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2638,
        "probability": 0.002425,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002426,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1e7a3cf6a324be80c4444c0dfe6fdde52521af1f2fb4b80d72967f84dbd377c8"
      },
      "receipt_sha256": "1e7a3cf6a324be80c4444c0dfe6fdde52521af1f2fb4b80d72967f84dbd377c8"
    },
    {
      "storm_id": "180255",
      "lat": 38.1142,
      "lon": -80.5658,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1049.0,
      "ebshear": 23.0,
      "srh01": 113.0,
      "maxllaz": 0.0,
      "mesh": 0.54,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.91
        },
        {
          "name": "alignment",
          "value": 0.0649
        },
        {
          "name": "tau",
          "value": 0.9091
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.259
      },
      "coherence_score": 0.9090648293495178,
      "coherence_diagnostics": {
        "tau": 0.9090648293495178,
        "grad_tau": 0.06541165709495544,
        "torsion": 0.0,
        "alignment": 0.06494283676147461,
        "S_field": 0.38747289776802063,
        "Gamma_field": 0.19641275703907013,
        "S_over_Gamma": 1.9727481603622437,
        "Da": 12.840750694274902,
        "E_coh": 0.670258641242981,
        "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": [
          [
            [
              -80.67,
              38.19
            ],
            [
              -80.64,
              38.19
            ],
            [
              -80.62,
              38.17
            ],
            [
              -80.59,
              38.16
            ],
            [
              -80.58,
              38.14
            ],
            [
              -80.58,
              38.09
            ],
            [
              -80.57,
              38.08
            ],
            [
              -80.55,
              38.09
            ],
            [
              -80.55,
              38.14
            ],
            [
              -80.54,
              38.15
            ],
            [
              -80.53,
              38.14
            ],
            [
              -80.5,
              38.17
            ],
            [
              -80.47,
              38.17
            ],
            [
              -80.47,
              38.16
            ],
            [
              -80.45,
              38.14
            ],
            [
              -80.45,
              38.02
            ],
            [
              -80.54,
              38.02
            ],
            [
              -80.53,
              38.04
            ],
            [
              -80.55,
              38.06
            ],
            [
              -80.61,
              38.06
            ],
            [
              -80.62,
              38.05
            ],
            [
              -80.63,
              38.06
            ],
            [
              -80.67,
              38.06
            ],
            [
              -80.67,
              38.19
            ]
          ]
        ]
      },
      "raw_probability": 0.259,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fd732a8241ed7836a3d27aa89ac338d2d820f15dd6922c57b9a123e32fe6dc7a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.259,
        "probability": 0.002405,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002406,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dbaf93318c552ee1259a654517d2c04e7788df31ee4df58c86459f1474998ce7"
      },
      "receipt_sha256": "dbaf93318c552ee1259a654517d2c04e7788df31ee4df58c86459f1474998ce7"
    },
    {
      "storm_id": "180215",
      "lat": 44.5686,
      "lon": -76.751,
      "motion_east": 6.8,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1172.0,
      "ebshear": 31.0,
      "srh01": 99.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.16
        },
        {
          "name": "alignment",
          "value": -9.2429
        },
        {
          "name": "tau",
          "value": 0.8167
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2587
      },
      "coherence_score": 0.8166795969009399,
      "coherence_diagnostics": {
        "tau": 0.8166795969009399,
        "grad_tau": 0.08980681747198105,
        "torsion": 0.0,
        "alignment": -9.242908477783203,
        "S_field": 0.29361748695373535,
        "Gamma_field": 0.2855794131755829,
        "S_over_Gamma": 1.028146505355835,
        "Da": 16.726634979248047,
        "E_coh": 0.4357635974884033,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.85,
              44.64
            ],
            [
              -76.79,
              44.64
            ],
            [
              -76.77,
              44.63
            ],
            [
              -76.77,
              44.62
            ],
            [
              -76.75,
              44.6
            ],
            [
              -76.7,
              44.6
            ],
            [
              -76.69,
              44.59
            ],
            [
              -76.67,
              44.59
            ],
            [
              -76.64,
              44.55
            ],
            [
              -76.64,
              44.51
            ],
            [
              -76.66,
              44.49
            ],
            [
              -76.66,
              44.48
            ],
            [
              -76.7,
              44.47
            ],
            [
              -76.74,
              44.5
            ],
            [
              -76.74,
              44.52
            ],
            [
              -76.77,
              44.55
            ],
            [
              -76.79,
              44.56
            ],
            [
              -76.85,
              44.56
            ],
            [
              -76.87,
              44.59
            ],
            [
              -76.87,
              44.61
            ],
            [
              -76.85,
              44.64
            ]
          ]
        ]
      },
      "raw_probability": 0.2587,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "893e16d7ab4360675c57a7c881a67a190e926011db04c4c5d4477946e8eca097",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2587,
        "probability": 0.002405,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002406,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e3d8548205c5af333f437d55754189d5b16691e35b17cd24baad25b1f16717e2"
      },
      "receipt_sha256": "e3d8548205c5af333f437d55754189d5b16691e35b17cd24baad25b1f16717e2"
    },
    {
      "storm_id": "179409",
      "lat": 28.9156,
      "lon": -83.2033,
      "motion_east": 7.7,
      "motion_south": 4.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2386.0,
      "ebshear": 16.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.91
        },
        {
          "name": "alignment",
          "value": -5.1048
        },
        {
          "name": "tau",
          "value": 1.8651
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2501
      },
      "coherence_score": 1.8650619983673096,
      "coherence_diagnostics": {
        "tau": 1.8650619983673096,
        "grad_tau": 0.24293874204158783,
        "torsion": 0.0,
        "alignment": -5.104803085327148,
        "S_field": 0.4503994286060333,
        "Gamma_field": 0.4322460889816284,
        "S_over_Gamma": 1.0419976711273193,
        "Da": 28.138124465942383,
        "E_coh": 0.693023681640625,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.22,
              28.95
            ],
            [
              -83.18,
              28.95
            ],
            [
              -83.16,
              28.93
            ],
            [
              -83.16,
              28.9
            ],
            [
              -83.19,
              28.87
            ],
            [
              -83.22,
              28.87
            ],
            [
              -83.24,
              28.89
            ],
            [
              -83.24,
              28.93
            ],
            [
              -83.22,
              28.95
            ]
          ]
        ]
      },
      "raw_probability": 0.2501,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f8a265d7ed8870340607460e70756a51618b4de71cbc0b79ce223cb0c19641e6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2501,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b41b9d61a55d77a679f07652ea4aa4b03d44cfffa901392de7d9220f56615573"
      },
      "receipt_sha256": "b41b9d61a55d77a679f07652ea4aa4b03d44cfffa901392de7d9220f56615573"
    },
    {
      "storm_id": "179281",
      "lat": 45.0512,
      "lon": -76.9824,
      "motion_east": 6.7,
      "motion_south": -5.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 302.0,
      "ebshear": 23.0,
      "srh01": 90.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.16
        },
        {
          "name": "alignment",
          "value": -9.2429
        },
        {
          "name": "tau",
          "value": 0.8167
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2454
      },
      "coherence_score": 0.8166795969009399,
      "coherence_diagnostics": {
        "tau": 0.8166795969009399,
        "grad_tau": 0.08980681747198105,
        "torsion": 0.0,
        "alignment": -9.242908477783203,
        "S_field": 0.29361748695373535,
        "Gamma_field": 0.2855794131755829,
        "S_over_Gamma": 1.028146505355835,
        "Da": 16.726634979248047,
        "E_coh": 0.4357635974884033,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.03,
              45.11
            ],
            [
              -77.01,
              45.11
            ],
            [
              -76.97,
              45.09
            ],
            [
              -76.97,
              45.08
            ],
            [
              -76.95,
              45.06
            ],
            [
              -76.94,
              45.06
            ],
            [
              -76.94,
              45.05
            ],
            [
              -76.91,
              45.02
            ],
            [
              -76.91,
              44.99
            ],
            [
              -76.92,
              44.97
            ],
            [
              -76.96,
              44.97
            ],
            [
              -76.98,
              44.98
            ],
            [
              -77.02,
              45.03
            ],
            [
              -77.06,
              45.04
            ],
            [
              -77.06,
              45.1
            ],
            [
              -77.04,
              45.1
            ],
            [
              -77.03,
              45.11
            ]
          ]
        ]
      },
      "raw_probability": 0.2454,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2e12b4fd30fd11bc47fd23ac2931642c67cd822cd3381cbdf67f184084acca3b",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2454,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f662682a1520b4b1622cec72aa45722fbf5a4447151f51d9983f82e0f22e2f62"
      },
      "receipt_sha256": "f662682a1520b4b1622cec72aa45722fbf5a4447151f51d9983f82e0f22e2f62"
    },
    {
      "storm_id": "180251",
      "lat": 39.8692,
      "lon": -96.3315,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3112.0,
      "ebshear": 32.0,
      "srh01": 88.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.41
        },
        {
          "name": "alignment",
          "value": 2.4328
        },
        {
          "name": "tau",
          "value": 0.671
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2315
      },
      "coherence_score": 0.6710180640220642,
      "coherence_diagnostics": {
        "tau": 0.6710180640220642,
        "grad_tau": 0.07404231280088425,
        "torsion": 0.0,
        "alignment": 2.432813882827759,
        "S_field": 0.16404488682746887,
        "Gamma_field": 0.15974609553813934,
        "S_over_Gamma": 1.0269101858139038,
        "Da": 9.497971534729004,
        "E_coh": 0.33491674065589905,
        "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": [
          [
            [
              -96.37,
              39.9
            ],
            [
              -96.33,
              39.9
            ],
            [
              -96.32,
              39.89
            ],
            [
              -96.3,
              39.89
            ],
            [
              -96.3,
              39.85
            ],
            [
              -96.29,
              39.84
            ],
            [
              -96.3,
              39.82
            ],
            [
              -96.32,
              39.82
            ],
            [
              -96.34,
              39.84
            ],
            [
              -96.34,
              39.87
            ],
            [
              -96.36,
              39.89
            ],
            [
              -96.37,
              39.89
            ],
            [
              -96.37,
              39.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2315,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c639c20091db97a361543089e3dbb71aa6bfca397f79fb701451f5da2a0de836",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2315,
        "probability": 0.002343,
        "confidence_lo": 0.002237,
        "confidence_hi": 0.002343,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f9c3f24506fdb6e7d91bf79b5343c7e45b45d0ed551a892edcdb83de3a7816fa"
      },
      "receipt_sha256": "f9c3f24506fdb6e7d91bf79b5343c7e45b45d0ed551a892edcdb83de3a7816fa"
    },
    {
      "storm_id": "180142",
      "lat": 47.535,
      "lon": -76.646,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1017.0,
      "ebshear": 24.0,
      "srh01": 110.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.035
        },
        {
          "name": "alignment",
          "value": -10.37
        },
        {
          "name": "tau",
          "value": 0.4677
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2122
      },
      "coherence_score": 0.4676867723464966,
      "coherence_diagnostics": {
        "tau": 0.4676867723464966,
        "grad_tau": 0.14935189485549927,
        "torsion": 0.0,
        "alignment": -10.370006561279297,
        "S_field": 0.22926023602485657,
        "Gamma_field": 0.15974609553813934,
        "S_over_Gamma": 1.4351539611816406,
        "Da": 10.2150239944458,
        "E_coh": 0.47430115938186646,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.66,
              47.57
            ],
            [
              -76.65,
              47.56
            ],
            [
              -76.63,
              47.56
            ],
            [
              -76.61,
              47.53
            ],
            [
              -76.61,
              47.51
            ],
            [
              -76.63,
              47.49
            ],
            [
              -76.65,
              47.49
            ],
            [
              -76.68,
              47.51
            ],
            [
              -76.68,
              47.56
            ],
            [
              -76.66,
              47.57
            ]
          ]
        ]
      },
      "raw_probability": 0.2122,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c94dc3f99f11877c03d2274dbd5c2006b7fbdfee3e1da294f8c931ce8652b2a7",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2122,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1935c0f858c42d88dafd1f9b005305d70753c718e3cddbc1ada54a7c937ae999"
      },
      "receipt_sha256": "1935c0f858c42d88dafd1f9b005305d70753c718e3cddbc1ada54a7c937ae999"
    },
    {
      "storm_id": "179772",
      "lat": 47.5233,
      "lon": -76.3556,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 534.0,
      "ebshear": 27.0,
      "srh01": 106.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.035
        },
        {
          "name": "alignment",
          "value": -10.37
        },
        {
          "name": "tau",
          "value": 0.4677
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2021
      },
      "coherence_score": 0.4676867723464966,
      "coherence_diagnostics": {
        "tau": 0.4676867723464966,
        "grad_tau": 0.14935189485549927,
        "torsion": 0.0,
        "alignment": -10.370006561279297,
        "S_field": 0.22926023602485657,
        "Gamma_field": 0.15974609553813934,
        "S_over_Gamma": 1.4351539611816406,
        "Da": 10.2150239944458,
        "E_coh": 0.47430115938186646,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.44,
              47.62
            ],
            [
              -76.4,
              47.62
            ],
            [
              -76.38,
              47.61
            ],
            [
              -76.35,
              47.55
            ],
            [
              -76.33,
              47.53
            ],
            [
              -76.31,
              47.53
            ],
            [
              -76.23,
              47.49
            ],
            [
              -76.22,
              47.48
            ],
            [
              -76.22,
              47.43
            ],
            [
              -76.23,
              47.42
            ],
            [
              -76.28,
              47.42
            ],
            [
              -76.32,
              47.44
            ],
            [
              -76.37,
              47.48
            ],
            [
              -76.45,
              47.48
            ],
            [
              -76.48,
              47.52
            ],
            [
              -76.48,
              47.58
            ],
            [
              -76.47,
              47.6
            ],
            [
              -76.44,
              47.62
            ]
          ]
        ]
      },
      "raw_probability": 0.2021,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "69dbfddcbbb437bf7c730fa1572a75d8431e090ce9e36e476a76a40334d96185",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2021,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39da263b3fa0b72d0e963e222a76eabaa11da9eab29a3ff846a4620993ba170e"
      },
      "receipt_sha256": "39da263b3fa0b72d0e963e222a76eabaa11da9eab29a3ff846a4620993ba170e"
    },
    {
      "storm_id": "180214",
      "lat": 44.6345,
      "lon": -75.6418,
      "motion_east": 6.8,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 396.0,
      "ebshear": 23.0,
      "srh01": 89.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.535
        },
        {
          "name": "alignment",
          "value": -1.8699
        },
        {
          "name": "tau",
          "value": 0.7023
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2021
      },
      "coherence_score": 0.702261209487915,
      "coherence_diagnostics": {
        "tau": 0.702261209487915,
        "grad_tau": 0.08501093089580536,
        "torsion": 0.0,
        "alignment": -1.8698811531066895,
        "S_field": 0.18244728446006775,
        "Gamma_field": 0.5114127397537231,
        "S_over_Gamma": 0.35675153136253357,
        "Da": 34.92247009277344,
        "E_coh": 0.18423417210578918,
        "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": [
          [
            [
              -75.66,
              44.67
            ],
            [
              -75.65,
              44.66
            ],
            [
              -75.62,
              44.66
            ],
            [
              -75.6,
              44.64
            ],
            [
              -75.6,
              44.6
            ],
            [
              -75.61,
              44.59
            ],
            [
              -75.64,
              44.59
            ],
            [
              -75.68,
              44.61
            ],
            [
              -75.67,
              44.63
            ],
            [
              -75.67,
              44.66
            ],
            [
              -75.66,
              44.67
            ]
          ]
        ]
      },
      "raw_probability": 0.2021,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "69dbfddcbbb437bf7c730fa1572a75d8431e090ce9e36e476a76a40334d96185",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.2021,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39da263b3fa0b72d0e963e222a76eabaa11da9eab29a3ff846a4620993ba170e"
      },
      "receipt_sha256": "39da263b3fa0b72d0e963e222a76eabaa11da9eab29a3ff846a4620993ba170e"
    },
    {
      "storm_id": "180216",
      "lat": 44.0094,
      "lon": -76.6119,
      "motion_east": 7.5,
      "motion_south": -7.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 590.0,
      "ebshear": 31.0,
      "srh01": 131.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 131.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.91
        },
        {
          "name": "alignment",
          "value": -9.4589
        },
        {
          "name": "tau",
          "value": 0.8322
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1997
      },
      "coherence_score": 0.8321937918663025,
      "coherence_diagnostics": {
        "tau": 0.8321937918663025,
        "grad_tau": 0.13750021159648895,
        "torsion": 0.0,
        "alignment": -9.458864212036133,
        "S_field": 0.1535062938928604,
        "Gamma_field": 0.5689127445220947,
        "S_over_Gamma": 0.26982396841049194,
        "Da": 32.37761688232422,
        "E_coh": 0.31735360622406006,
        "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": [
          [
            [
              -76.62,
              44.06
            ],
            [
              -76.47,
              44.06
            ],
            [
              -76.45,
              44.03
            ],
            [
              -76.46,
              43.98
            ],
            [
              -76.52,
              43.98
            ],
            [
              -76.54,
              43.96
            ],
            [
              -76.62,
              43.95
            ],
            [
              -76.63,
              43.96
            ],
            [
              -76.66,
              43.96
            ],
            [
              -76.68,
              43.97
            ],
            [
              -76.72,
              44.01
            ],
            [
              -76.72,
              44.03
            ],
            [
              -76.73,
              44.04
            ],
            [
              -76.72,
              44.05
            ],
            [
              -76.63,
              44.05
            ],
            [
              -76.62,
              44.06
            ]
          ]
        ]
      },
      "raw_probability": 0.1997,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dcd81d7fbe91a2844f329c8cfa610ebd11d6756a0dbd1e3db39a5857f500075b",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1997,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a86ee6934194e5e3a5a63d951bff5db36d82c26f259fa3bb23c600abdef0e6af"
      },
      "receipt_sha256": "a86ee6934194e5e3a5a63d951bff5db36d82c26f259fa3bb23c600abdef0e6af"
    },
    {
      "storm_id": "179285",
      "lat": 43.8555,
      "lon": -76.8436,
      "motion_east": 6.8,
      "motion_south": -7.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1220.0,
      "ebshear": 29.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.91
        },
        {
          "name": "alignment",
          "value": -9.4589
        },
        {
          "name": "tau",
          "value": 0.8322
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1995
      },
      "coherence_score": 0.8321937918663025,
      "coherence_diagnostics": {
        "tau": 0.8321937918663025,
        "grad_tau": 0.13750021159648895,
        "torsion": 0.0,
        "alignment": -9.458864212036133,
        "S_field": 0.1535062938928604,
        "Gamma_field": 0.5689127445220947,
        "S_over_Gamma": 0.26982396841049194,
        "Da": 32.37761688232422,
        "E_coh": 0.31735360622406006,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.83,
              43.93
            ],
            [
              -76.78,
              43.93
            ],
            [
              -76.77,
              43.92
            ],
            [
              -76.73,
              43.91
            ],
            [
              -76.72,
              43.9
            ],
            [
              -76.72,
              43.84
            ],
            [
              -76.73,
              43.84
            ],
            [
              -76.75,
              43.82
            ],
            [
              -76.77,
              43.82
            ],
            [
              -76.83,
              43.79
            ],
            [
              -76.86,
              43.76
            ],
            [
              -76.92,
              43.73
            ],
            [
              -76.95,
              43.74
            ],
            [
              -76.95,
              43.76
            ],
            [
              -76.97,
              43.8
            ],
            [
              -76.97,
              43.86
            ],
            [
              -76.96,
              43.88
            ],
            [
              -76.93,
              43.91
            ],
            [
              -76.88,
              43.91
            ],
            [
              -76.87,
              43.92
            ],
            [
              -76.84,
              43.92
            ],
            [
              -76.83,
              43.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1995,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "250e4a84c5f6559e2e892ec24631a3c818457dd99c1efa2f6e59936639fc59aa",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1995,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e181f0d47c8ddf1cb0c6ea4e682f91512d6fd1e3abdb61b5a34a131b9dae14f4"
      },
      "receipt_sha256": "e181f0d47c8ddf1cb0c6ea4e682f91512d6fd1e3abdb61b5a34a131b9dae14f4"
    },
    {
      "storm_id": "180073",
      "lat": 44.9889,
      "lon": -75.7839,
      "motion_east": 6.8,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 374.0,
      "ebshear": 21.0,
      "srh01": 108.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.535
        },
        {
          "name": "alignment",
          "value": -1.8699
        },
        {
          "name": "tau",
          "value": 0.7023
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1982
      },
      "coherence_score": 0.702261209487915,
      "coherence_diagnostics": {
        "tau": 0.702261209487915,
        "grad_tau": 0.08501093089580536,
        "torsion": 0.0,
        "alignment": -1.8698811531066895,
        "S_field": 0.18244728446006775,
        "Gamma_field": 0.5114127397537231,
        "S_over_Gamma": 0.35675153136253357,
        "Da": 34.92247009277344,
        "E_coh": 0.18423417210578918,
        "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": [
          [
            [
              -75.81,
              45.09
            ],
            [
              -75.78,
              45.09
            ],
            [
              -75.77,
              45.08
            ],
            [
              -75.78,
              45.06
            ],
            [
              -75.78,
              45.0
            ],
            [
              -75.75,
              44.97
            ],
            [
              -75.74,
              44.97
            ],
            [
              -75.74,
              44.96
            ],
            [
              -75.72,
              44.94
            ],
            [
              -75.72,
              44.91
            ],
            [
              -75.71,
              44.9
            ],
            [
              -75.77,
              44.9
            ],
            [
              -75.79,
              44.92
            ],
            [
              -75.81,
              44.92
            ],
            [
              -75.87,
              44.97
            ],
            [
              -75.88,
              44.99
            ],
            [
              -75.88,
              45.04
            ],
            [
              -75.81,
              45.09
            ]
          ]
        ]
      },
      "raw_probability": 0.1982,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "471b4f59f9daca816a0f43df497450ed527b554f2219455d90b902d737ee647d",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1982,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27ab19b24979301ad16fce601818c5296e959fc659a93e5fb2e8f731d613cce8"
      },
      "receipt_sha256": "27ab19b24979301ad16fce601818c5296e959fc659a93e5fb2e8f731d613cce8"
    },
    {
      "storm_id": "179425",
      "lat": 39.39,
      "lon": -95.3195,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2641.0,
      "ebshear": 18.0,
      "srh01": 52.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.66
        },
        {
          "name": "alignment",
          "value": -8.2125
        },
        {
          "name": "tau",
          "value": 0.687
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1964
      },
      "coherence_score": 0.6870447397232056,
      "coherence_diagnostics": {
        "tau": 0.6870447397232056,
        "grad_tau": 0.19141319394111633,
        "torsion": 0.0,
        "alignment": -8.212536811828613,
        "S_field": 0.4088531732559204,
        "Gamma_field": 0.5505794286727905,
        "S_over_Gamma": 0.7425870895385742,
        "Da": 32.31850051879883,
        "E_coh": 0.5675803422927856,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.34,
              39.43
            ],
            [
              -95.33,
              39.42
            ],
            [
              -95.31,
              39.43
            ],
            [
              -95.23,
              39.43
            ],
            [
              -95.22,
              39.42
            ],
            [
              -95.2,
              39.42
            ],
            [
              -95.2,
              39.37
            ],
            [
              -95.23,
              39.35
            ],
            [
              -95.27,
              39.35
            ],
            [
              -95.28,
              39.34
            ],
            [
              -95.3,
              39.34
            ],
            [
              -95.35,
              39.37
            ],
            [
              -95.4,
              39.37
            ],
            [
              -95.41,
              39.36
            ],
            [
              -95.43,
              39.37
            ],
            [
              -95.43,
              39.4
            ],
            [
              -95.41,
              39.41
            ],
            [
              -95.39,
              39.4
            ],
            [
              -95.34,
              39.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1964,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a2048c6a487a800d44aa51381e7157d14d4b446eb484abe55b16d871095a1ad0",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1964,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71beed3f6793e864f838bfb436d0c6b46c8921c237d03fe96effb698f334dd30"
      },
      "receipt_sha256": "71beed3f6793e864f838bfb436d0c6b46c8921c237d03fe96effb698f334dd30"
    },
    {
      "storm_id": "180147",
      "lat": 44.2376,
      "lon": -76.3832,
      "motion_east": 7.1,
      "motion_south": -7.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 541.0,
      "ebshear": 22.0,
      "srh01": 99.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.91
        },
        {
          "name": "alignment",
          "value": -9.4589
        },
        {
          "name": "tau",
          "value": 0.8322
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1941
      },
      "coherence_score": 0.8321937918663025,
      "coherence_diagnostics": {
        "tau": 0.8321937918663025,
        "grad_tau": 0.13750021159648895,
        "torsion": 0.0,
        "alignment": -9.458864212036133,
        "S_field": 0.1535062938928604,
        "Gamma_field": 0.5689127445220947,
        "S_over_Gamma": 0.26982396841049194,
        "Da": 32.37761688232422,
        "E_coh": 0.31735360622406006,
        "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": [
          [
            [
              -76.3,
              44.3
            ],
            [
              -76.28,
              44.3
            ],
            [
              -76.25,
              44.27
            ],
            [
              -76.24,
              44.23
            ],
            [
              -76.26,
              44.22
            ],
            [
              -76.27,
              44.2
            ],
            [
              -76.3,
              44.19
            ],
            [
              -76.32,
              44.17
            ],
            [
              -76.38,
              44.17
            ],
            [
              -76.42,
              44.2
            ],
            [
              -76.43,
              44.2
            ],
            [
              -76.48,
              44.16
            ],
            [
              -76.53,
              44.17
            ],
            [
              -76.54,
              44.19
            ],
            [
              -76.54,
              44.25
            ],
            [
              -76.52,
              44.25
            ],
            [
              -76.51,
              44.26
            ],
            [
              -76.45,
              44.26
            ],
            [
              -76.44,
              44.27
            ],
            [
              -76.41,
              44.27
            ],
            [
              -76.4,
              44.28
            ],
            [
              -76.35,
              44.27
            ],
            [
              -76.34,
              44.28
            ],
            [
              -76.32,
              44.28
            ],
            [
              -76.3,
              44.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1941,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f49e23ebbe12ebc05b85a147e17b7e1280e1184b2d02bdf74d5ddb44e85b6506",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1941,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccad7da8a847084eab408a95a27116e6c1c11e3d42b3a23567fafc2dc0572ea3"
      },
      "receipt_sha256": "ccad7da8a847084eab408a95a27116e6c1c11e3d42b3a23567fafc2dc0572ea3"
    },
    {
      "storm_id": "179622",
      "lat": 28.39,
      "lon": -83.5025,
      "motion_east": 6.9,
      "motion_south": 4.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3219.0,
      "ebshear": 28.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.66
        },
        {
          "name": "alignment",
          "value": 0.4572
        },
        {
          "name": "tau",
          "value": 1.6161
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1878
      },
      "coherence_score": 1.6161024570465088,
      "coherence_diagnostics": {
        "tau": 1.6161024570465088,
        "grad_tau": 0.0874164029955864,
        "torsion": 0.0,
        "alignment": 0.4571831226348877,
        "S_field": 0.1820639669895172,
        "Gamma_field": 0.6564127802848816,
        "S_over_Gamma": 0.27736201882362366,
        "Da": 42.4593505859375,
        "E_coh": 0.5754988193511963,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.51,
              28.46
            ],
            [
              -83.45,
              28.46
            ],
            [
              -83.45,
              28.44
            ],
            [
              -83.46,
              28.43
            ],
            [
              -83.46,
              28.39
            ],
            [
              -83.48,
              28.35
            ],
            [
              -83.5,
              28.33
            ],
            [
              -83.52,
              28.32
            ],
            [
              -83.55,
              28.32
            ],
            [
              -83.57,
              28.33
            ],
            [
              -83.57,
              28.39
            ],
            [
              -83.51,
              28.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1878,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d01bdd627857413a16deaab0f9ddb07d44783d6925edebec2c47196d6f50f55d",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1878,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b50890e7b3e499a51e57d77fd371a37e5ebe80195d73fe2da5c65e132ed5a64"
      },
      "receipt_sha256": "8b50890e7b3e499a51e57d77fd371a37e5ebe80195d73fe2da5c65e132ed5a64"
    },
    {
      "storm_id": "179209",
      "lat": 39.11,
      "lon": -102.8,
      "motion_east": 7.0,
      "motion_south": 4.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1622.0,
      "ebshear": 26.0,
      "srh01": 74.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.035
        },
        {
          "name": "alignment",
          "value": -3.3217
        },
        {
          "name": "tau",
          "value": 0.408
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1845
      },
      "coherence_score": 0.4079878628253937,
      "coherence_diagnostics": {
        "tau": 0.4079878628253937,
        "grad_tau": 0.03676333650946617,
        "torsion": 0.0,
        "alignment": -3.321747303009033,
        "S_field": 0.09640775620937347,
        "Gamma_field": 0.3505794405937195,
        "S_over_Gamma": 0.27499547600746155,
        "Da": 21.153512954711914,
        "E_coh": 0.129115492105484,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.82,
              39.19
            ],
            [
              -102.78,
              39.19
            ],
            [
              -102.72,
              39.12
            ],
            [
              -102.72,
              39.04
            ],
            [
              -102.73,
              39.03
            ],
            [
              -102.8,
              39.02
            ],
            [
              -102.84,
              39.07
            ],
            [
              -102.84,
              39.08
            ],
            [
              -102.87,
              39.11
            ],
            [
              -102.86,
              39.17
            ],
            [
              -102.82,
              39.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1845,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dc18c93ef49657559d614185e7b4ddc181751b44a6dc0e17cf848817ac0262b4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1845,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccb9fcb2766b714e266e3cd436cc4212a6fda173b0021fda7b756f035aa262d1"
      },
      "receipt_sha256": "ccb9fcb2766b714e266e3cd436cc4212a6fda173b0021fda7b756f035aa262d1"
    },
    {
      "storm_id": "179383",
      "lat": 34.505,
      "lon": -107.8455,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1102.0,
      "ebshear": 17.0,
      "srh01": 73.0,
      "maxllaz": 0.006,
      "mesh": 0.28,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.16
        },
        {
          "name": "alignment",
          "value": 2.424
        },
        {
          "name": "tau",
          "value": 0.4335
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1813
      },
      "coherence_score": 0.43350493907928467,
      "coherence_diagnostics": {
        "tau": 0.43350493907928467,
        "grad_tau": 0.03123168647289276,
        "torsion": 0.0,
        "alignment": 2.423959732055664,
        "S_field": 0.33154866099357605,
        "Gamma_field": 0.8389127850532532,
        "S_over_Gamma": 0.395212322473526,
        "Da": 50.98589324951172,
        "E_coh": 0.31848379969596863,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.82,
              34.56
            ],
            [
              -107.76,
              34.56
            ],
            [
              -107.76,
              34.54
            ],
            [
              -107.75,
              34.53
            ],
            [
              -107.75,
              34.48
            ],
            [
              -107.74,
              34.47
            ],
            [
              -107.78,
              34.46
            ],
            [
              -107.8,
              34.47
            ],
            [
              -107.8,
              34.48
            ],
            [
              -107.83,
              34.51
            ],
            [
              -107.84,
              34.51
            ],
            [
              -107.86,
              34.47
            ],
            [
              -107.87,
              34.47
            ],
            [
              -107.91,
              34.44
            ],
            [
              -107.94,
              34.44
            ],
            [
              -107.99,
              34.48
            ],
            [
              -107.99,
              34.54
            ],
            [
              -107.98,
              34.55
            ],
            [
              -107.9,
              34.55
            ],
            [
              -107.86,
              34.52
            ],
            [
              -107.85,
              34.52
            ],
            [
              -107.82,
              34.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1813,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ac6ecd40aa0156ae477470d768878463c63de1404106ddf8e6df69a2c9f7db4f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1813,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a558efb2cd41aa176288e3381f3c82f9a31c2883523997622769e8423b9fccc4"
      },
      "receipt_sha256": "a558efb2cd41aa176288e3381f3c82f9a31c2883523997622769e8423b9fccc4"
    },
    {
      "storm_id": "180256",
      "lat": 29.2833,
      "lon": -82.9858,
      "motion_east": 7.6,
      "motion_south": 3.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 907.0,
      "ebshear": 18.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.91
        },
        {
          "name": "alignment",
          "value": -5.1048
        },
        {
          "name": "tau",
          "value": 1.8651
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1812
      },
      "coherence_score": 1.8650619983673096,
      "coherence_diagnostics": {
        "tau": 1.8650619983673096,
        "grad_tau": 0.24293874204158783,
        "torsion": 0.0,
        "alignment": -5.104803085327148,
        "S_field": 0.4503994286060333,
        "Gamma_field": 0.4322460889816284,
        "S_over_Gamma": 1.0419976711273193,
        "Da": 28.138124465942383,
        "E_coh": 0.693023681640625,
        "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": [
          [
            [
              -82.99,
              29.33
            ],
            [
              -82.98,
              29.32
            ],
            [
              -82.95,
              29.32
            ],
            [
              -82.95,
              29.25
            ],
            [
              -82.97,
              29.25
            ],
            [
              -82.98,
              29.24
            ],
            [
              -83.0,
              29.24
            ],
            [
              -83.01,
              29.25
            ],
            [
              -83.01,
              29.27
            ],
            [
              -83.0,
              29.28
            ],
            [
              -83.0,
              29.32
            ],
            [
              -82.99,
              29.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1812,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "97782db55b28d2ac0a400c51bc037dba3ab4733a8cedcf685cc4e5adda22f090",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1812,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc99340122854a5d32f6c1a1b81ac24da7755cc6c0b85da41d56337552856349"
      },
      "receipt_sha256": "dc99340122854a5d32f6c1a1b81ac24da7755cc6c0b85da41d56337552856349"
    },
    {
      "storm_id": "180213",
      "lat": 44.7443,
      "lon": -75.9029,
      "motion_east": 6.9,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 359.0,
      "ebshear": 19.0,
      "srh01": 86.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.535
        },
        {
          "name": "alignment",
          "value": -1.8699
        },
        {
          "name": "tau",
          "value": 0.7023
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1774
      },
      "coherence_score": 0.702261209487915,
      "coherence_diagnostics": {
        "tau": 0.702261209487915,
        "grad_tau": 0.08501093089580536,
        "torsion": 0.0,
        "alignment": -1.8698811531066895,
        "S_field": 0.18244728446006775,
        "Gamma_field": 0.5114127397537231,
        "S_over_Gamma": 0.35675153136253357,
        "Da": 34.92247009277344,
        "E_coh": 0.18423417210578918,
        "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": [
          [
            [
              -75.91,
              44.78
            ],
            [
              -75.87,
              44.76
            ],
            [
              -75.87,
              44.73
            ],
            [
              -75.89,
              44.71
            ],
            [
              -75.92,
              44.71
            ],
            [
              -75.95,
              44.74
            ],
            [
              -75.91,
              44.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1774,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "cf40b01e252214a1bef7e8c68caf45f8e0f687b6960f376b15dc135362d9ead4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1774,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53655ed515ca5723727dde9dcd43cac8f16190a06bc0e6356b5a49c117cb3e35"
      },
      "receipt_sha256": "53655ed515ca5723727dde9dcd43cac8f16190a06bc0e6356b5a49c117cb3e35"
    },
    {
      "storm_id": "180123",
      "lat": 39.011,
      "lon": -96.787,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1560.0,
      "ebshear": 27.0,
      "srh01": 53.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.91
        },
        {
          "name": "alignment",
          "value": 4.2804
        },
        {
          "name": "tau",
          "value": 0.5543
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1762
      },
      "coherence_score": 0.554250955581665,
      "coherence_diagnostics": {
        "tau": 0.554250955581665,
        "grad_tau": 0.1252952665090561,
        "torsion": 0.0,
        "alignment": 4.280385971069336,
        "S_field": 0.4203145503997803,
        "Gamma_field": 1.274746060371399,
        "S_over_Gamma": 0.32972413301467896,
        "Da": 75.70867156982422,
        "E_coh": 0.41064921021461487,
        "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": [
          [
            [
              -96.81,
              39.05
            ],
            [
              -96.76,
              39.05
            ],
            [
              -96.74,
              39.03
            ],
            [
              -96.74,
              39.0
            ],
            [
              -96.75,
              38.98
            ],
            [
              -96.78,
              38.96
            ],
            [
              -96.82,
              38.97
            ],
            [
              -96.83,
              38.99
            ],
            [
              -96.83,
              39.03
            ],
            [
              -96.81,
              39.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1762,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "40e24f542d7b897cead46ba58602c4c2dd909cce2b6392c76e46695446c308c7",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1762,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4242b0af087760c8a5f354153adba803fc173dc55c33c066ad66a75489da40b"
      },
      "receipt_sha256": "a4242b0af087760c8a5f354153adba803fc173dc55c33c066ad66a75489da40b"
    },
    {
      "storm_id": "180088",
      "lat": 28.8126,
      "lon": -83.9859,
      "motion_east": 7.8,
      "motion_south": 4.9,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2043.0,
      "ebshear": 16.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.535
        },
        {
          "name": "alignment",
          "value": 1.621
        },
        {
          "name": "tau",
          "value": 1.9428
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1759
      },
      "coherence_score": 1.9427748918533325,
      "coherence_diagnostics": {
        "tau": 1.9427748918533325,
        "grad_tau": 0.19974857568740845,
        "torsion": 0.0,
        "alignment": 1.62104332447052,
        "S_field": 0.10854829102754593,
        "Gamma_field": 0.21974609792232513,
        "S_over_Gamma": 0.49397140741348267,
        "Da": 14.084264755249023,
        "E_coh": 0.5555793642997742,
        "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": [
          [
            [
              -83.92,
              28.92
            ],
            [
              -83.86,
              28.92
            ],
            [
              -83.8,
              28.89
            ],
            [
              -83.76,
              28.84
            ],
            [
              -83.77,
              28.81
            ],
            [
              -83.8,
              28.79
            ],
            [
              -83.87,
              28.8
            ],
            [
              -83.92,
              28.76
            ],
            [
              -83.93,
              28.76
            ],
            [
              -83.96,
              28.73
            ],
            [
              -84.0,
              28.71
            ],
            [
              -84.02,
              28.71
            ],
            [
              -84.03,
              28.7
            ],
            [
              -84.08,
              28.7
            ],
            [
              -84.1,
              28.71
            ],
            [
              -84.15,
              28.76
            ],
            [
              -84.16,
              28.76
            ],
            [
              -84.16,
              28.82
            ],
            [
              -84.14,
              28.84
            ],
            [
              -84.1,
              28.85
            ],
            [
              -84.09,
              28.86
            ],
            [
              -84.06,
              28.86
            ],
            [
              -84.05,
              28.87
            ],
            [
              -84.04,
              28.86
            ],
            [
              -83.99,
              28.89
            ],
            [
              -83.94,
              28.9
            ],
            [
              -83.92,
              28.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1759,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "860a7f13d1addacbbfbe3697e7b2aca0c28c3ce6ff5d6d1c1fa77cf78c104a4b",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1759,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d908405662bc91d64a6a422c1ff941de97377759192e7b6228a55b57e6f7b160"
      },
      "receipt_sha256": "d908405662bc91d64a6a422c1ff941de97377759192e7b6228a55b57e6f7b160"
    },
    {
      "storm_id": "179613",
      "lat": 44.6907,
      "lon": -76.12,
      "motion_east": 6.9,
      "motion_south": -6.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 673.0,
      "ebshear": 16.0,
      "srh01": 81.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.535
        },
        {
          "name": "alignment",
          "value": -1.8699
        },
        {
          "name": "tau",
          "value": 0.7023
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1736
      },
      "coherence_score": 0.702261209487915,
      "coherence_diagnostics": {
        "tau": 0.702261209487915,
        "grad_tau": 0.08501093089580536,
        "torsion": 0.0,
        "alignment": -1.8698811531066895,
        "S_field": 0.18244728446006775,
        "Gamma_field": 0.5114127397537231,
        "S_over_Gamma": 0.35675153136253357,
        "Da": 34.92247009277344,
        "E_coh": 0.18423417210578918,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.12,
              44.77
            ],
            [
              -76.08,
              44.77
            ],
            [
              -76.06,
              44.75
            ],
            [
              -76.05,
              44.71
            ],
            [
              -76.07,
              44.68
            ],
            [
              -76.07,
              44.66
            ],
            [
              -76.1,
              44.63
            ],
            [
              -76.14,
              44.63
            ],
            [
              -76.15,
              44.62
            ],
            [
              -76.17,
              44.62
            ],
            [
              -76.18,
              44.63
            ],
            [
              -76.18,
              44.68
            ],
            [
              -76.16,
              44.7
            ],
            [
              -76.15,
              44.74
            ],
            [
              -76.12,
              44.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1736,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "943a3cecc847dfa2369cc45835e672bd4ae5b7bc76a5c15c9e029c5329f3cde7",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1736,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac7f7977e440389362a50a25ed5d6a4aeba15b99dcbafafabe706ac064d2d763"
      },
      "receipt_sha256": "ac7f7977e440389362a50a25ed5d6a4aeba15b99dcbafafabe706ac064d2d763"
    },
    {
      "storm_id": "180217",
      "lat": 42.6533,
      "lon": -79.7733,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1868.0,
      "ebshear": 20.0,
      "srh01": 102.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.035
        },
        {
          "name": "alignment",
          "value": 4.7691
        },
        {
          "name": "tau",
          "value": 1.3845
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1677
      },
      "coherence_score": 1.3845391273498535,
      "coherence_diagnostics": {
        "tau": 1.3845391273498535,
        "grad_tau": 0.3793793022632599,
        "torsion": 0.0,
        "alignment": 4.769082546234131,
        "S_field": 0.2270059436559677,
        "Gamma_field": 0.3422461152076721,
        "S_over_Gamma": 0.6632827520370483,
        "Da": 19.369050979614258,
        "E_coh": 0.673360288143158,
        "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": [
          [
            [
              -79.78,
              42.68
            ],
            [
              -79.75,
              42.68
            ],
            [
              -79.74,
              42.66
            ],
            [
              -79.75,
              42.65
            ],
            [
              -79.75,
              42.61
            ],
            [
              -79.8,
              42.61
            ],
            [
              -79.8,
              42.65
            ],
            [
              -79.81,
              42.66
            ],
            [
              -79.78,
              42.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1677,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "54729fca4360d573f841c313e68dd4e6bb4fe1859b27f77d6245d6a89bb72b50",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1677,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "323a3925bde92350fb9fa9b6b760021ab50ef5a21694c8de5c1f92bafe1f556c"
      },
      "receipt_sha256": "323a3925bde92350fb9fa9b6b760021ab50ef5a21694c8de5c1f92bafe1f556c"
    },
    {
      "storm_id": "180083",
      "lat": 38.8712,
      "lon": -94.9435,
      "motion_east": 2.8,
      "motion_south": 3.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1167.0,
      "ebshear": 25.0,
      "srh01": 22.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.66
        },
        {
          "name": "alignment",
          "value": -8.2125
        },
        {
          "name": "tau",
          "value": 0.687
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.166
      },
      "coherence_score": 0.6870447397232056,
      "coherence_diagnostics": {
        "tau": 0.6870447397232056,
        "grad_tau": 0.19141319394111633,
        "torsion": 0.0,
        "alignment": -8.212536811828613,
        "S_field": 0.4088531732559204,
        "Gamma_field": 0.5505794286727905,
        "S_over_Gamma": 0.7425870895385742,
        "Da": 32.31850051879883,
        "E_coh": 0.5675803422927856,
        "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": [
          [
            [
              -94.98,
              38.99
            ],
            [
              -94.95,
              38.99
            ],
            [
              -94.92,
              38.96
            ],
            [
              -94.89,
              38.88
            ],
            [
              -94.87,
              38.87
            ],
            [
              -94.85,
              38.83
            ],
            [
              -94.85,
              38.77
            ],
            [
              -94.9,
              38.73
            ],
            [
              -94.92,
              38.73
            ],
            [
              -94.94,
              38.75
            ],
            [
              -94.94,
              38.82
            ],
            [
              -94.97,
              38.85
            ],
            [
              -95.0,
              38.86
            ],
            [
              -95.03,
              38.89
            ],
            [
              -95.03,
              38.94
            ],
            [
              -95.02,
              38.96
            ],
            [
              -94.98,
              38.99
            ]
          ]
        ]
      },
      "raw_probability": 0.166,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5d7e5e3cb2dbb2539cab930c0fb90b27346a8d691de60370d8d0ffa54ecbacdb",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.166,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ab78a899c4c166de108d71d7e5893115f7de614d734341fd460247d93275734"
      },
      "receipt_sha256": "7ab78a899c4c166de108d71d7e5893115f7de614d734341fd460247d93275734"
    },
    {
      "storm_id": "180157",
      "lat": 40.1473,
      "lon": -99.4691,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1702.0,
      "ebshear": 40.0,
      "srh01": 98.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.66
        },
        {
          "name": "alignment",
          "value": -0.226
        },
        {
          "name": "tau",
          "value": 0.5316
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1624
      },
      "coherence_score": 0.5316468477249146,
      "coherence_diagnostics": {
        "tau": 0.5316468477249146,
        "grad_tau": 0.11604469269514084,
        "torsion": 0.0,
        "alignment": -0.22599320113658905,
        "S_field": 0.13869710266590118,
        "Gamma_field": 0.1589127629995346,
        "S_over_Gamma": 0.8727877140045166,
        "Da": 9.69223403930664,
        "E_coh": 0.3111134469509125,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.51,
              40.18
            ],
            [
              -99.5,
              40.17
            ],
            [
              -99.48,
              40.18
            ],
            [
              -99.47,
              40.17
            ],
            [
              -99.42,
              40.16
            ],
            [
              -99.39,
              40.13
            ],
            [
              -99.39,
              40.09
            ],
            [
              -99.43,
              40.07
            ],
            [
              -99.53,
              40.12
            ],
            [
              -99.53,
              40.17
            ],
            [
              -99.51,
              40.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1624,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "85857cf177a5f57cdb8a3dce1652a3c97512ff1b3bafb4c19f28ef6c15864202",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1624,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6ad060ad9a3dbbab56080e33e7b16495847a20c6f7e5cbb93a74bfe305feac6"
      },
      "receipt_sha256": "f6ad060ad9a3dbbab56080e33e7b16495847a20c6f7e5cbb93a74bfe305feac6"
    },
    {
      "storm_id": "180108",
      "lat": 31.82,
      "lon": -111.0373,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 103.0,
      "ebshear": 31.0,
      "srh01": 138.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.535
        },
        {
          "name": "alignment",
          "value": 0.3603
        },
        {
          "name": "tau",
          "value": 0.5527
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1606
      },
      "coherence_score": 0.5527454018592834,
      "coherence_diagnostics": {
        "tau": 0.5527454018592834,
        "grad_tau": 0.11572672426700592,
        "torsion": 0.0,
        "alignment": 0.360348641872406,
        "S_field": 0.9627344012260437,
        "Gamma_field": 0.8689128160476685,
        "S_over_Gamma": 1.1079758405685425,
        "Da": 50.92511749267578,
        "E_coh": 0.9295381903648376,
        "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": [
          [
            [
              -111.07,
              31.86
            ],
            [
              -111.02,
              31.86
            ],
            [
              -111.02,
              31.85
            ],
            [
              -110.99,
              31.82
            ],
            [
              -110.99,
              31.79
            ],
            [
              -111.01,
              31.78
            ],
            [
              -111.03,
              31.78
            ],
            [
              -111.04,
              31.79
            ],
            [
              -111.08,
              31.79
            ],
            [
              -111.09,
              31.84
            ],
            [
              -111.07,
              31.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1606,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2d9b3ef00358fc01063e7d48ecefc79ede57cc5ffc7b1493c9c5d254040adc8f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1606,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1e0487f2a003907e9b58bd66867f0726220826e6948b441bcdc40eb5aa2a7b04"
      },
      "receipt_sha256": "1e0487f2a003907e9b58bd66867f0726220826e6948b441bcdc40eb5aa2a7b04"
    },
    {
      "storm_id": "179905",
      "lat": 38.7459,
      "lon": -95.2671,
      "motion_east": 3.8,
      "motion_south": 2.8,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 977.0,
      "ebshear": 22.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.66
        },
        {
          "name": "alignment",
          "value": -8.2125
        },
        {
          "name": "tau",
          "value": 0.687
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1602
      },
      "coherence_score": 0.6870447397232056,
      "coherence_diagnostics": {
        "tau": 0.6870447397232056,
        "grad_tau": 0.19141319394111633,
        "torsion": 0.0,
        "alignment": -8.212536811828613,
        "S_field": 0.4088531732559204,
        "Gamma_field": 0.5505794286727905,
        "S_over_Gamma": 0.7425870895385742,
        "Da": 32.31850051879883,
        "E_coh": 0.5675803422927856,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.26,
              38.82
            ],
            [
              -95.23,
              38.82
            ],
            [
              -95.16,
              38.78
            ],
            [
              -95.16,
              38.73
            ],
            [
              -95.18,
              38.71
            ],
            [
              -95.2,
              38.7
            ],
            [
              -95.26,
              38.7
            ],
            [
              -95.27,
              38.69
            ],
            [
              -95.29,
              38.69
            ],
            [
              -95.3,
              38.7
            ],
            [
              -95.32,
              38.7
            ],
            [
              -95.34,
              38.72
            ],
            [
              -95.34,
              38.76
            ],
            [
              -95.35,
              38.78
            ],
            [
              -95.33,
              38.77
            ],
            [
              -95.29,
              38.79
            ],
            [
              -95.26,
              38.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1602,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9980a99b85b0db79444c4ac46756af3c175020bfe99f3d545cee0b49e84f6a26",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1602,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "276d24bcbe2888af64e75c050c115a5a480f22f48023ac7e8909568252cf7b26"
      },
      "receipt_sha256": "276d24bcbe2888af64e75c050c115a5a480f22f48023ac7e8909568252cf7b26"
    },
    {
      "storm_id": "180224",
      "lat": 37.809,
      "lon": -98.192,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 113.0,
      "ebshear": 13.0,
      "srh01": 82.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.535
        },
        {
          "name": "alignment",
          "value": 3.9493
        },
        {
          "name": "tau",
          "value": 0.3718
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1533
      },
      "coherence_score": 0.37184837460517883,
      "coherence_diagnostics": {
        "tau": 0.37184837460517883,
        "grad_tau": 0.09864765405654907,
        "torsion": 0.0,
        "alignment": 3.949277400970459,
        "S_field": 0.36367273330688477,
        "Gamma_field": 1.86557936668396,
        "S_over_Gamma": 0.19493822753429413,
        "Da": 113.28872680664062,
        "E_coh": 0.24086736142635345,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.2,
              37.85
            ],
            [
              -98.16,
              37.85
            ],
            [
              -98.15,
              37.84
            ],
            [
              -98.17,
              37.81
            ],
            [
              -98.16,
              37.79
            ],
            [
              -98.19,
              37.77
            ],
            [
              -98.21,
              37.77
            ],
            [
              -98.22,
              37.78
            ],
            [
              -98.26,
              37.78
            ],
            [
              -98.2,
              37.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1533,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "90bc693b0bb6990064d53119c841d1b3a8016e80a54efaaa9645945878781da8",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1533,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe1ce1c6b0f2b15dab4506233f11e17ec59e05d8e81b1f0a5c84b2c108866d21"
      },
      "receipt_sha256": "fe1ce1c6b0f2b15dab4506233f11e17ec59e05d8e81b1f0a5c84b2c108866d21"
    },
    {
      "storm_id": "179992",
      "lat": 46.9033,
      "lon": -75.9042,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 335.0,
      "ebshear": 21.0,
      "srh01": 99.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.66
        },
        {
          "name": "alignment",
          "value": -7.3796
        },
        {
          "name": "tau",
          "value": 0.5946
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1482
      },
      "coherence_score": 0.5946426391601562,
      "coherence_diagnostics": {
        "tau": 0.5946426391601562,
        "grad_tau": 0.15692003071308136,
        "torsion": 0.0,
        "alignment": -7.379590034484863,
        "S_field": 0.21237410604953766,
        "Gamma_field": 0.16391275823116302,
        "S_over_Gamma": 1.2956533432006836,
        "Da": 10.76039981842041,
        "E_coh": 0.5343502759933472,
        "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": [
          [
            [
              -75.92,
              46.95
            ],
            [
              -75.87,
              46.95
            ],
            [
              -75.85,
              46.93
            ],
            [
              -75.85,
              46.88
            ],
            [
              -75.86,
              46.87
            ],
            [
              -75.88,
              46.87
            ],
            [
              -75.89,
              46.86
            ],
            [
              -75.94,
              46.86
            ],
            [
              -75.96,
              46.88
            ],
            [
              -75.96,
              46.91
            ],
            [
              -75.95,
              46.93
            ],
            [
              -75.92,
              46.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1482,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "663741506ae8fe718f6a948a679af9d40273581e8cdf65e0a0a0082dc2c5aacd",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1482,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6cd997254a0522011277576ded3d02ca482eae96099903a52bd28b064c1dd47f"
      },
      "receipt_sha256": "6cd997254a0522011277576ded3d02ca482eae96099903a52bd28b064c1dd47f"
    },
    {
      "storm_id": "180210",
      "lat": 47.1682,
      "lon": -75.9018,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 382.0,
      "ebshear": 20.0,
      "srh01": 76.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.66
        },
        {
          "name": "alignment",
          "value": -7.3796
        },
        {
          "name": "tau",
          "value": 0.5946
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1434
      },
      "coherence_score": 0.5946426391601562,
      "coherence_diagnostics": {
        "tau": 0.5946426391601562,
        "grad_tau": 0.15692003071308136,
        "torsion": 0.0,
        "alignment": -7.379590034484863,
        "S_field": 0.21237410604953766,
        "Gamma_field": 0.16391275823116302,
        "S_over_Gamma": 1.2956533432006836,
        "Da": 10.76039981842041,
        "E_coh": 0.5343502759933472,
        "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": [
          [
            [
              -75.92,
              47.2
            ],
            [
              -75.9,
              47.2
            ],
            [
              -75.88,
              47.18
            ],
            [
              -75.87,
              47.16
            ],
            [
              -75.87,
              47.14
            ],
            [
              -75.88,
              47.13
            ],
            [
              -75.91,
              47.13
            ],
            [
              -75.92,
              47.14
            ],
            [
              -75.92,
              47.18
            ],
            [
              -75.93,
              47.19
            ],
            [
              -75.92,
              47.2
            ]
          ]
        ]
      },
      "raw_probability": 0.1434,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c0ee62f0a49c984bca197140ce33108f14523c9bdb15e2a0187e74cc9a705bc7",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1434,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "def3302e8dfd9b2f52caf3469bd80a43f5564a613d9a3dcf318173c0718afc30"
      },
      "receipt_sha256": "def3302e8dfd9b2f52caf3469bd80a43f5564a613d9a3dcf318173c0718afc30"
    },
    {
      "storm_id": "180196",
      "lat": 38.684,
      "lon": -102.023,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1608.0,
      "ebshear": 23.0,
      "srh01": 110.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.285
        },
        {
          "name": "alignment",
          "value": -3.6394
        },
        {
          "name": "tau",
          "value": 0.3924
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1403
      },
      "coherence_score": 0.39238858222961426,
      "coherence_diagnostics": {
        "tau": 0.39238858222961426,
        "grad_tau": 0.029302513226866722,
        "torsion": 0.0,
        "alignment": -3.639436721801758,
        "S_field": 0.10797818005084991,
        "Gamma_field": 0.5922461152076721,
        "S_over_Gamma": 0.182319775223732,
        "Da": 34.03156661987305,
        "E_coh": 0.05977313220500946,
        "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": [
          [
            [
              -102.05,
              38.72
            ],
            [
              -101.98,
              38.72
            ],
            [
              -101.96,
              38.7
            ],
            [
              -101.96,
              38.67
            ],
            [
              -101.97,
              38.67
            ],
            [
              -102.01,
              38.64
            ],
            [
              -102.07,
              38.64
            ],
            [
              -102.09,
              38.66
            ],
            [
              -102.09,
              38.7
            ],
            [
              -102.05,
              38.72
            ]
          ]
        ]
      },
      "raw_probability": 0.1403,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2de57a75fcd31526f0e86c84bff5011b7572f1762278a022a138880ce2e11749",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1403,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f23cea7f588fc04a8637d2342a95664533b4ea5ce0ce5bc068c89525ad30a749"
      },
      "receipt_sha256": "f23cea7f588fc04a8637d2342a95664533b4ea5ce0ce5bc068c89525ad30a749"
    },
    {
      "storm_id": "180208",
      "lat": 50.33,
      "lon": -104.2822,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 199.0,
      "ebshear": 31.0,
      "srh01": 138.0,
      "maxllaz": 0.0,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.91
        },
        {
          "name": "alignment",
          "value": 7.1299
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.14
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24405509233474731,
        "torsion": 0.0,
        "alignment": 7.129920959472656,
        "S_field": 0.30281591415405273,
        "Gamma_field": 0.15974609553813934,
        "S_over_Gamma": 1.895607590675354,
        "Da": 9.066240310668945,
        "E_coh": 0.6116937398910522,
        "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": [
          [
            [
              -104.31,
              50.37
            ],
            [
              -104.24,
              50.37
            ],
            [
              -104.23,
              50.36
            ],
            [
              -104.23,
              50.29
            ],
            [
              -104.24,
              50.28
            ],
            [
              -104.32,
              50.28
            ],
            [
              -104.33,
              50.29
            ],
            [
              -104.33,
              50.36
            ],
            [
              -104.31,
              50.37
            ]
          ]
        ]
      },
      "raw_probability": 0.14,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2d6edcaa95a4bb1ce64eb4064d6968398a9962107f7089e17b3196a9529891d5",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.14,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "571381b2f4c64a31572a62e22abe34c794cc2c469652208472a772bdcc015ac2"
      },
      "receipt_sha256": "571381b2f4c64a31572a62e22abe34c794cc2c469652208472a772bdcc015ac2"
    },
    {
      "storm_id": "179267",
      "lat": 48.4979,
      "lon": -76.6586,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 100.0,
      "ebshear": 10.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.41
        },
        {
          "name": "alignment",
          "value": -5.2167
        },
        {
          "name": "tau",
          "value": 0.2636
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1374
      },
      "coherence_score": 0.2635980248451233,
      "coherence_diagnostics": {
        "tau": 0.2635980248451233,
        "grad_tau": 0.2340329885482788,
        "torsion": 0.0,
        "alignment": -5.216667175292969,
        "S_field": 0.1173865795135498,
        "Gamma_field": 0.15807943046092987,
        "S_over_Gamma": 0.7425796985626221,
        "Da": 9.865309715270996,
        "E_coh": 0.5152269601821899,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.72,
              48.56
            ],
            [
              -76.66,
              48.56
            ],
            [
              -76.61,
              48.5
            ],
            [
              -76.62,
              48.49
            ],
            [
              -76.61,
              48.47
            ],
            [
              -76.57,
              48.45
            ],
            [
              -76.57,
              48.43
            ],
            [
              -76.62,
              48.43
            ],
            [
              -76.66,
              48.47
            ],
            [
              -76.69,
              48.47
            ],
            [
              -76.72,
              48.51
            ],
            [
              -76.72,
              48.53
            ],
            [
              -76.73,
              48.54
            ],
            [
              -76.72,
              48.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1374,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b01ed3f521426373b0b2b5a2beef4f8a36043d50628c39e1c5f8663248ced3c",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1374,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "133ed7c6327cd9c995e698d180fd94cb97747720ed9e5b6e6c811faa0ab40162"
      },
      "receipt_sha256": "133ed7c6327cd9c995e698d180fd94cb97747720ed9e5b6e6c811faa0ab40162"
    },
    {
      "storm_id": "179385",
      "lat": 48.6067,
      "lon": -76.89,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 87.0,
      "ebshear": 10.0,
      "srh01": 79.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.41
        },
        {
          "name": "alignment",
          "value": -5.2167
        },
        {
          "name": "tau",
          "value": 0.2636
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1374
      },
      "coherence_score": 0.2635980248451233,
      "coherence_diagnostics": {
        "tau": 0.2635980248451233,
        "grad_tau": 0.2340329885482788,
        "torsion": 0.0,
        "alignment": -5.216667175292969,
        "S_field": 0.1173865795135498,
        "Gamma_field": 0.15807943046092987,
        "S_over_Gamma": 0.7425796985626221,
        "Da": 9.865309715270996,
        "E_coh": 0.5152269601821899,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.94,
              48.64
            ],
            [
              -76.91,
              48.64
            ],
            [
              -76.9,
              48.62
            ],
            [
              -76.87,
              48.62
            ],
            [
              -76.86,
              48.63
            ],
            [
              -76.84,
              48.61
            ],
            [
              -76.84,
              48.56
            ],
            [
              -76.87,
              48.56
            ],
            [
              -76.89,
              48.58
            ],
            [
              -76.91,
              48.58
            ],
            [
              -76.91,
              48.6
            ],
            [
              -76.94,
              48.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1374,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b01ed3f521426373b0b2b5a2beef4f8a36043d50628c39e1c5f8663248ced3c",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1374,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "133ed7c6327cd9c995e698d180fd94cb97747720ed9e5b6e6c811faa0ab40162"
      },
      "receipt_sha256": "133ed7c6327cd9c995e698d180fd94cb97747720ed9e5b6e6c811faa0ab40162"
    },
    {
      "storm_id": "180070",
      "lat": 47.2258,
      "lon": -75.6263,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 362.0,
      "ebshear": 18.0,
      "srh01": 85.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.66
        },
        {
          "name": "alignment",
          "value": -7.3796
        },
        {
          "name": "tau",
          "value": 0.5946
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1368
      },
      "coherence_score": 0.5946426391601562,
      "coherence_diagnostics": {
        "tau": 0.5946426391601562,
        "grad_tau": 0.15692003071308136,
        "torsion": 0.0,
        "alignment": -7.379590034484863,
        "S_field": 0.21237410604953766,
        "Gamma_field": 0.16391275823116302,
        "S_over_Gamma": 1.2956533432006836,
        "Da": 10.76039981842041,
        "E_coh": 0.5343502759933472,
        "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": [
          [
            [
              -75.54,
              47.34
            ],
            [
              -75.5,
              47.34
            ],
            [
              -75.5,
              47.3
            ],
            [
              -75.52,
              47.27
            ],
            [
              -75.51,
              47.19
            ],
            [
              -75.53,
              47.16
            ],
            [
              -75.57,
              47.15
            ],
            [
              -75.58,
              47.14
            ],
            [
              -75.71,
              47.14
            ],
            [
              -75.73,
              47.13
            ],
            [
              -75.77,
              47.17
            ],
            [
              -75.77,
              47.19
            ],
            [
              -75.76,
              47.2
            ],
            [
              -75.73,
              47.21
            ],
            [
              -75.71,
              47.23
            ],
            [
              -75.68,
              47.23
            ],
            [
              -75.63,
              47.28
            ],
            [
              -75.62,
              47.28
            ],
            [
              -75.54,
              47.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1368,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "5c85abde7a5c9cf7f4c4c872bf5106093faaa2ee9782f1d243409474a82e45ff",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1368,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61197bf19d45e5018fdfdc5af216aef5d22c900c0a4d9c6daeb4f6bd28566591"
      },
      "receipt_sha256": "61197bf19d45e5018fdfdc5af216aef5d22c900c0a4d9c6daeb4f6bd28566591"
    },
    {
      "storm_id": "179834",
      "lat": 32.8758,
      "lon": -110.1767,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1196.0,
      "ebshear": 34.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.785
        },
        {
          "name": "alignment",
          "value": -5.1679
        },
        {
          "name": "tau",
          "value": 0.3498
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.133
      },
      "coherence_score": 0.34982404112815857,
      "coherence_diagnostics": {
        "tau": 0.34982404112815857,
        "grad_tau": 0.021690985187888145,
        "torsion": 0.0,
        "alignment": -5.167926788330078,
        "S_field": 0.31194639205932617,
        "Gamma_field": 0.9130794405937195,
        "S_over_Gamma": 0.3416421115398407,
        "Da": 54.14928436279297,
        "E_coh": 0.768877387046814,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.16,
              32.94
            ],
            [
              -110.13,
              32.92
            ],
            [
              -110.13,
              32.85
            ],
            [
              -110.15,
              32.83
            ],
            [
              -110.16,
              32.8
            ],
            [
              -110.2,
              32.8
            ],
            [
              -110.2,
              32.82
            ],
            [
              -110.23,
              32.84
            ],
            [
              -110.23,
              32.91
            ],
            [
              -110.2,
              32.93
            ],
            [
              -110.17,
              32.93
            ],
            [
              -110.16,
              32.94
            ]
          ]
        ]
      },
      "raw_probability": 0.133,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3a69902c0912d5d328d62d4c5fad52939ccfc003ed917c0e844bd3a645638d40",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.133,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7024689d6cf18c75935197faf375419351094fc6878aa75b2b023c1ae70f802e"
      },
      "receipt_sha256": "7024689d6cf18c75935197faf375419351094fc6878aa75b2b023c1ae70f802e"
    },
    {
      "storm_id": "179306",
      "lat": 39.0246,
      "lon": -101.8108,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2053.0,
      "ebshear": 27.0,
      "srh01": 108.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.285
        },
        {
          "name": "alignment",
          "value": -3.6394
        },
        {
          "name": "tau",
          "value": 0.3924
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1326
      },
      "coherence_score": 0.39238858222961426,
      "coherence_diagnostics": {
        "tau": 0.39238858222961426,
        "grad_tau": 0.029302513226866722,
        "torsion": 0.0,
        "alignment": -3.639436721801758,
        "S_field": 0.10797818005084991,
        "Gamma_field": 0.5922461152076721,
        "S_over_Gamma": 0.182319775223732,
        "Da": 34.03156661987305,
        "E_coh": 0.05977313220500946,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.83,
              39.07
            ],
            [
              -101.75,
              39.06
            ],
            [
              -101.74,
              39.05
            ],
            [
              -101.74,
              39.01
            ],
            [
              -101.76,
              38.99
            ],
            [
              -101.78,
              38.99
            ],
            [
              -101.81,
              38.97
            ],
            [
              -101.85,
              38.98
            ],
            [
              -101.87,
              39.0
            ],
            [
              -101.87,
              39.03
            ],
            [
              -101.86,
              39.05
            ],
            [
              -101.85,
              39.05
            ],
            [
              -101.83,
              39.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1326,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0a825060d32320c004b0ddd8543fdf65c3f9d0a3301fd987b9005118fbdeaa28",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1326,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9343bb9ed5b955dc60cc16a361840e37d24b35e43ba9795729684206ec5763f9"
      },
      "receipt_sha256": "9343bb9ed5b955dc60cc16a361840e37d24b35e43ba9795729684206ec5763f9"
    },
    {
      "storm_id": "180104",
      "lat": 39.1975,
      "lon": -99.8933,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2103.0,
      "ebshear": 37.0,
      "srh01": 100.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.535
        },
        {
          "name": "alignment",
          "value": 1.9152
        },
        {
          "name": "tau",
          "value": 0.5466
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1315
      },
      "coherence_score": 0.5466439723968506,
      "coherence_diagnostics": {
        "tau": 0.5466439723968506,
        "grad_tau": 0.07431990653276443,
        "torsion": 0.0,
        "alignment": 1.9152088165283203,
        "S_field": 0.25403109192848206,
        "Gamma_field": 0.2880794405937195,
        "S_over_Gamma": 0.8818091750144958,
        "Da": 17.234323501586914,
        "E_coh": 0.3797203004360199,
        "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": [
          [
            [
              -99.91,
              39.26
            ],
            [
              -99.85,
              39.26
            ],
            [
              -99.83,
              39.23
            ],
            [
              -99.83,
              39.2
            ],
            [
              -99.86,
              39.17
            ],
            [
              -99.87,
              39.17
            ],
            [
              -99.88,
              39.15
            ],
            [
              -99.9,
              39.14
            ],
            [
              -99.94,
              39.14
            ],
            [
              -99.97,
              39.17
            ],
            [
              -99.97,
              39.22
            ],
            [
              -99.91,
              39.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1315,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "65808e0d76c05544c6d0dfab00309da38a1e59e652807e91cc09453bac9dfa7d",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1315,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c124428b769c623c43f04aaac4eeda6889b2257d88869ecf743d7fd5d7f49bc"
      },
      "receipt_sha256": "7c124428b769c623c43f04aaac4eeda6889b2257d88869ecf743d7fd5d7f49bc"
    },
    {
      "storm_id": "180021",
      "lat": 48.0911,
      "lon": -76.6078,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 122.0,
      "ebshear": 15.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.41
        },
        {
          "name": "alignment",
          "value": -5.2167
        },
        {
          "name": "tau",
          "value": 0.2636
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1302
      },
      "coherence_score": 0.2635980248451233,
      "coherence_diagnostics": {
        "tau": 0.2635980248451233,
        "grad_tau": 0.2340329885482788,
        "torsion": 0.0,
        "alignment": -5.216667175292969,
        "S_field": 0.1173865795135498,
        "Gamma_field": 0.15807943046092987,
        "S_over_Gamma": 0.7425796985626221,
        "Da": 9.865309715270996,
        "E_coh": 0.5152269601821899,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.64,
              48.13
            ],
            [
              -76.59,
              48.13
            ],
            [
              -76.56,
              48.1
            ],
            [
              -76.56,
              48.05
            ],
            [
              -76.57,
              48.04
            ],
            [
              -76.61,
              48.04
            ],
            [
              -76.65,
              48.08
            ],
            [
              -76.65,
              48.12
            ],
            [
              -76.64,
              48.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1302,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0291036827f04426f30082db9ac772a893cc3616d5dc64e09984d2bfd043972f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1302,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3c1fc2216868fb0d01faf193f4d45679c0bc68b483cfe9df0d99d0223da8cfc"
      },
      "receipt_sha256": "d3c1fc2216868fb0d01faf193f4d45679c0bc68b483cfe9df0d99d0223da8cfc"
    },
    {
      "storm_id": "180053",
      "lat": 36.79,
      "lon": -104.1567,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1895.0,
      "ebshear": 23.0,
      "srh01": 112.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.66
        },
        {
          "name": "alignment",
          "value": -2.1137
        },
        {
          "name": "tau",
          "value": 0.4257
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1299
      },
      "coherence_score": 0.42568230628967285,
      "coherence_diagnostics": {
        "tau": 0.42568230628967285,
        "grad_tau": 0.012256192974746227,
        "torsion": 0.0,
        "alignment": -2.1137301921844482,
        "S_field": 0.3085678517818451,
        "Gamma_field": 0.47974610328674316,
        "S_over_Gamma": 0.6431899070739746,
        "Da": 29.244096755981445,
        "E_coh": 0.5207217931747437,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.15,
              36.86
            ],
            [
              -104.11,
              36.86
            ],
            [
              -104.1,
              36.85
            ],
            [
              -104.1,
              36.8
            ],
            [
              -104.16,
              36.75
            ],
            [
              -104.16,
              36.7
            ],
            [
              -104.21,
              36.7
            ],
            [
              -104.21,
              36.74
            ],
            [
              -104.18,
              36.76
            ],
            [
              -104.17,
              36.78
            ],
            [
              -104.18,
              36.82
            ],
            [
              -104.15,
              36.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1299,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "fc287c482dbb7290e167e0e84b3664f7c363cbeb86a5ac7837364d9e5e878796",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1299,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "788719fbe38463ea0d850bc579a313797975bd73d1702b17d76b254c848dc41e"
      },
      "receipt_sha256": "788719fbe38463ea0d850bc579a313797975bd73d1702b17d76b254c848dc41e"
    },
    {
      "storm_id": "179753",
      "lat": 39.0122,
      "lon": -94.37,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1142.0,
      "ebshear": 24.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.785
        },
        {
          "name": "alignment",
          "value": 0.5037
        },
        {
          "name": "tau",
          "value": 0.9061
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1295
      },
      "coherence_score": 0.9060590267181396,
      "coherence_diagnostics": {
        "tau": 0.9060590267181396,
        "grad_tau": 0.33317437767982483,
        "torsion": 0.0,
        "alignment": 0.5037143230438232,
        "S_field": 0.7579219937324524,
        "Gamma_field": 0.8789127469062805,
        "S_over_Gamma": 0.8623404502868652,
        "Da": 52.016849517822266,
        "E_coh": 0.8253880739212036,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.42,
              39.08
            ],
            [
              -94.4,
              39.08
            ],
            [
              -94.37,
              39.05
            ],
            [
              -94.35,
              39.05
            ],
            [
              -94.32,
              39.02
            ],
            [
              -94.29,
              39.01
            ],
            [
              -94.28,
              38.97
            ],
            [
              -94.31,
              38.94
            ],
            [
              -94.33,
              38.94
            ],
            [
              -94.35,
              38.96
            ],
            [
              -94.35,
              38.97
            ],
            [
              -94.37,
              38.98
            ],
            [
              -94.38,
              39.0
            ],
            [
              -94.41,
              39.0
            ],
            [
              -94.43,
              39.01
            ],
            [
              -94.44,
              39.02
            ],
            [
              -94.44,
              39.06
            ],
            [
              -94.42,
              39.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1295,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "dfa393fed68aed8310eaee165b8dd9355e436730e8b457159706cb0a55707407",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1295,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dce48d84e31edca13e4decb21ef5455bf480cccf566d534f0b436d5e1d6781c3"
      },
      "receipt_sha256": "dce48d84e31edca13e4decb21ef5455bf480cccf566d534f0b436d5e1d6781c3"
    },
    {
      "storm_id": "180143",
      "lat": 47.1971,
      "lon": -76.7829,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 782.0,
      "ebshear": 15.0,
      "srh01": 59.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.035
        },
        {
          "name": "alignment",
          "value": -3.0186
        },
        {
          "name": "tau",
          "value": 0.5623
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1293
      },
      "coherence_score": 0.5623018145561218,
      "coherence_diagnostics": {
        "tau": 0.5623018145561218,
        "grad_tau": 0.13046309351921082,
        "torsion": 0.0,
        "alignment": -3.018584728240967,
        "S_field": 0.21337610483169556,
        "Gamma_field": 0.618079423904419,
        "S_over_Gamma": 0.34522441029548645,
        "Da": 39.9188232421875,
        "E_coh": 0.11322028934955597,
        "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": [
          [
            [
              -76.79,
              47.22
            ],
            [
              -76.74,
              47.22
            ],
            [
              -76.75,
              47.16
            ],
            [
              -76.81,
              47.16
            ],
            [
              -76.81,
              47.19
            ],
            [
              -76.79,
              47.21
            ],
            [
              -76.79,
              47.22
            ]
          ]
        ]
      },
      "raw_probability": 0.1293,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b2a69a45fc86f4287a5d7ab41981679671a50acb586a99eaabfb9c964cab59c0",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1293,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53b845b4a8f890773e3750ca0a0f94f6150373176eb39ff788eb10182b899623"
      },
      "receipt_sha256": "53b845b4a8f890773e3750ca0a0f94f6150373176eb39ff788eb10182b899623"
    },
    {
      "storm_id": "179428",
      "lat": 31.4911,
      "lon": -108.9244,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 532.0,
      "ebshear": 46.0,
      "srh01": 133.0,
      "maxllaz": 0.005,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.41
        },
        {
          "name": "alignment",
          "value": 4.5577
        },
        {
          "name": "tau",
          "value": 0.3966
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.126
      },
      "coherence_score": 0.3966172933578491,
      "coherence_diagnostics": {
        "tau": 0.3966172933578491,
        "grad_tau": 0.08981737494468689,
        "torsion": 0.0,
        "alignment": 4.557653427124023,
        "S_field": 0.22652027010917664,
        "Gamma_field": 0.8705794215202332,
        "S_over_Gamma": 0.2601948380470276,
        "Da": 52.83154296875,
        "E_coh": 0.6394650340080261,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.95,
              31.52
            ],
            [
              -108.91,
              31.52
            ],
            [
              -108.89,
              31.5
            ],
            [
              -108.89,
              31.48
            ],
            [
              -108.9,
              31.48
            ],
            [
              -108.92,
              31.46
            ],
            [
              -108.95,
              31.46
            ],
            [
              -108.96,
              31.48
            ],
            [
              -108.95,
              31.52
            ]
          ]
        ]
      },
      "raw_probability": 0.126,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0a7f85e4fd29e282b0ff5ccae5b7f94041ed1d125b966382521985511548447f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.126,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "057a9e9b5366e4db32ce0ffea3b77f5af81d5359a38e9d9fe683e57c86f0662f"
      },
      "receipt_sha256": "057a9e9b5366e4db32ce0ffea3b77f5af81d5359a38e9d9fe683e57c86f0662f"
    },
    {
      "storm_id": "180102",
      "lat": 40.2532,
      "lon": -96.0184,
      "motion_east": 4.0,
      "motion_south": 3.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4273.0,
      "ebshear": 25.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.785
        },
        {
          "name": "alignment",
          "value": -3.7629
        },
        {
          "name": "tau",
          "value": 0.7023
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1213
      },
      "coherence_score": 0.7023352384567261,
      "coherence_diagnostics": {
        "tau": 0.7023352384567261,
        "grad_tau": 0.03125007450580597,
        "torsion": 0.0,
        "alignment": -3.762939214706421,
        "S_field": 0.16709622740745544,
        "Gamma_field": 0.17641276121139526,
        "S_over_Gamma": 0.9471889734268188,
        "Da": 10.52747631072998,
        "E_coh": 0.5200132131576538,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.1,
              40.33
            ],
            [
              -96.05,
              40.33
            ],
            [
              -96.02,
              40.28
            ],
            [
              -96.0,
              40.29
            ],
            [
              -95.96,
              40.29
            ],
            [
              -95.94,
              40.28
            ],
            [
              -95.89,
              40.22
            ],
            [
              -95.89,
              40.17
            ],
            [
              -95.9,
              40.16
            ],
            [
              -95.93,
              40.17
            ],
            [
              -96.0,
              40.23
            ],
            [
              -96.0,
              40.25
            ],
            [
              -96.01,
              40.26
            ],
            [
              -96.05,
              40.26
            ],
            [
              -96.1,
              40.22
            ],
            [
              -96.13,
              40.22
            ],
            [
              -96.14,
              40.23
            ],
            [
              -96.14,
              40.29
            ],
            [
              -96.1,
              40.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1213,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a667bd458fb7f0ba6c24d23501ba32bf8bf9650963f1a58952e3a6d3b300804f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1213,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "235daf021f9d926aaecae86b3b6a929470dc305f3a92f8fe8572b981f82a760d"
      },
      "receipt_sha256": "235daf021f9d926aaecae86b3b6a929470dc305f3a92f8fe8572b981f82a760d"
    },
    {
      "storm_id": "180231",
      "lat": 26.7344,
      "lon": -84.9062,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3724.0,
      "ebshear": 11.0,
      "srh01": 34.0,
      "maxllaz": 0.0,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.535
        },
        {
          "name": "alignment",
          "value": -2.1276
        },
        {
          "name": "tau",
          "value": 1.9739
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1151
      },
      "coherence_score": 1.9739116430282593,
      "coherence_diagnostics": {
        "tau": 1.9739116430282593,
        "grad_tau": 0.5494305491447449,
        "torsion": 0.0,
        "alignment": -2.1276042461395264,
        "S_field": 1.148557186126709,
        "Gamma_field": 0.2005794197320938,
        "S_over_Gamma": 5.726196765899658,
        "Da": 12.58149242401123,
        "E_coh": 0.9491512775421143,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.91,
              26.79
            ],
            [
              -84.88,
              26.79
            ],
            [
              -84.86,
              26.75
            ],
            [
              -84.86,
              26.73
            ],
            [
              -84.85,
              26.72
            ],
            [
              -84.86,
              26.71
            ],
            [
              -84.86,
              26.66
            ],
            [
              -84.88,
              26.66
            ],
            [
              -84.92,
              26.69
            ],
            [
              -84.94,
              26.68
            ],
            [
              -84.96,
              26.7
            ],
            [
              -84.96,
              26.75
            ],
            [
              -84.97,
              26.77
            ],
            [
              -84.96,
              26.78
            ],
            [
              -84.92,
              26.78
            ],
            [
              -84.91,
              26.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1151,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a66e088b81182da04b5bc55a3c78a92ac96dc4c730b6f70b1d9ca88c3d60ceea",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1151,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af78b7bb460584cfb8787cef1b37cd0ebfa532b937bc396a858b02525a6d850b"
      },
      "receipt_sha256": "af78b7bb460584cfb8787cef1b37cd0ebfa532b937bc396a858b02525a6d850b"
    },
    {
      "storm_id": "180106",
      "lat": 33.9175,
      "lon": -109.2842,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 510.0,
      "ebshear": 27.0,
      "srh01": 80.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.285
        },
        {
          "name": "alignment",
          "value": 2.1259
        },
        {
          "name": "tau",
          "value": 0.5057
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1133
      },
      "coherence_score": 0.5056993365287781,
      "coherence_diagnostics": {
        "tau": 0.5056993365287781,
        "grad_tau": 0.10573099553585052,
        "torsion": 0.0,
        "alignment": 2.1258749961853027,
        "S_field": 0.6431654095649719,
        "Gamma_field": 0.6314128041267395,
        "S_over_Gamma": 1.0186132192611694,
        "Da": 37.9505615234375,
        "E_coh": 0.8692413568496704,
        "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": [
          [
            [
              -109.28,
              33.96
            ],
            [
              -109.27,
              33.95
            ],
            [
              -109.25,
              33.96
            ],
            [
              -109.24,
              33.95
            ],
            [
              -109.24,
              33.93
            ],
            [
              -109.27,
              33.9
            ],
            [
              -109.27,
              33.88
            ],
            [
              -109.3,
              33.85
            ],
            [
              -109.34,
              33.85
            ],
            [
              -109.34,
              33.9
            ],
            [
              -109.33,
              33.92
            ],
            [
              -109.28,
              33.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1133,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e83b3fb523c382597fb115f28f8fd5046ee55df2385d3ab77d63e4136490e2d6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1133,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f82491b79598e11c61f44b3ef76235443a40f2e35c232dd8da339489c7b5c077"
      },
      "receipt_sha256": "f82491b79598e11c61f44b3ef76235443a40f2e35c232dd8da339489c7b5c077"
    },
    {
      "storm_id": "180144",
      "lat": 46.7588,
      "lon": -76.1244,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 550.0,
      "ebshear": 22.0,
      "srh01": 93.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.035
        },
        {
          "name": "alignment",
          "value": -3.0186
        },
        {
          "name": "tau",
          "value": 0.5623
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1129
      },
      "coherence_score": 0.5623018145561218,
      "coherence_diagnostics": {
        "tau": 0.5623018145561218,
        "grad_tau": 0.13046309351921082,
        "torsion": 0.0,
        "alignment": -3.018584728240967,
        "S_field": 0.21337610483169556,
        "Gamma_field": 0.618079423904419,
        "S_over_Gamma": 0.34522441029548645,
        "Da": 39.9188232421875,
        "E_coh": 0.11322028934955597,
        "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": [
          [
            [
              -76.24,
              46.82
            ],
            [
              -76.21,
              46.82
            ],
            [
              -76.17,
              46.79
            ],
            [
              -76.15,
              46.79
            ],
            [
              -76.14,
              46.78
            ],
            [
              -76.12,
              46.78
            ],
            [
              -76.11,
              46.79
            ],
            [
              -76.05,
              46.79
            ],
            [
              -76.04,
              46.78
            ],
            [
              -76.01,
              46.78
            ],
            [
              -75.99,
              46.77
            ],
            [
              -75.99,
              46.76
            ],
            [
              -75.97,
              46.74
            ],
            [
              -75.97,
              46.71
            ],
            [
              -76.05,
              46.71
            ],
            [
              -76.06,
              46.7
            ],
            [
              -76.11,
              46.7
            ],
            [
              -76.12,
              46.69
            ],
            [
              -76.16,
              46.72
            ],
            [
              -76.21,
              46.72
            ],
            [
              -76.22,
              46.73
            ],
            [
              -76.24,
              46.73
            ],
            [
              -76.27,
              46.75
            ],
            [
              -76.27,
              46.8
            ],
            [
              -76.24,
              46.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1129,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "704c1db1f5985c5b2c955f41c3a6168da797406e9822f1d0f31c4a0dba68e2f4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1129,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "190ea97395a86dfe6ed09f9c754e0d3db9fd2b64f72003685b04af60d9e7a877"
      },
      "receipt_sha256": "190ea97395a86dfe6ed09f9c754e0d3db9fd2b64f72003685b04af60d9e7a877"
    },
    {
      "storm_id": "179853",
      "lat": 42.3513,
      "lon": -81.045,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2619.0,
      "ebshear": 34.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.035
        },
        {
          "name": "alignment",
          "value": 3.9959
        },
        {
          "name": "tau",
          "value": 1.1779
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1126
      },
      "coherence_score": 1.1779043674468994,
      "coherence_diagnostics": {
        "tau": 1.1779043674468994,
        "grad_tau": 0.06583139300346375,
        "torsion": 0.0,
        "alignment": 3.995924711227417,
        "S_field": 0.4303293526172638,
        "Gamma_field": 0.1889127492904663,
        "S_over_Gamma": 2.277926445007324,
        "Da": 11.573210716247559,
        "E_coh": 0.6607453227043152,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.06,
              42.38
            ],
            [
              -81.02,
              42.38
            ],
            [
              -81.01,
              42.37
            ],
            [
              -81.01,
              42.31
            ],
            [
              -81.06,
              42.31
            ],
            [
              -81.07,
              42.32
            ],
            [
              -81.07,
              42.36
            ],
            [
              -81.06,
              42.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1126,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "22d46f30ea3ee52366b39b33d95e20b2ec68b506416db6ab3c2c0d42bfca49d4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1126,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a1245979073729d13b23905478cd9b9b1dbd7174b81427a19b893628548a67fe"
      },
      "receipt_sha256": "a1245979073729d13b23905478cd9b9b1dbd7174b81427a19b893628548a67fe"
    },
    {
      "storm_id": "180226",
      "lat": 32.8188,
      "lon": -109.9587,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1270.0,
      "ebshear": 35.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.91
        },
        {
          "name": "alignment",
          "value": -1.4658
        },
        {
          "name": "tau",
          "value": 0.3284
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1118
      },
      "coherence_score": 0.32838571071624756,
      "coherence_diagnostics": {
        "tau": 0.32838571071624756,
        "grad_tau": 0.037999898195266724,
        "torsion": 0.0,
        "alignment": -1.4657800197601318,
        "S_field": 0.19713538885116577,
        "Gamma_field": 1.430579423904419,
        "S_over_Gamma": 0.13780108094215393,
        "Da": 84.05009460449219,
        "E_coh": 0.15000659227371216,
        "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": [
          [
            [
              -109.97,
              32.85
            ],
            [
              -109.92,
              32.84
            ],
            [
              -109.93,
              32.83
            ],
            [
              -109.93,
              32.78
            ],
            [
              -109.97,
              32.78
            ],
            [
              -109.99,
              32.79
            ],
            [
              -109.99,
              32.83
            ],
            [
              -109.97,
              32.85
            ]
          ]
        ]
      },
      "raw_probability": 0.1118,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e9ac4b2f5440a3c303f74f75b06b05eeb8fef66f79fc0ef4b85a20d6d6b9ba14",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1118,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fba384629290395cf360a1e1a61c3b9fceef001c784c949f972f93bf49ead40"
      },
      "receipt_sha256": "6fba384629290395cf360a1e1a61c3b9fceef001c784c949f972f93bf49ead40"
    },
    {
      "storm_id": "179432",
      "lat": 47.113,
      "lon": -76.901,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 528.0,
      "ebshear": 16.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.035
        },
        {
          "name": "alignment",
          "value": -3.0186
        },
        {
          "name": "tau",
          "value": 0.5623
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1112
      },
      "coherence_score": 0.5623018145561218,
      "coherence_diagnostics": {
        "tau": 0.5623018145561218,
        "grad_tau": 0.13046309351921082,
        "torsion": 0.0,
        "alignment": -3.018584728240967,
        "S_field": 0.21337610483169556,
        "Gamma_field": 0.618079423904419,
        "S_over_Gamma": 0.34522441029548645,
        "Da": 39.9188232421875,
        "E_coh": 0.11322028934955597,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.92,
              47.15
            ],
            [
              -76.88,
              47.15
            ],
            [
              -76.86,
              47.13
            ],
            [
              -76.86,
              47.1
            ],
            [
              -76.88,
              47.08
            ],
            [
              -76.9,
              47.08
            ],
            [
              -76.91,
              47.07
            ],
            [
              -76.94,
              47.09
            ],
            [
              -76.94,
              47.13
            ],
            [
              -76.92,
              47.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1112,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "775640bee0b965742eeaa52be7d338bdee25e60a92316a277ebe5cb0d0aa5fa1",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1112,
        "probability": 0.001941,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8504be742d53e2f82737aca50c5bade9c5a7cedee97b1a7aff2aca478b9bf10a"
      },
      "receipt_sha256": "8504be742d53e2f82737aca50c5bade9c5a7cedee97b1a7aff2aca478b9bf10a"
    },
    {
      "storm_id": "180149",
      "lat": 43.4795,
      "lon": -92.579,
      "motion_east": 8.3,
      "motion_south": 1.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 492.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.16
        },
        {
          "name": "alignment",
          "value": -2.8758
        },
        {
          "name": "tau",
          "value": 1.2015
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.109
      },
      "coherence_score": 1.2014647722244263,
      "coherence_diagnostics": {
        "tau": 1.2014647722244263,
        "grad_tau": 0.2655344605445862,
        "torsion": 0.0,
        "alignment": -2.8757567405700684,
        "S_field": 0.9617586135864258,
        "Gamma_field": 0.45641279220581055,
        "S_over_Gamma": 2.1072123050689697,
        "Da": 27.074542999267578,
        "E_coh": 0.9006137847900391,
        "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": [
          [
            [
              -92.68,
              43.54
            ],
            [
              -92.63,
              43.54
            ],
            [
              -92.62,
              43.53
            ],
            [
              -92.61,
              43.54
            ],
            [
              -92.58,
              43.54
            ],
            [
              -92.53,
              43.5
            ],
            [
              -92.51,
              43.52
            ],
            [
              -92.5,
              43.51
            ],
            [
              -92.51,
              43.5
            ],
            [
              -92.5,
              43.49
            ],
            [
              -92.47,
              43.49
            ],
            [
              -92.45,
              43.48
            ],
            [
              -92.45,
              43.4
            ],
            [
              -92.53,
              43.4
            ],
            [
              -92.54,
              43.41
            ],
            [
              -92.65,
              43.41
            ],
            [
              -92.66,
              43.42
            ],
            [
              -92.69,
              43.42
            ],
            [
              -92.69,
              43.44
            ],
            [
              -92.68,
              43.45
            ],
            [
              -92.68,
              43.54
            ]
          ]
        ]
      },
      "raw_probability": 0.109,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7e15b89be36de4665621906a79c11c7842522674959472ca30bfb2cd728779bd",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.109,
        "probability": 0.00194,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001941,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bfeac7b7ff23349e248a11c770fb4afba502d52a1422a7dd5a9d368f2a81747"
      },
      "receipt_sha256": "4bfeac7b7ff23349e248a11c770fb4afba502d52a1422a7dd5a9d368f2a81747"
    },
    {
      "storm_id": "180209",
      "lat": 48.7773,
      "lon": -121.8336,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 99.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.285
        },
        {
          "name": "alignment",
          "value": -1.6201
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1082
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3069298267364502,
        "torsion": 0.0,
        "alignment": -1.6200790405273438,
        "S_field": 0.13187968730926514,
        "Gamma_field": 0.18807943165302277,
        "S_over_Gamma": 0.7011914253234863,
        "Da": 10.361401557922363,
        "E_coh": 0.09766750037670135,
        "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": [
          [
            [
              -121.87,
              48.82
            ],
            [
              -121.86,
              48.81
            ],
            [
              -121.86,
              48.76
            ],
            [
              -121.85,
              48.75
            ],
            [
              -121.81,
              48.75
            ],
            [
              -121.8,
              48.76
            ],
            [
              -121.8,
              48.81
            ],
            [
              -121.79,
              48.81
            ],
            [
              -121.79,
              48.73
            ],
            [
              -121.87,
              48.73
            ],
            [
              -121.87,
              48.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1082,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "69d3c01ee1407b1decba98d55fd89869711e1f3df7398bcfe9c5d654f4e3fc20",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1082,
        "probability": 0.001428,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001429,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbc321d260e5ee9598374a1267822ff0c66801cde9b430f2ec5a8a5e7f6f94be"
      },
      "receipt_sha256": "bbc321d260e5ee9598374a1267822ff0c66801cde9b430f2ec5a8a5e7f6f94be"
    },
    {
      "storm_id": "180254",
      "lat": 39.5233,
      "lon": -95.9878,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2579.0,
      "ebshear": 17.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.41
        },
        {
          "name": "alignment",
          "value": 2.4328
        },
        {
          "name": "tau",
          "value": 0.671
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1053
      },
      "coherence_score": 0.6710180640220642,
      "coherence_diagnostics": {
        "tau": 0.6710180640220642,
        "grad_tau": 0.07404231280088425,
        "torsion": 0.0,
        "alignment": 2.432813882827759,
        "S_field": 0.16404488682746887,
        "Gamma_field": 0.15974609553813934,
        "S_over_Gamma": 1.0269101858139038,
        "Da": 9.497971534729004,
        "E_coh": 0.33491674065589905,
        "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": [
          [
            [
              -95.98,
              39.55
            ],
            [
              -95.96,
              39.54
            ],
            [
              -95.95,
              39.51
            ],
            [
              -95.98,
              39.48
            ],
            [
              -96.01,
              39.48
            ],
            [
              -96.03,
              39.52
            ],
            [
              -96.01,
              39.54
            ],
            [
              -95.99,
              39.54
            ],
            [
              -95.98,
              39.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1053,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "cfcd063d294a640d88c67c4ae92e276e5d27cbcd092e543be985bafc8f509bb4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1053,
        "probability": 0.001368,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001369,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6ae992999edad8c8f39700e3e8aa82dd361094577771032ee5bbeba8b2341998"
      },
      "receipt_sha256": "6ae992999edad8c8f39700e3e8aa82dd361094577771032ee5bbeba8b2341998"
    },
    {
      "storm_id": "180124",
      "lat": 38.97,
      "lon": -94.7491,
      "motion_east": 3.0,
      "motion_south": 3.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1205.0,
      "ebshear": 22.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.785
        },
        {
          "name": "alignment",
          "value": 0.5037
        },
        {
          "name": "tau",
          "value": 0.9061
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1049
      },
      "coherence_score": 0.9060590267181396,
      "coherence_diagnostics": {
        "tau": 0.9060590267181396,
        "grad_tau": 0.33317437767982483,
        "torsion": 0.0,
        "alignment": 0.5037143230438232,
        "S_field": 0.7579219937324524,
        "Gamma_field": 0.8789127469062805,
        "S_over_Gamma": 0.8623404502868652,
        "Da": 52.016849517822266,
        "E_coh": 0.8253880739212036,
        "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": [
          [
            [
              -94.76,
              39.04
            ],
            [
              -94.75,
              39.04
            ],
            [
              -94.71,
              39.0
            ],
            [
              -94.7,
              38.98
            ],
            [
              -94.7,
              38.93
            ],
            [
              -94.74,
              38.9
            ],
            [
              -94.77,
              38.9
            ],
            [
              -94.77,
              38.91
            ],
            [
              -94.79,
              38.93
            ],
            [
              -94.79,
              39.0
            ],
            [
              -94.76,
              39.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1049,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ae5d1e274d75d79be1624ad826a1acf50cc2a0f4950133e41711afcbc36cce1c",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1049,
        "probability": 0.001368,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001369,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34b8f013b969ad3536f7cb2c75f9aa89b339fe3ce6bb78f13bc0d5eb697e7d51"
      },
      "receipt_sha256": "34b8f013b969ad3536f7cb2c75f9aa89b339fe3ce6bb78f13bc0d5eb697e7d51"
    },
    {
      "storm_id": "179914",
      "lat": 28.5078,
      "lon": -85.0444,
      "motion_east": 6.0,
      "motion_south": 3.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2611.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.285
        },
        {
          "name": "alignment",
          "value": 1.036
        },
        {
          "name": "tau",
          "value": 2.2411
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1036
      },
      "coherence_score": 2.241055965423584,
      "coherence_diagnostics": {
        "tau": 2.241055965423584,
        "grad_tau": 0.2984386086463928,
        "torsion": 0.0,
        "alignment": 1.0359559059143066,
        "S_field": 0.6799960136413574,
        "Gamma_field": 0.2255794256925583,
        "S_over_Gamma": 3.014441728591919,
        "Da": 14.530279159545898,
        "E_coh": 0.901999294757843,
        "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": [
          [
            [
              -85.07,
              28.54
            ],
            [
              -85.02,
              28.54
            ],
            [
              -85.01,
              28.53
            ],
            [
              -85.01,
              28.5
            ],
            [
              -85.0,
              28.48
            ],
            [
              -85.04,
              28.45
            ],
            [
              -85.09,
              28.48
            ],
            [
              -85.09,
              28.51
            ],
            [
              -85.07,
              28.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1036,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6d0b49b7462a02d9c04a717148ac93a508b623eeaf47f1a6356dbc6a0b12c805",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1036,
        "probability": 0.001335,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001335,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2a91e8dc72ee5b46ebdc2ce4f5e3439399acf2eae62354d0520f11852e00ad4"
      },
      "receipt_sha256": "a2a91e8dc72ee5b46ebdc2ce4f5e3439399acf2eae62354d0520f11852e00ad4"
    },
    {
      "storm_id": "179141",
      "lat": 28.778,
      "lon": -85.484,
      "motion_east": 8.4,
      "motion_south": 6.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2613.0,
      "ebshear": 18.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.285
        },
        {
          "name": "alignment",
          "value": 3.0073
        },
        {
          "name": "tau",
          "value": 2.1615
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1032
      },
      "coherence_score": 2.161508798599243,
      "coherence_diagnostics": {
        "tau": 2.161508798599243,
        "grad_tau": 0.2376912385225296,
        "torsion": 0.0,
        "alignment": 3.007261276245117,
        "S_field": 0.4397889971733093,
        "Gamma_field": 0.39891278743743896,
        "S_over_Gamma": 1.1024690866470337,
        "Da": 25.540767669677734,
        "E_coh": 0.7765209674835205,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.51,
              28.81
            ],
            [
              -85.47,
              28.81
            ],
            [
              -85.45,
              28.8
            ],
            [
              -85.43,
              28.78
            ],
            [
              -85.43,
              28.76
            ],
            [
              -85.46,
              28.73
            ],
            [
              -85.52,
              28.73
            ],
            [
              -85.53,
              28.75
            ],
            [
              -85.53,
              28.8
            ],
            [
              -85.51,
              28.81
            ]
          ]
        ]
      },
      "raw_probability": 0.1032,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2568ffc3a1e2fd2f000c3727171718fa63eb1cc5b78f2494681d8308bf2edf4d",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1032,
        "probability": 0.001335,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001335,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80646fe2516b461051c53e2b1e20ef6ace6516d0bfb86a31c098ee845705ba24"
      },
      "receipt_sha256": "80646fe2516b461051c53e2b1e20ef6ace6516d0bfb86a31c098ee845705ba24"
    },
    {
      "storm_id": "180197",
      "lat": 38.6211,
      "lon": -95.0867,
      "motion_east": 3.4,
      "motion_south": 3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 794.0,
      "ebshear": 28.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.41
        },
        {
          "name": "alignment",
          "value": 4.601
        },
        {
          "name": "tau",
          "value": 0.5321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1027
      },
      "coherence_score": 0.5321316123008728,
      "coherence_diagnostics": {
        "tau": 0.5321316123008728,
        "grad_tau": 0.14530214667320251,
        "torsion": 0.0,
        "alignment": 4.60102653503418,
        "S_field": 0.49282944202423096,
        "Gamma_field": 1.2980793714523315,
        "S_over_Gamma": 0.3796604871749878,
        "Da": 76.19371795654297,
        "E_coh": 0.776770830154419,
        "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": [
          [
            [
              -95.1,
              38.66
            ],
            [
              -95.06,
              38.66
            ],
            [
              -95.04,
              38.64
            ],
            [
              -95.04,
              38.61
            ],
            [
              -95.07,
              38.57
            ],
            [
              -95.11,
              38.57
            ],
            [
              -95.13,
              38.59
            ],
            [
              -95.13,
              38.63
            ],
            [
              -95.1,
              38.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1027,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d05a8f56edf57e2573cd03d5439245c8b08f66565319fbe2b44e578a9f673157",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1027,
        "probability": 0.001335,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001335,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4668b575037a102b56e795cecfe6102280281c8de8052150819fd7fcbd65f3b0"
      },
      "receipt_sha256": "4668b575037a102b56e795cecfe6102280281c8de8052150819fd7fcbd65f3b0"
    },
    {
      "storm_id": "180167",
      "lat": 26.5256,
      "lon": -83.5733,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2935.0,
      "ebshear": 10.0,
      "srh01": 37.0,
      "maxllaz": 0.0,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.535
        },
        {
          "name": "alignment",
          "value": -0.7327
        },
        {
          "name": "tau",
          "value": 1.7383
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1005
      },
      "coherence_score": 1.7382972240447998,
      "coherence_diagnostics": {
        "tau": 1.7382972240447998,
        "grad_tau": 0.31785014271736145,
        "torsion": 0.0,
        "alignment": -0.7327250242233276,
        "S_field": 0.9184410572052002,
        "Gamma_field": 0.20224609971046448,
        "S_over_Gamma": 4.541205406188965,
        "Da": 12.955826759338379,
        "E_coh": 0.9482517242431641,
        "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": [
          [
            [
              -83.6,
              26.56
            ],
            [
              -83.56,
              26.56
            ],
            [
              -83.54,
              26.54
            ],
            [
              -83.54,
              26.51
            ],
            [
              -83.52,
              26.49
            ],
            [
              -83.58,
              26.49
            ],
            [
              -83.6,
              26.5
            ],
            [
              -83.62,
              26.52
            ],
            [
              -83.6,
              26.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1005,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b49e6049bade90bcb32885550fc559ef32a19a5af0adb7f761fb6dc4cf9839d4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.1005,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "635ff3efca3b313564ee64c402722a44ee8a87cfb06f8aa98ba80bcf62ed94c1"
      },
      "receipt_sha256": "635ff3efca3b313564ee64c402722a44ee8a87cfb06f8aa98ba80bcf62ed94c1"
    },
    {
      "storm_id": "180185",
      "lat": 46.0087,
      "lon": -100.2525,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 27.0,
      "ebshear": 12.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.66
        },
        {
          "name": "alignment",
          "value": 1.7248
        },
        {
          "name": "tau",
          "value": 0.5511
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0999
      },
      "coherence_score": 0.5510724186897278,
      "coherence_diagnostics": {
        "tau": 0.5510724186897278,
        "grad_tau": 0.055605169385671616,
        "torsion": 0.0,
        "alignment": 1.7247917652130127,
        "S_field": 0.261726975440979,
        "Gamma_field": 0.2072460949420929,
        "S_over_Gamma": 1.2628800868988037,
        "Da": 12.49272346496582,
        "E_coh": 0.4862672984600067,
        "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": [
          [
            [
              -100.27,
              46.04
            ],
            [
              -100.21,
              46.04
            ],
            [
              -100.21,
              46.01
            ],
            [
              -100.23,
              45.97
            ],
            [
              -100.27,
              45.97
            ],
            [
              -100.28,
              45.98
            ],
            [
              -100.28,
              46.02
            ],
            [
              -100.27,
              46.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0999,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0fcc3daee0408a0dcb237cb350813139640f1d57adfddd844ab3f56391646eed",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0999,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "541dfa303dcde09185c3eed0fdfcdfb159cf30fe77a6f73d79510fd6236e5885"
      },
      "receipt_sha256": "541dfa303dcde09185c3eed0fdfcdfb159cf30fe77a6f73d79510fd6236e5885"
    },
    {
      "storm_id": "180258",
      "lat": 28.77,
      "lon": -85.3344,
      "motion_east": 8.4,
      "motion_south": 6.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2306.0,
      "ebshear": 18.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.285
        },
        {
          "name": "alignment",
          "value": 3.0073
        },
        {
          "name": "tau",
          "value": 2.1615
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0994
      },
      "coherence_score": 2.161508798599243,
      "coherence_diagnostics": {
        "tau": 2.161508798599243,
        "grad_tau": 0.2376912385225296,
        "torsion": 0.0,
        "alignment": 3.007261276245117,
        "S_field": 0.4397889971733093,
        "Gamma_field": 0.39891278743743896,
        "S_over_Gamma": 1.1024690866470337,
        "Da": 25.540767669677734,
        "E_coh": 0.7765209674835205,
        "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": [
          [
            [
              -85.35,
              28.8
            ],
            [
              -85.32,
              28.8
            ],
            [
              -85.31,
              28.79
            ],
            [
              -85.31,
              28.75
            ],
            [
              -85.3,
              28.73
            ],
            [
              -85.35,
              28.73
            ],
            [
              -85.36,
              28.74
            ],
            [
              -85.36,
              28.79
            ],
            [
              -85.35,
              28.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0994,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a721b37d95a3133e4fe5a64f408ae330caae420f028848f9a5742553ecb1e7cc",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0994,
        "probability": 0.001293,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001293,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d018cee7fdf38bf62e1dc6070cfe4487fed25e9571c42000bbdadf1bd3608939"
      },
      "receipt_sha256": "d018cee7fdf38bf62e1dc6070cfe4487fed25e9571c42000bbdadf1bd3608939"
    },
    {
      "storm_id": "180201",
      "lat": 33.1375,
      "lon": -109.765,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 996.0,
      "ebshear": 28.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.035
        },
        {
          "name": "alignment",
          "value": 4.3028
        },
        {
          "name": "tau",
          "value": 0.354
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0957
      },
      "coherence_score": 0.3540433645248413,
      "coherence_diagnostics": {
        "tau": 0.3540433645248413,
        "grad_tau": 0.11069538444280624,
        "torsion": 0.0,
        "alignment": 4.302763938903809,
        "S_field": 0.3333272933959961,
        "Gamma_field": 1.8672460317611694,
        "S_over_Gamma": 0.1785127818584442,
        "Da": 109.85360717773438,
        "E_coh": 0.2255956530570984,
        "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": [
          [
            [
              -109.78,
              33.16
            ],
            [
              -109.74,
              33.16
            ],
            [
              -109.73,
              33.15
            ],
            [
              -109.73,
              33.12
            ],
            [
              -109.76,
              33.1
            ],
            [
              -109.8,
              33.11
            ],
            [
              -109.8,
              33.14
            ],
            [
              -109.78,
              33.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0957,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8a7657bb949f5f8b926d8b8d953415facd0832ba816173a853086520c511a4c1",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0957,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5287fb66f5234ed8de29ddd06ba8898424e9b97df839b90b255bdeca9613f627"
      },
      "receipt_sha256": "5287fb66f5234ed8de29ddd06ba8898424e9b97df839b90b255bdeca9613f627"
    },
    {
      "storm_id": "179537",
      "lat": 36.4967,
      "lon": -102.3144,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 511.0,
      "ebshear": 16.0,
      "srh01": 86.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.285
        },
        {
          "name": "alignment",
          "value": -1.2995
        },
        {
          "name": "tau",
          "value": 0.3737
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0949
      },
      "coherence_score": 0.3737265467643738,
      "coherence_diagnostics": {
        "tau": 0.3737265467643738,
        "grad_tau": 0.035606686025857925,
        "torsion": 0.0,
        "alignment": -1.2995028495788574,
        "S_field": 0.26201504468917847,
        "Gamma_field": 0.5189127326011658,
        "S_over_Gamma": 0.504930853843689,
        "Da": 31.289615631103516,
        "E_coh": 0.6417216062545776,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.33,
              36.54
            ],
            [
              -102.3,
              36.54
            ],
            [
              -102.28,
              36.53
            ],
            [
              -102.27,
              36.47
            ],
            [
              -102.29,
              36.44
            ],
            [
              -102.33,
              36.44
            ],
            [
              -102.35,
              36.47
            ],
            [
              -102.35,
              36.5
            ],
            [
              -102.33,
              36.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0949,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d3037b6fcd09d5cd0950e1d19488f7da240ae6a66abefa940f9a68444037bdef",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0949,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39bdf9773e7c417e732db242ac6bf34d180c2809db3e7fae697db94529df1693"
      },
      "receipt_sha256": "39bdf9773e7c417e732db242ac6bf34d180c2809db3e7fae697db94529df1693"
    },
    {
      "storm_id": "180212",
      "lat": 44.838,
      "lon": -73.668,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 129.0,
      "ebshear": 11.0,
      "srh01": 53.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.41
        },
        {
          "name": "alignment",
          "value": -5.3286
        },
        {
          "name": "tau",
          "value": 0.5441
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0937
      },
      "coherence_score": 0.5441077947616577,
      "coherence_diagnostics": {
        "tau": 0.5441077947616577,
        "grad_tau": 0.07110492885112762,
        "torsion": 0.0,
        "alignment": -5.32862663269043,
        "S_field": 0.18702533841133118,
        "Gamma_field": 0.4389127790927887,
        "S_over_Gamma": 0.42611047625541687,
        "Da": 29.676685333251953,
        "E_coh": 0.24401269853115082,
        "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": [
          [
            [
              -73.7,
              44.87
            ],
            [
              -73.62,
              44.87
            ],
            [
              -73.62,
              44.79
            ],
            [
              -73.7,
              44.79
            ],
            [
              -73.7,
              44.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0937,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f416e99454626c789689582abecbffae270a783f28cdd21c23784133f0892fe4",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0937,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fc2b376ec51a511401aa803ac6a77cd097b4fcf0b5dc3a9f47f8d9a23f3a3381"
      },
      "receipt_sha256": "fc2b376ec51a511401aa803ac6a77cd097b4fcf0b5dc3a9f47f8d9a23f3a3381"
    },
    {
      "storm_id": "180052",
      "lat": 37.0071,
      "lon": -103.6607,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1724.0,
      "ebshear": 17.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.66
        },
        {
          "name": "alignment",
          "value": -2.1137
        },
        {
          "name": "tau",
          "value": 0.4257
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.09
      },
      "coherence_score": 0.42568230628967285,
      "coherence_diagnostics": {
        "tau": 0.42568230628967285,
        "grad_tau": 0.012256192974746227,
        "torsion": 0.0,
        "alignment": -2.1137301921844482,
        "S_field": 0.3085678517818451,
        "Gamma_field": 0.47974610328674316,
        "S_over_Gamma": 0.6431899070739746,
        "Da": 29.244096755981445,
        "E_coh": 0.5207217931747437,
        "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": [
          [
            [
              -103.61,
              37.05
            ],
            [
              -103.59,
              37.04
            ],
            [
              -103.54,
              37.04
            ],
            [
              -103.54,
              36.98
            ],
            [
              -103.62,
              36.97
            ],
            [
              -103.66,
              36.95
            ],
            [
              -103.76,
              36.95
            ],
            [
              -103.77,
              36.96
            ],
            [
              -103.77,
              37.01
            ],
            [
              -103.76,
              37.02
            ],
            [
              -103.69,
              37.02
            ],
            [
              -103.68,
              37.03
            ],
            [
              -103.65,
              37.03
            ],
            [
              -103.61,
              37.05
            ]
          ]
        ]
      },
      "raw_probability": 0.09,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "e6823679a06ef68a2dea5cd399ba9316e56729ba162c676477489d5057f02f6e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.09,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc1f0109271a14f4b04dcbca9552aa5583d113503887fe3ada42a2f5ad1370b2"
      },
      "receipt_sha256": "cc1f0109271a14f4b04dcbca9552aa5583d113503887fe3ada42a2f5ad1370b2"
    },
    {
      "storm_id": "180095",
      "lat": 48.5508,
      "lon": -77.1169,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 92.0,
      "ebshear": 13.0,
      "srh01": 70.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.035
        },
        {
          "name": "alignment",
          "value": -1.5431
        },
        {
          "name": "tau",
          "value": 0.2478
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0899
      },
      "coherence_score": 0.24776500463485718,
      "coherence_diagnostics": {
        "tau": 0.24776500463485718,
        "grad_tau": 0.2245292216539383,
        "torsion": 0.0,
        "alignment": -1.5430725812911987,
        "S_field": 0.08694251626729965,
        "Gamma_field": 0.15724609792232513,
        "S_over_Gamma": 0.5529072880744934,
        "Da": 9.627628326416016,
        "E_coh": 0.29135316610336304,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.11,
              48.6
            ],
            [
              -77.07,
              48.6
            ],
            [
              -77.06,
              48.59
            ],
            [
              -77.06,
              48.56
            ],
            [
              -77.08,
              48.53
            ],
            [
              -77.12,
              48.51
            ],
            [
              -77.14,
              48.51
            ],
            [
              -77.15,
              48.5
            ],
            [
              -77.16,
              48.51
            ],
            [
              -77.16,
              48.53
            ],
            [
              -77.15,
              48.54
            ],
            [
              -77.15,
              48.58
            ],
            [
              -77.11,
              48.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0899,
      "confidence_lo": 0.0012,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "ee77c4d15e88f16d7f63fb2794e982e846241b423fe60cfa9b368afe04dccdf7",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0899,
        "probability": 0.001291,
        "confidence_lo": 0.001232,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b70e7e9250a19823d23de455698439f1e06cff7b006db66d5408c32215bed519"
      },
      "receipt_sha256": "b70e7e9250a19823d23de455698439f1e06cff7b006db66d5408c32215bed519"
    },
    {
      "storm_id": "179296",
      "lat": 33.9162,
      "lon": -107.4525,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1395.0,
      "ebshear": 28.0,
      "srh01": 110.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.285
        },
        {
          "name": "alignment",
          "value": 3.3785
        },
        {
          "name": "tau",
          "value": 0.4518
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0859
      },
      "coherence_score": 0.4518468976020813,
      "coherence_diagnostics": {
        "tau": 0.4518468976020813,
        "grad_tau": 0.05032580345869064,
        "torsion": 0.0,
        "alignment": 3.3785340785980225,
        "S_field": 0.3431750237941742,
        "Gamma_field": 1.058079481124878,
        "S_over_Gamma": 0.3243376612663269,
        "Da": 65.59906005859375,
        "E_coh": 0.5618185997009277,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.47,
              33.94
            ],
            [
              -107.43,
              33.94
            ],
            [
              -107.41,
              33.92
            ],
            [
              -107.42,
              33.88
            ],
            [
              -107.46,
              33.88
            ],
            [
              -107.48,
              33.9
            ],
            [
              -107.48,
              33.93
            ],
            [
              -107.47,
              33.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0859,
      "confidence_lo": 0.0008,
      "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": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b3413a6249c35cf8ac9bf1e9ddbe85c3da552931760f8c300c4aaa40551b0ede",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0859,
        "probability": 0.00129,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001291,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1bb5548078b51d36e8414868d4af1354a3ab0137b394430606e12868ca119b54"
      },
      "receipt_sha256": "1bb5548078b51d36e8414868d4af1354a3ab0137b394430606e12868ca119b54"
    },
    {
      "storm_id": "179797",
      "lat": 43.28,
      "lon": -79.4256,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1327.0,
      "ebshear": 20.0,
      "srh01": 49.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.285
        },
        {
          "name": "alignment",
          "value": 6.5623
        },
        {
          "name": "tau",
          "value": 1.1379
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0841
      },
      "coherence_score": 1.1379401683807373,
      "coherence_diagnostics": {
        "tau": 1.1379401683807373,
        "grad_tau": 0.24134457111358643,
        "torsion": 0.0,
        "alignment": 6.562300682067871,
        "S_field": 0.16519489884376526,
        "Gamma_field": 0.2280794233083725,
        "S_over_Gamma": 0.7242867350578308,
        "Da": 13.834492683410645,
        "E_coh": 0.1982480138540268,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.46,
              43.32
            ],
            [
              -79.4,
              43.32
            ],
            [
              -79.37,
              43.28
            ],
            [
              -79.37,
              43.25
            ],
            [
              -79.39,
              43.23
            ],
            [
              -79.44,
              43.23
            ],
            [
              -79.47,
              43.26
            ],
            [
              -79.47,
              43.31
            ],
            [
              -79.46,
              43.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0841,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2521a18e7e1394873215b3d4af3dde7fa49d9cd0910b20c33f2546edac0a48ed",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0841,
        "probability": 0.00109,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.001091,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66007b56ed69076fbae4fb8e71273627c9a01777fdf896906ad059f5d53f3911"
      },
      "receipt_sha256": "66007b56ed69076fbae4fb8e71273627c9a01777fdf896906ad059f5d53f3911"
    },
    {
      "storm_id": "179759",
      "lat": 28.303,
      "lon": -84.324,
      "motion_east": 5.1,
      "motion_south": 2.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3967.0,
      "ebshear": 14.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.41
        },
        {
          "name": "alignment",
          "value": 2.8808
        },
        {
          "name": "tau",
          "value": 1.8744
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0817
      },
      "coherence_score": 1.8743572235107422,
      "coherence_diagnostics": {
        "tau": 1.8743572235107422,
        "grad_tau": 0.3134024441242218,
        "torsion": 0.0,
        "alignment": 2.880781412124634,
        "S_field": 0.09112183004617691,
        "Gamma_field": 0.2305794209241867,
        "S_over_Gamma": 0.39518630504608154,
        "Da": 14.790121078491211,
        "E_coh": 0.40641337633132935,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.33,
              28.36
            ],
            [
              -84.27,
              28.36
            ],
            [
              -84.27,
              28.31
            ],
            [
              -84.29,
              28.27
            ],
            [
              -84.31,
              28.25
            ],
            [
              -84.35,
              28.25
            ],
            [
              -84.37,
              28.27
            ],
            [
              -84.37,
              28.29
            ],
            [
              -84.35,
              28.31
            ],
            [
              -84.33,
              28.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0817,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "79d761cac54576892ddcd38abbaa045fd592c65c43d35c3db22816cdfe50b4df",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0817,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e94b1347d080bfb88747a461123b892f6e6a7624958396c49f74562b70c7eca"
      },
      "receipt_sha256": "7e94b1347d080bfb88747a461123b892f6e6a7624958396c49f74562b70c7eca"
    },
    {
      "storm_id": "180242",
      "lat": 43.309,
      "lon": -79.764,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1330.0,
      "ebshear": 23.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.285
        },
        {
          "name": "alignment",
          "value": 6.5623
        },
        {
          "name": "tau",
          "value": 1.1379
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0804
      },
      "coherence_score": 1.1379401683807373,
      "coherence_diagnostics": {
        "tau": 1.1379401683807373,
        "grad_tau": 0.24134457111358643,
        "torsion": 0.0,
        "alignment": 6.562300682067871,
        "S_field": 0.16519489884376526,
        "Gamma_field": 0.2280794233083725,
        "S_over_Gamma": 0.7242867350578308,
        "Da": 13.834492683410645,
        "E_coh": 0.1982480138540268,
        "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": [
          [
            [
              -79.78,
              43.34
            ],
            [
              -79.75,
              43.34
            ],
            [
              -79.73,
              43.33
            ],
            [
              -79.73,
              43.28
            ],
            [
              -79.75,
              43.28
            ],
            [
              -79.76,
              43.27
            ],
            [
              -79.78,
              43.28
            ],
            [
              -79.79,
              43.3
            ],
            [
              -79.79,
              43.33
            ],
            [
              -79.78,
              43.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0804,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "1485e314b8df8b376ac8b7306f37a52fd49b63f6c12e55d55fc159304a294462",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0804,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c783ee7c67b80cedebd881fc7ee48c2f1fabb09c94cd2ba7451984662b0debe9"
      },
      "receipt_sha256": "c783ee7c67b80cedebd881fc7ee48c2f1fabb09c94cd2ba7451984662b0debe9"
    },
    {
      "storm_id": "179869",
      "lat": 26.2815,
      "lon": -78.7135,
      "motion_east": 8.4,
      "motion_south": 2.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2758.0,
      "ebshear": 6.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.16
        },
        {
          "name": "alignment",
          "value": -1.2613
        },
        {
          "name": "tau",
          "value": 1.383
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0803
      },
      "coherence_score": 1.3829845190048218,
      "coherence_diagnostics": {
        "tau": 1.3829845190048218,
        "grad_tau": 1.0964698791503906,
        "torsion": 0.0,
        "alignment": -1.2613184452056885,
        "S_field": 1.0407036542892456,
        "Gamma_field": 0.1980794221162796,
        "S_over_Gamma": 5.253971576690674,
        "Da": 12.434706687927246,
        "E_coh": 0.9563642144203186,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.71,
              26.34
            ],
            [
              -78.68,
              26.34
            ],
            [
              -78.65,
              26.32
            ],
            [
              -78.63,
              26.32
            ],
            [
              -78.64,
              26.3
            ],
            [
              -78.61,
              26.26
            ],
            [
              -78.63,
              26.26
            ],
            [
              -78.65,
              26.23
            ],
            [
              -78.69,
              26.22
            ],
            [
              -78.7,
              26.21
            ],
            [
              -78.72,
              26.21
            ],
            [
              -78.74,
              26.23
            ],
            [
              -78.78,
              26.23
            ],
            [
              -78.82,
              26.25
            ],
            [
              -78.82,
              26.3
            ],
            [
              -78.81,
              26.31
            ],
            [
              -78.79,
              26.31
            ],
            [
              -78.75,
              26.33
            ],
            [
              -78.74,
              26.32
            ],
            [
              -78.71,
              26.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0803,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7ef25b84eca3b57f2a3b1f68a4cded1d114478503ae4b442fd0fc3719ad70b34",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0803,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec9580f674367cec8495e75afbdd8e63496722ebd42baab905a9928be9d2c2a9"
      },
      "receipt_sha256": "ec9580f674367cec8495e75afbdd8e63496722ebd42baab905a9928be9d2c2a9"
    },
    {
      "storm_id": "180098",
      "lat": 46.556,
      "lon": -99.81,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 172.0,
      "ebshear": 18.0,
      "srh01": 38.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.66
        },
        {
          "name": "alignment",
          "value": 1.7248
        },
        {
          "name": "tau",
          "value": 0.5511
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0797
      },
      "coherence_score": 0.5510724186897278,
      "coherence_diagnostics": {
        "tau": 0.5510724186897278,
        "grad_tau": 0.055605169385671616,
        "torsion": 0.0,
        "alignment": 1.7247917652130127,
        "S_field": 0.261726975440979,
        "Gamma_field": 0.2072460949420929,
        "S_over_Gamma": 1.2628800868988037,
        "Da": 12.49272346496582,
        "E_coh": 0.4862672984600067,
        "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": [
          [
            [
              -99.85,
              46.59
            ],
            [
              -99.78,
              46.59
            ],
            [
              -99.77,
              46.58
            ],
            [
              -99.76,
              46.52
            ],
            [
              -99.77,
              46.51
            ],
            [
              -99.81,
              46.51
            ],
            [
              -99.83,
              46.53
            ],
            [
              -99.83,
              46.56
            ],
            [
              -99.85,
              46.58
            ],
            [
              -99.85,
              46.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0797,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4fa1d108863173eca5ea31dd3063859ce0af6976b5858ee534ffd8aa72c70966",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0797,
        "probability": 0.00105,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.00105,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3bb3b57ec104260a2c1b443b80f8c3387206858f71615f039f575466714fd45"
      },
      "receipt_sha256": "f3bb3b57ec104260a2c1b443b80f8c3387206858f71615f039f575466714fd45"
    },
    {
      "storm_id": "179839",
      "lat": 25.9672,
      "lon": -78.0039,
      "motion_east": 8.0,
      "motion_south": 3.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2659.0,
      "ebshear": 9.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.49,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.16
        },
        {
          "name": "alignment",
          "value": -1.2613
        },
        {
          "name": "tau",
          "value": 1.383
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0786
      },
      "coherence_score": 1.3829845190048218,
      "coherence_diagnostics": {
        "tau": 1.3829845190048218,
        "grad_tau": 1.0964698791503906,
        "torsion": 0.0,
        "alignment": -1.2613184452056885,
        "S_field": 1.0407036542892456,
        "Gamma_field": 0.1980794221162796,
        "S_over_Gamma": 5.253971576690674,
        "Da": 12.434706687927246,
        "E_coh": 0.9563642144203186,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.02,
              26.07
            ],
            [
              -78.01,
              26.07
            ],
            [
              -77.99,
              26.05
            ],
            [
              -77.97,
              26.05
            ],
            [
              -77.95,
              26.03
            ],
            [
              -77.95,
              25.99
            ],
            [
              -77.96,
              25.98
            ],
            [
              -77.96,
              25.91
            ],
            [
              -77.97,
              25.9
            ],
            [
              -77.96,
              25.89
            ],
            [
              -78.0,
              25.85
            ],
            [
              -78.03,
              25.85
            ],
            [
              -78.07,
              25.87
            ],
            [
              -78.06,
              25.89
            ],
            [
              -78.06,
              25.95
            ],
            [
              -78.05,
              25.96
            ],
            [
              -78.04,
              26.03
            ],
            [
              -78.02,
              26.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0786,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "de77acc8c145d71bdc59f6fe4c34c6e67af3e5c232ccc3d3f22cb72a373fa842",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0786,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8adcee8dc3a9f1e5d1fa8a91df2b3eac0d79aaed4085aa7d76f305988d7426c"
      },
      "receipt_sha256": "b8adcee8dc3a9f1e5d1fa8a91df2b3eac0d79aaed4085aa7d76f305988d7426c"
    },
    {
      "storm_id": "180087",
      "lat": 28.9008,
      "lon": -85.815,
      "motion_east": 6.8,
      "motion_south": 4.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3755.0,
      "ebshear": 21.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.035
        },
        {
          "name": "alignment",
          "value": 3.1263
        },
        {
          "name": "tau",
          "value": 2.3826
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0781
      },
      "coherence_score": 2.3825788497924805,
      "coherence_diagnostics": {
        "tau": 2.3825788497924805,
        "grad_tau": 0.10973191261291504,
        "torsion": 0.0,
        "alignment": 3.1262717247009277,
        "S_field": 0.8594993352890015,
        "Gamma_field": 0.2647460997104645,
        "S_over_Gamma": 3.246504306793213,
        "Da": 16.91022300720215,
        "E_coh": 0.9116032719612122,
        "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": [
          [
            [
              -85.83,
              28.95
            ],
            [
              -85.81,
              28.95
            ],
            [
              -85.74,
              28.88
            ],
            [
              -85.74,
              28.84
            ],
            [
              -85.75,
              28.83
            ],
            [
              -85.8,
              28.83
            ],
            [
              -85.85,
              28.87
            ],
            [
              -85.87,
              28.91
            ],
            [
              -85.86,
              28.92
            ],
            [
              -85.86,
              28.94
            ],
            [
              -85.84,
              28.94
            ],
            [
              -85.83,
              28.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0781,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "33f29034f047c1433e746d91c3e1a6af85e40d597187f833c364432b2247fe8a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0781,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07cabc4f37b3e497b466eac88833dea2a6be1ef652f885ecf0d770b0efae3e37"
      },
      "receipt_sha256": "07cabc4f37b3e497b466eac88833dea2a6be1ef652f885ecf0d770b0efae3e37"
    },
    {
      "storm_id": "179214",
      "lat": 26.1722,
      "lon": -78.0389,
      "motion_east": 7.9,
      "motion_south": 3.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2894.0,
      "ebshear": 9.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.16
        },
        {
          "name": "alignment",
          "value": -1.2613
        },
        {
          "name": "tau",
          "value": 1.383
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0779
      },
      "coherence_score": 1.3829845190048218,
      "coherence_diagnostics": {
        "tau": 1.3829845190048218,
        "grad_tau": 1.0964698791503906,
        "torsion": 0.0,
        "alignment": -1.2613184452056885,
        "S_field": 1.0407036542892456,
        "Gamma_field": 0.1980794221162796,
        "S_over_Gamma": 5.253971576690674,
        "Da": 12.434706687927246,
        "E_coh": 0.9563642144203186,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.05,
              26.23
            ],
            [
              -78.0,
              26.23
            ],
            [
              -77.96,
              26.19
            ],
            [
              -77.96,
              26.15
            ],
            [
              -78.01,
              26.1
            ],
            [
              -78.08,
              26.11
            ],
            [
              -78.12,
              26.13
            ],
            [
              -78.12,
              26.18
            ],
            [
              -78.05,
              26.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0779,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4c367288a83790319d9b926b6d7cc45d3f505fa033db87d72464ebe0c184c3e7",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0779,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4e1ac687a5a8207c1c66d154f5616b1b83694ecef220afb5b09f7b36bb6c2955"
      },
      "receipt_sha256": "4e1ac687a5a8207c1c66d154f5616b1b83694ecef220afb5b09f7b36bb6c2955"
    },
    {
      "storm_id": "180164",
      "lat": 28.217,
      "lon": -84.5,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3935.0,
      "ebshear": 12.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.41
        },
        {
          "name": "alignment",
          "value": 2.8808
        },
        {
          "name": "tau",
          "value": 1.8744
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0775
      },
      "coherence_score": 1.8743572235107422,
      "coherence_diagnostics": {
        "tau": 1.8743572235107422,
        "grad_tau": 0.3134024441242218,
        "torsion": 0.0,
        "alignment": 2.880781412124634,
        "S_field": 0.09112183004617691,
        "Gamma_field": 0.2305794209241867,
        "S_over_Gamma": 0.39518630504608154,
        "Da": 14.790121078491211,
        "E_coh": 0.40641337633132935,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.49,
              28.25
            ],
            [
              -84.48,
              28.24
            ],
            [
              -84.46,
              28.24
            ],
            [
              -84.46,
              28.2
            ],
            [
              -84.47,
              28.2
            ],
            [
              -84.51,
              28.17
            ],
            [
              -84.56,
              28.17
            ],
            [
              -84.56,
              28.22
            ],
            [
              -84.52,
              28.23
            ],
            [
              -84.49,
              28.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0775,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "52768f763c5bce6d1253d46f69d680cfd7b1ecf024e8c995d63342baaebcfb40",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0775,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14ef729da2d9a9064f0c7ec3920e23bf9c956945e26cec1ea8055cd7a2330831"
      },
      "receipt_sha256": "14ef729da2d9a9064f0c7ec3920e23bf9c956945e26cec1ea8055cd7a2330831"
    },
    {
      "storm_id": "179982",
      "lat": 39.6208,
      "lon": -108.7625,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 172.0,
      "ebshear": 33.0,
      "srh01": 59.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.41
        },
        {
          "name": "alignment",
          "value": -0.8785
        },
        {
          "name": "tau",
          "value": 0.3705
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0773
      },
      "coherence_score": 0.3704679608345032,
      "coherence_diagnostics": {
        "tau": 0.3704679608345032,
        "grad_tau": 0.05504494532942772,
        "torsion": 0.0,
        "alignment": -0.8784512281417847,
        "S_field": 0.14421747624874115,
        "Gamma_field": 0.36391276121139526,
        "S_over_Gamma": 0.39629682898521423,
        "Da": 21.941669464111328,
        "E_coh": 0.342260479927063,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.8,
              39.69
            ],
            [
              -108.78,
              39.69
            ],
            [
              -108.75,
              39.67
            ],
            [
              -108.72,
              39.61
            ],
            [
              -108.7,
              39.59
            ],
            [
              -108.7,
              39.55
            ],
            [
              -108.76,
              39.55
            ],
            [
              -108.77,
              39.56
            ],
            [
              -108.77,
              39.6
            ],
            [
              -108.79,
              39.61
            ],
            [
              -108.81,
              39.64
            ],
            [
              -108.8,
              39.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0773,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0773,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f287836e1286c146522eceab5acfc1b09946c591365fd936a7db330e8a3d5c50"
      },
      "receipt_sha256": "f287836e1286c146522eceab5acfc1b09946c591365fd936a7db330e8a3d5c50"
    },
    {
      "storm_id": "180234",
      "lat": 25.8377,
      "lon": -78.8761,
      "motion_east": 7.7,
      "motion_south": 1.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3244.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.16
        },
        {
          "name": "alignment",
          "value": -1.2613
        },
        {
          "name": "tau",
          "value": 1.383
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0771
      },
      "coherence_score": 1.3829845190048218,
      "coherence_diagnostics": {
        "tau": 1.3829845190048218,
        "grad_tau": 1.0964698791503906,
        "torsion": 0.0,
        "alignment": -1.2613184452056885,
        "S_field": 1.0407036542892456,
        "Gamma_field": 0.1980794221162796,
        "S_over_Gamma": 5.253971576690674,
        "Da": 12.434706687927246,
        "E_coh": 0.9563642144203186,
        "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": [
          [
            [
              -78.86,
              25.88
            ],
            [
              -78.85,
              25.88
            ],
            [
              -78.85,
              25.87
            ],
            [
              -78.85,
              25.86
            ],
            [
              -78.84,
              25.85
            ],
            [
              -78.84,
              25.84
            ],
            [
              -78.84,
              25.83
            ],
            [
              -78.83,
              25.82
            ],
            [
              -78.83,
              25.81
            ],
            [
              -78.84,
              25.8
            ],
            [
              -78.85,
              25.8
            ],
            [
              -78.86,
              25.81
            ],
            [
              -78.87,
              25.81
            ],
            [
              -78.88,
              25.81
            ],
            [
              -78.89,
              25.81
            ],
            [
              -78.9,
              25.81
            ],
            [
              -78.91,
              25.81
            ],
            [
              -78.92,
              25.81
            ],
            [
              -78.93,
              25.82
            ],
            [
              -78.93,
              25.83
            ],
            [
              -78.93,
              25.84
            ],
            [
              -78.92,
              25.85
            ],
            [
              -78.92,
              25.86
            ],
            [
              -78.91,
              25.86
            ],
            [
              -78.9,
              25.85
            ],
            [
              -78.89,
              25.85
            ],
            [
              -78.88,
              25.84
            ],
            [
              -78.87,
              25.85
            ],
            [
              -78.86,
              25.86
            ],
            [
              -78.85,
              25.87
            ],
            [
              -78.86,
              25.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0771,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "0c77ca1b17eaf8ba5cc2a4b22c3b45144149816287ff3a035c285e96a693e245",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0771,
        "probability": 0.000945,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5fc1f6c6d556e8d83f1573a003d8a59480f1c901f66989e8d332c461128f4438"
      },
      "receipt_sha256": "5fc1f6c6d556e8d83f1573a003d8a59480f1c901f66989e8d332c461128f4438"
    },
    {
      "storm_id": "180022",
      "lat": 47.3836,
      "lon": -110.8191,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 61.0,
      "ebshear": 28.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.035
        },
        {
          "name": "alignment",
          "value": -4.1255
        },
        {
          "name": "tau",
          "value": 0.3577
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.074
      },
      "coherence_score": 0.3576695919036865,
      "coherence_diagnostics": {
        "tau": 0.3576695919036865,
        "grad_tau": 0.08095815032720566,
        "torsion": 0.0,
        "alignment": -4.125458240509033,
        "S_field": 0.16693471372127533,
        "Gamma_field": 0.32641276717185974,
        "S_over_Gamma": 0.5114221572875977,
        "Da": 19.417081832885742,
        "E_coh": 0.4495784640312195,
        "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": [
          [
            [
              -110.83,
              47.42
            ],
            [
              -110.79,
              47.42
            ],
            [
              -110.77,
              47.4
            ],
            [
              -110.77,
              47.37
            ],
            [
              -110.78,
              47.37
            ],
            [
              -110.81,
              47.34
            ],
            [
              -110.86,
              47.34
            ],
            [
              -110.87,
              47.36
            ],
            [
              -110.85,
              47.37
            ],
            [
              -110.85,
              47.41
            ],
            [
              -110.83,
              47.42
            ]
          ]
        ]
      },
      "raw_probability": 0.074,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "27cee699478d8064284419d048c5c75e9c486475de56f3e44e0855a7980f2f5f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.074,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1a300d237ecb19fd5fc5fc80d64896fcb3ae99e325de97190b5a67e5fb81355c"
      },
      "receipt_sha256": "1a300d237ecb19fd5fc5fc80d64896fcb3ae99e325de97190b5a67e5fb81355c"
    },
    {
      "storm_id": "180241",
      "lat": 46.6609,
      "lon": -99.5745,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 531.0,
      "ebshear": 30.0,
      "srh01": 44.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.535
        },
        {
          "name": "alignment",
          "value": 1.8212
        },
        {
          "name": "tau",
          "value": 0.5882
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0724
      },
      "coherence_score": 0.5882155895233154,
      "coherence_diagnostics": {
        "tau": 0.5882155895233154,
        "grad_tau": 0.09519115090370178,
        "torsion": 0.0,
        "alignment": 1.8212037086486816,
        "S_field": 0.4275137782096863,
        "Gamma_field": 0.64000004529953,
        "S_over_Gamma": 0.6679902076721191,
        "Da": 40.61905288696289,
        "E_coh": 0.4980517625808716,
        "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": [
          [
            [
              -99.59,
              46.71
            ],
            [
              -99.51,
              46.68
            ],
            [
              -99.51,
              46.62
            ],
            [
              -99.52,
              46.61
            ],
            [
              -99.54,
              46.6
            ],
            [
              -99.61,
              46.61
            ],
            [
              -99.61,
              46.66
            ],
            [
              -99.62,
              46.67
            ],
            [
              -99.62,
              46.7
            ],
            [
              -99.6,
              46.7
            ],
            [
              -99.59,
              46.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0724,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b5c4802bd6ade64996badb0842854352c1a409d89d05266cd4d45e72bc06b872",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0724,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1cf12e3ca1b75cabbc043b2e1e7f7b40e7e41a6022d89c49fc318e7471151b0e"
      },
      "receipt_sha256": "1cf12e3ca1b75cabbc043b2e1e7f7b40e7e41a6022d89c49fc318e7471151b0e"
    },
    {
      "storm_id": "180094",
      "lat": 24.4369,
      "lon": -78.6137,
      "motion_east": 6.1,
      "motion_south": 3.6,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2709.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0696
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.63,
              24.48
            ],
            [
              -78.62,
              24.47
            ],
            [
              -78.6,
              24.47
            ],
            [
              -78.59,
              24.48
            ],
            [
              -78.57,
              24.48
            ],
            [
              -78.56,
              24.47
            ],
            [
              -78.56,
              24.38
            ],
            [
              -78.57,
              24.37
            ],
            [
              -78.62,
              24.37
            ],
            [
              -78.65,
              24.39
            ],
            [
              -78.64,
              24.4
            ],
            [
              -78.65,
              24.41
            ],
            [
              -78.65,
              24.43
            ],
            [
              -78.64,
              24.44
            ],
            [
              -78.64,
              24.47
            ],
            [
              -78.63,
              24.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0696,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "baec2f6e7ce6d5040d81a3e005b14272d8f367d0a510f38ee27b59b667962176",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0696,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8d37b95aae35511f240015ce3770c45b66b7ad831a0a61cb9b04d8b05388e46"
      },
      "receipt_sha256": "a8d37b95aae35511f240015ce3770c45b66b7ad831a0a61cb9b04d8b05388e46"
    },
    {
      "storm_id": "179588",
      "lat": 31.3286,
      "lon": -109.3543,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 446.0,
      "ebshear": 40.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.32,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.66
        },
        {
          "name": "alignment",
          "value": 1.8766
        },
        {
          "name": "tau",
          "value": 0.3575
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 0.35749199986457825,
      "coherence_diagnostics": {
        "tau": 0.35749199986457825,
        "grad_tau": 0.005366561468690634,
        "torsion": 0.0,
        "alignment": 1.876615285873413,
        "S_field": 0.10100740939378738,
        "Gamma_field": 0.2422460913658142,
        "S_over_Gamma": 0.4169619679450989,
        "Da": 14.170868873596191,
        "E_coh": 0.4892719089984894,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.4,
              31.38
            ],
            [
              -109.35,
              31.38
            ],
            [
              -109.33,
              31.36
            ],
            [
              -109.32,
              31.36
            ],
            [
              -109.28,
              31.31
            ],
            [
              -109.29,
              31.28
            ],
            [
              -109.31,
              31.27
            ],
            [
              -109.34,
              31.27
            ],
            [
              -109.36,
              31.29
            ],
            [
              -109.37,
              31.29
            ],
            [
              -109.39,
              31.31
            ],
            [
              -109.41,
              31.35
            ],
            [
              -109.41,
              31.37
            ],
            [
              -109.4,
              31.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0687,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfbd3d2ef30a641209cf3564eeef862d54b98f81aeb770e940b7c85a6f197ef0"
      },
      "receipt_sha256": "cfbd3d2ef30a641209cf3564eeef862d54b98f81aeb770e940b7c85a6f197ef0"
    },
    {
      "storm_id": "180130",
      "lat": 25.6418,
      "lon": -78.7636,
      "motion_east": 7.6,
      "motion_south": 1.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2894.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.79,
              25.68
            ],
            [
              -78.75,
              25.68
            ],
            [
              -78.73,
              25.66
            ],
            [
              -78.73,
              25.64
            ],
            [
              -78.72,
              25.63
            ],
            [
              -78.73,
              25.61
            ],
            [
              -78.75,
              25.6
            ],
            [
              -78.79,
              25.6
            ],
            [
              -78.81,
              25.62
            ],
            [
              -78.81,
              25.66
            ],
            [
              -78.79,
              25.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0687,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfbd3d2ef30a641209cf3564eeef862d54b98f81aeb770e940b7c85a6f197ef0"
      },
      "receipt_sha256": "cfbd3d2ef30a641209cf3564eeef862d54b98f81aeb770e940b7c85a6f197ef0"
    },
    {
      "storm_id": "179920",
      "lat": 24.6071,
      "lon": -78.4942,
      "motion_east": 6.1,
      "motion_south": 3.6,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2613.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0674
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.51,
              24.7
            ],
            [
              -78.5,
              24.69
            ],
            [
              -78.46,
              24.7
            ],
            [
              -78.44,
              24.68
            ],
            [
              -78.43,
              24.68
            ],
            [
              -78.43,
              24.66
            ],
            [
              -78.41,
              24.64
            ],
            [
              -78.4,
              24.64
            ],
            [
              -78.4,
              24.62
            ],
            [
              -78.44,
              24.58
            ],
            [
              -78.45,
              24.56
            ],
            [
              -78.47,
              24.57
            ],
            [
              -78.5,
              24.54
            ],
            [
              -78.49,
              24.53
            ],
            [
              -78.5,
              24.51
            ],
            [
              -78.52,
              24.51
            ],
            [
              -78.56,
              24.53
            ],
            [
              -78.58,
              24.52
            ],
            [
              -78.6,
              24.53
            ],
            [
              -78.59,
              24.55
            ],
            [
              -78.6,
              24.61
            ],
            [
              -78.56,
              24.63
            ],
            [
              -78.51,
              24.69
            ],
            [
              -78.51,
              24.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0674,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0674,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc13468d327447d17056416ce9c57c133a8f076df1b122bf47f3c07493dfa145"
      },
      "receipt_sha256": "bc13468d327447d17056416ce9c57c133a8f076df1b122bf47f3c07493dfa145"
    },
    {
      "storm_id": "180262",
      "lat": 24.745,
      "lon": -78.3183,
      "motion_east": 6.0,
      "motion_south": 3.6,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2850.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0667
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.35,
              24.8
            ],
            [
              -78.33,
              24.8
            ],
            [
              -78.3,
              24.77
            ],
            [
              -78.28,
              24.77
            ],
            [
              -78.26,
              24.73
            ],
            [
              -78.26,
              24.69
            ],
            [
              -78.27,
              24.68
            ],
            [
              -78.35,
              24.69
            ],
            [
              -78.35,
              24.71
            ],
            [
              -78.36,
              24.72
            ],
            [
              -78.36,
              24.78
            ],
            [
              -78.35,
              24.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0667,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c871ef2432e1db28bd5a9dba5769eefccacb7dc08a91386e64389d9febdb95ed",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0667,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2cf6173410a999e8dd7c2c6f009514baf38ce8c68bd9249bcfa44ebb86f68044"
      },
      "receipt_sha256": "2cf6173410a999e8dd7c2c6f009514baf38ce8c68bd9249bcfa44ebb86f68044"
    },
    {
      "storm_id": "179565",
      "lat": 33.101,
      "lon": -109.968,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1040.0,
      "ebshear": 29.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.785
        },
        {
          "name": "alignment",
          "value": 4.5833
        },
        {
          "name": "tau",
          "value": 0.3253
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0655
      },
      "coherence_score": 0.3253288269042969,
      "coherence_diagnostics": {
        "tau": 0.3253288269042969,
        "grad_tau": 0.059686414897441864,
        "torsion": 0.0,
        "alignment": 4.583343982696533,
        "S_field": 0.1389217972755432,
        "Gamma_field": 0.4639127552509308,
        "S_over_Gamma": 0.29945674538612366,
        "Da": 27.32628631591797,
        "E_coh": 0.3594959080219269,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.0,
              33.14
            ],
            [
              -109.95,
              33.14
            ],
            [
              -109.95,
              33.13
            ],
            [
              -109.93,
              33.11
            ],
            [
              -109.92,
              33.06
            ],
            [
              -109.94,
              33.04
            ],
            [
              -109.97,
              33.04
            ],
            [
              -110.01,
              33.08
            ],
            [
              -110.01,
              33.13
            ],
            [
              -110.0,
              33.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0655,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4c3275ff1976281eb344a0a94c0f36fcec4436449b421d4f0d13b4f6546f11fe",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0655,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44b9c14276e3c1babd1bac5d6a871b89c2cbb8ac3f96c19c10f6708a172a466f"
      },
      "receipt_sha256": "44b9c14276e3c1babd1bac5d6a871b89c2cbb8ac3f96c19c10f6708a172a466f"
    },
    {
      "storm_id": "179540",
      "lat": 31.0507,
      "lon": -109.5729,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 831.0,
      "ebshear": 33.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.66
        },
        {
          "name": "alignment",
          "value": 1.8766
        },
        {
          "name": "tau",
          "value": 0.3575
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0653
      },
      "coherence_score": 0.35749199986457825,
      "coherence_diagnostics": {
        "tau": 0.35749199986457825,
        "grad_tau": 0.005366561468690634,
        "torsion": 0.0,
        "alignment": 1.876615285873413,
        "S_field": 0.10100740939378738,
        "Gamma_field": 0.2422460913658142,
        "S_over_Gamma": 0.4169619679450989,
        "Da": 14.170868873596191,
        "E_coh": 0.4892719089984894,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.6,
              31.1
            ],
            [
              -109.55,
              31.1
            ],
            [
              -109.53,
              31.08
            ],
            [
              -109.52,
              31.08
            ],
            [
              -109.5,
              31.04
            ],
            [
              -109.52,
              31.0
            ],
            [
              -109.56,
              31.0
            ],
            [
              -109.58,
              30.99
            ],
            [
              -109.61,
              31.01
            ],
            [
              -109.61,
              31.03
            ],
            [
              -109.62,
              31.04
            ],
            [
              -109.61,
              31.05
            ],
            [
              -109.61,
              31.09
            ],
            [
              -109.6,
              31.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0653,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3b2bb6cf17c779459ce54bfdebdab4219b5e56cf7ba22bcea803b42d7864a4a8",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0653,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1cbf134cb207d8dd3eee0bd745966693a0a61197b4e99390fe001558d949d82"
      },
      "receipt_sha256": "b1cbf134cb207d8dd3eee0bd745966693a0a61197b4e99390fe001558d949d82"
    },
    {
      "storm_id": "180259",
      "lat": 25.8378,
      "lon": -77.7178,
      "motion_east": 7.5,
      "motion_south": 3.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2375.0,
      "ebshear": 7.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.035
        },
        {
          "name": "alignment",
          "value": -0.2524
        },
        {
          "name": "tau",
          "value": 1.3189
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0652
      },
      "coherence_score": 1.318897008895874,
      "coherence_diagnostics": {
        "tau": 1.318897008895874,
        "grad_tau": 1.1138747930526733,
        "torsion": 0.0,
        "alignment": -0.25240418314933777,
        "S_field": 0.6194390654563904,
        "Gamma_field": 0.24807943403720856,
        "S_over_Gamma": 2.496938467025757,
        "Da": 15.51855754852295,
        "E_coh": 0.96317058801651,
        "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": [
          [
            [
              -77.75,
              25.92
            ],
            [
              -77.74,
              25.91
            ],
            [
              -77.7,
              25.91
            ],
            [
              -77.67,
              25.87
            ],
            [
              -77.67,
              25.83
            ],
            [
              -77.68,
              25.83
            ],
            [
              -77.7,
              25.81
            ],
            [
              -77.69,
              25.73
            ],
            [
              -77.72,
              25.73
            ],
            [
              -77.71,
              25.75
            ],
            [
              -77.71,
              25.79
            ],
            [
              -77.7,
              25.8
            ],
            [
              -77.72,
              25.82
            ],
            [
              -77.72,
              25.83
            ],
            [
              -77.76,
              25.86
            ],
            [
              -77.76,
              25.88
            ],
            [
              -77.77,
              25.89
            ],
            [
              -77.75,
              25.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0652,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4dd24ff588fc5dd9088f41ffb1267ed72f625127b70a5fbeae0fe21914449609",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0652,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8050cea1ba2669ca87ddd4f27a18d291a2f540b47c52d96e28d1680337749ba3"
      },
      "receipt_sha256": "8050cea1ba2669ca87ddd4f27a18d291a2f540b47c52d96e28d1680337749ba3"
    },
    {
      "storm_id": "180257",
      "lat": 29.17,
      "lon": -85.9143,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3365.0,
      "ebshear": 22.0,
      "srh01": 27.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.035
        },
        {
          "name": "alignment",
          "value": 3.1263
        },
        {
          "name": "tau",
          "value": 2.3826
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0651
      },
      "coherence_score": 2.3825788497924805,
      "coherence_diagnostics": {
        "tau": 2.3825788497924805,
        "grad_tau": 0.10973191261291504,
        "torsion": 0.0,
        "alignment": 3.1262717247009277,
        "S_field": 0.8594993352890015,
        "Gamma_field": 0.2647460997104645,
        "S_over_Gamma": 3.246504306793213,
        "Da": 16.91022300720215,
        "E_coh": 0.9116032719612122,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.92,
              29.2
            ],
            [
              -85.89,
              29.19
            ],
            [
              -85.89,
              29.14
            ],
            [
              -85.9,
              29.13
            ],
            [
              -85.94,
              29.14
            ],
            [
              -85.94,
              29.19
            ],
            [
              -85.92,
              29.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0651,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9ee6ede0e624349fa04ea1a5d7d11c28f03074d5a748e16141b9936aeaf4ac86",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0651,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37964018378510390dae6028dd2a4f707e256983a977ec291ff9e7b8bec6a7cc"
      },
      "receipt_sha256": "37964018378510390dae6028dd2a4f707e256983a977ec291ff9e7b8bec6a7cc"
    },
    {
      "storm_id": "180229",
      "lat": 28.395,
      "lon": -84.742,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3366.0,
      "ebshear": 14.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.285
        },
        {
          "name": "alignment",
          "value": 1.036
        },
        {
          "name": "tau",
          "value": 2.2411
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0649
      },
      "coherence_score": 2.241055965423584,
      "coherence_diagnostics": {
        "tau": 2.241055965423584,
        "grad_tau": 0.2984386086463928,
        "torsion": 0.0,
        "alignment": 1.0359559059143066,
        "S_field": 0.6799960136413574,
        "Gamma_field": 0.2255794256925583,
        "S_over_Gamma": 3.014441728591919,
        "Da": 14.530279159545898,
        "E_coh": 0.901999294757843,
        "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": [
          [
            [
              -84.76,
              28.44
            ],
            [
              -84.72,
              28.44
            ],
            [
              -84.7,
              28.41
            ],
            [
              -84.7,
              28.38
            ],
            [
              -84.71,
              28.36
            ],
            [
              -84.73,
              28.35
            ],
            [
              -84.76,
              28.35
            ],
            [
              -84.79,
              28.37
            ],
            [
              -84.79,
              28.41
            ],
            [
              -84.76,
              28.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0649,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c6bead25ca10d1522fce4627e56c6cc7ebc977cbfc4a62b498a5291d7e0a76d6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0649,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a807deb5e7bd4e94d82d34c9e3e2183545d2417484dca8fdccfe125d51479ac7"
      },
      "receipt_sha256": "a807deb5e7bd4e94d82d34c9e3e2183545d2417484dca8fdccfe125d51479ac7"
    },
    {
      "storm_id": "180239",
      "lat": 24.7878,
      "lon": -82.6078,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3115.0,
      "ebshear": 9.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.41
        },
        {
          "name": "alignment",
          "value": -0.6299
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0646
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.1718924045562744,
        "torsion": 0.0,
        "alignment": -0.6299209594726562,
        "S_field": 0.4960416257381439,
        "Gamma_field": 0.2564127743244171,
        "S_over_Gamma": 1.9345433712005615,
        "Da": 15.997817039489746,
        "E_coh": 0.8888604640960693,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.58,
              24.85
            ],
            [
              -82.56,
              24.85
            ],
            [
              -82.56,
              24.83
            ],
            [
              -82.57,
              24.82
            ],
            [
              -82.57,
              24.76
            ],
            [
              -82.58,
              24.75
            ],
            [
              -82.62,
              24.75
            ],
            [
              -82.63,
              24.74
            ],
            [
              -82.63,
              24.72
            ],
            [
              -82.64,
              24.72
            ],
            [
              -82.66,
              24.74
            ],
            [
              -82.65,
              24.76
            ],
            [
              -82.65,
              24.8
            ],
            [
              -82.64,
              24.81
            ],
            [
              -82.62,
              24.79
            ],
            [
              -82.6,
              24.81
            ],
            [
              -82.6,
              24.83
            ],
            [
              -82.58,
              24.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0646,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "097e54145f896e6e6250d89444c062572021289cdc6495c20b19d7b0e939726a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0646,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c957212ba92d6d99c13c0b66699e2a25b5b3dd73bddd74cfe830bd2afe227e1a"
      },
      "receipt_sha256": "c957212ba92d6d99c13c0b66699e2a25b5b3dd73bddd74cfe830bd2afe227e1a"
    },
    {
      "storm_id": "179876",
      "lat": 24.364,
      "lon": -81.301,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3327.0,
      "ebshear": 11.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.16
        },
        {
          "name": "alignment",
          "value": -1.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0645
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2391588687896729,
        "torsion": 0.0,
        "alignment": -1.0049209594726562,
        "S_field": 0.7258517146110535,
        "Gamma_field": 0.23391276597976685,
        "S_over_Gamma": 3.1030871868133545,
        "Da": 14.572380065917969,
        "E_coh": 0.9207192063331604,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.34,
              24.4
            ],
            [
              -81.24,
              24.4
            ],
            [
              -81.24,
              24.37
            ],
            [
              -81.25,
              24.36
            ],
            [
              -81.24,
              24.31
            ],
            [
              -81.33,
              24.31
            ],
            [
              -81.34,
              24.32
            ],
            [
              -81.34,
              24.38
            ],
            [
              -81.35,
              24.39
            ],
            [
              -81.34,
              24.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0645,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "b5030ef219b78370b6cdc64089f4a0464ded614deb2840f8f4375e2dbddc2da6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0645,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9391fa05fc014fdcb5b5e4c3b8748584b03e6f3a64724121b936e1a19b2b0008"
      },
      "receipt_sha256": "9391fa05fc014fdcb5b5e4c3b8748584b03e6f3a64724121b936e1a19b2b0008"
    },
    {
      "storm_id": "180139",
      "lat": 48.6978,
      "lon": -77.6622,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 54.0,
      "ebshear": 7.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.035
        },
        {
          "name": "alignment",
          "value": -1.5431
        },
        {
          "name": "tau",
          "value": 0.2478
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0636
      },
      "coherence_score": 0.24776500463485718,
      "coherence_diagnostics": {
        "tau": 0.24776500463485718,
        "grad_tau": 0.2245292216539383,
        "torsion": 0.0,
        "alignment": -1.5430725812911987,
        "S_field": 0.08694251626729965,
        "Gamma_field": 0.15724609792232513,
        "S_over_Gamma": 0.5529072880744934,
        "Da": 9.627628326416016,
        "E_coh": 0.29135316610336304,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.68,
              48.73
            ],
            [
              -77.62,
              48.73
            ],
            [
              -77.62,
              48.7
            ],
            [
              -77.65,
              48.67
            ],
            [
              -77.65,
              48.66
            ],
            [
              -77.68,
              48.66
            ],
            [
              -77.69,
              48.68
            ],
            [
              -77.69,
              48.72
            ],
            [
              -77.68,
              48.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0636,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "2d4e571ec6642a2e2765746ef80b4dd535e270db1ff8008ea54e0e5ac1acf4df",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0636,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "861b3fa6bbac2aa69892097fb823758b5b152dd280ceaf3bf8caba5c2cd7b2df"
      },
      "receipt_sha256": "861b3fa6bbac2aa69892097fb823758b5b152dd280ceaf3bf8caba5c2cd7b2df"
    },
    {
      "storm_id": "180011",
      "lat": 36.9938,
      "lon": -103.2646,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1865.0,
      "ebshear": 19.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.035
        },
        {
          "name": "alignment",
          "value": 2.5737
        },
        {
          "name": "tau",
          "value": 0.3826
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0633
      },
      "coherence_score": 0.3826077878475189,
      "coherence_diagnostics": {
        "tau": 0.3826077878475189,
        "grad_tau": 0.023079486563801765,
        "torsion": 0.0,
        "alignment": 2.5737218856811523,
        "S_field": 0.08146496117115021,
        "Gamma_field": 0.33391278982162476,
        "S_over_Gamma": 0.24397076666355133,
        "Da": 20.30915641784668,
        "E_coh": 0.5615034103393555,
        "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": [
          [
            [
              -103.29,
              37.07
            ],
            [
              -103.25,
              37.04
            ],
            [
              -103.22,
              37.04
            ],
            [
              -103.19,
              37.0
            ],
            [
              -103.19,
              36.97
            ],
            [
              -103.23,
              36.93
            ],
            [
              -103.25,
              36.92
            ],
            [
              -103.27,
              36.92
            ],
            [
              -103.3,
              36.94
            ],
            [
              -103.3,
              36.96
            ],
            [
              -103.33,
              37.01
            ],
            [
              -103.33,
              37.05
            ],
            [
              -103.29,
              37.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0633,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9f60df8b55a3e89c244a0f9a641b6ba640d17ba968636c349f116c511a4d18d0",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0633,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14922b674504ecfec5a0c46694827e1f14b7b16a73ac78b01b31cceb98913a32"
      },
      "receipt_sha256": "14922b674504ecfec5a0c46694827e1f14b7b16a73ac78b01b31cceb98913a32"
    },
    {
      "storm_id": "180166",
      "lat": 26.6885,
      "lon": -84.1308,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3261.0,
      "ebshear": 8.0,
      "srh01": 18.0,
      "maxllaz": 0.0,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.285
        },
        {
          "name": "alignment",
          "value": -0.4907
        },
        {
          "name": "tau",
          "value": 1.8686
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0632
      },
      "coherence_score": 1.8685660362243652,
      "coherence_diagnostics": {
        "tau": 1.8685660362243652,
        "grad_tau": 0.4306195378303528,
        "torsion": 0.0,
        "alignment": -0.4906896948814392,
        "S_field": 0.9947798848152161,
        "Gamma_field": 0.1955794245004654,
        "S_over_Gamma": 5.086321830749512,
        "Da": 12.44439697265625,
        "E_coh": 0.961233913898468,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.13,
              26.74
            ],
            [
              -84.12,
              26.74
            ],
            [
              -84.1,
              26.72
            ],
            [
              -84.1,
              26.7
            ],
            [
              -84.12,
              26.67
            ],
            [
              -84.11,
              26.66
            ],
            [
              -84.11,
              26.64
            ],
            [
              -84.12,
              26.63
            ],
            [
              -84.14,
              26.64
            ],
            [
              -84.19,
              26.64
            ],
            [
              -84.18,
              26.71
            ],
            [
              -84.15,
              26.72
            ],
            [
              -84.13,
              26.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0632,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3c425722db0adbf8d672c663069744a660348e592bdcdf954015a7c6a6195ac1",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0632,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3c8eb24e9b3bebd78326a3827a93bbf31d3849ef2a01edb0d3b6639088eeec7"
      },
      "receipt_sha256": "a3c8eb24e9b3bebd78326a3827a93bbf31d3849ef2a01edb0d3b6639088eeec7"
    },
    {
      "storm_id": "180040",
      "lat": 47.2475,
      "lon": -110.3075,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 55.0,
      "ebshear": 34.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.66
        },
        {
          "name": "alignment",
          "value": -3.2688
        },
        {
          "name": "tau",
          "value": 0.3992
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 0.3991798162460327,
      "coherence_diagnostics": {
        "tau": 0.3991798162460327,
        "grad_tau": 0.034726161509752274,
        "torsion": 0.0,
        "alignment": -3.268831253051758,
        "S_field": 0.12605221569538116,
        "Gamma_field": 0.33641278743743896,
        "S_over_Gamma": 0.3746950924396515,
        "Da": 19.67359733581543,
        "E_coh": 0.3951837122440338,
        "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": [
          [
            [
              -110.31,
              47.28
            ],
            [
              -110.28,
              47.28
            ],
            [
              -110.27,
              47.27
            ],
            [
              -110.27,
              47.23
            ],
            [
              -110.29,
              47.21
            ],
            [
              -110.37,
              47.2
            ],
            [
              -110.36,
              47.23
            ],
            [
              -110.31,
              47.28
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.062,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2fc2124e4875f321c637078442f893bed82c59e0b9f6a2abd35252688ba10f02"
      },
      "receipt_sha256": "2fc2124e4875f321c637078442f893bed82c59e0b9f6a2abd35252688ba10f02"
    },
    {
      "storm_id": "180225",
      "lat": 33.0971,
      "lon": -110.7686,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 779.0,
      "ebshear": 31.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.785
        },
        {
          "name": "alignment",
          "value": 4.5833
        },
        {
          "name": "tau",
          "value": 0.3253
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0611
      },
      "coherence_score": 0.3253288269042969,
      "coherence_diagnostics": {
        "tau": 0.3253288269042969,
        "grad_tau": 0.059686414897441864,
        "torsion": 0.0,
        "alignment": 4.583343982696533,
        "S_field": 0.1389217972755432,
        "Gamma_field": 0.4639127552509308,
        "S_over_Gamma": 0.29945674538612366,
        "Da": 27.32628631591797,
        "E_coh": 0.3594959080219269,
        "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": [
          [
            [
              -110.78,
              33.16
            ],
            [
              -110.74,
              33.16
            ],
            [
              -110.74,
              33.14
            ],
            [
              -110.73,
              33.13
            ],
            [
              -110.73,
              33.08
            ],
            [
              -110.74,
              33.07
            ],
            [
              -110.74,
              33.05
            ],
            [
              -110.76,
              33.01
            ],
            [
              -110.8,
              33.01
            ],
            [
              -110.81,
              33.02
            ],
            [
              -110.81,
              33.11
            ],
            [
              -110.8,
              33.12
            ],
            [
              -110.8,
              33.14
            ],
            [
              -110.78,
              33.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0611,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9ceb1bfee4826876491382b2d79c69fb19c44ae160a50b7caca57dbf0f9e85a0",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0611,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e46fb9d8e2b28876b51c4a9d80b03588408b88bdd847808e6c3778e5623e0f4a"
      },
      "receipt_sha256": "e46fb9d8e2b28876b51c4a9d80b03588408b88bdd847808e6c3778e5623e0f4a"
    },
    {
      "storm_id": "180263",
      "lat": 24.526,
      "lon": -78.174,
      "motion_east": 5.9,
      "motion_south": 3.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2914.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.2,
              24.57
            ],
            [
              -78.18,
              24.55
            ],
            [
              -78.15,
              24.55
            ],
            [
              -78.13,
              24.56
            ],
            [
              -78.12,
              24.47
            ],
            [
              -78.14,
              24.47
            ],
            [
              -78.16,
              24.49
            ],
            [
              -78.15,
              24.51
            ],
            [
              -78.16,
              24.53
            ],
            [
              -78.18,
              24.53
            ],
            [
              -78.2,
              24.5
            ],
            [
              -78.2,
              24.51
            ],
            [
              -78.22,
              24.53
            ],
            [
              -78.22,
              24.55
            ],
            [
              -78.2,
              24.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0609,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4df8638b99dea003f3092cdcc14e38985a5055dba601a31d398c53c29e221383"
      },
      "receipt_sha256": "4df8638b99dea003f3092cdcc14e38985a5055dba601a31d398c53c29e221383"
    },
    {
      "storm_id": "180236",
      "lat": 25.5869,
      "lon": -77.9231,
      "motion_east": 6.9,
      "motion_south": 3.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2411.0,
      "ebshear": 9.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.035
        },
        {
          "name": "alignment",
          "value": 1.8076
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0603
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.318897008895874,
        "torsion": 0.0,
        "alignment": 1.8075790405273438,
        "S_field": 0.37441593408584595,
        "Gamma_field": 0.388079434633255,
        "S_over_Gamma": 0.964792013168335,
        "Da": 24.14190673828125,
        "E_coh": 0.894543468952179,
        "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": [
          [
            [
              -77.96,
              25.64
            ],
            [
              -77.92,
              25.64
            ],
            [
              -77.91,
              25.63
            ],
            [
              -77.89,
              25.63
            ],
            [
              -77.86,
              25.58
            ],
            [
              -77.86,
              25.55
            ],
            [
              -77.87,
              25.54
            ],
            [
              -77.9,
              25.54
            ],
            [
              -77.91,
              25.55
            ],
            [
              -77.92,
              25.54
            ],
            [
              -77.95,
              25.54
            ],
            [
              -77.97,
              25.56
            ],
            [
              -77.96,
              25.58
            ],
            [
              -77.96,
              25.61
            ],
            [
              -77.97,
              25.62
            ],
            [
              -77.96,
              25.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0603,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a16b49416c2cc7193db8a457efa8869731a4ad9f94f21a7a81eb98466a23dc71",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0603,
        "probability": 0.000877,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000877,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8d2855ef4b047286034f83d249e868bece80d16a79625edec61e17fef54abed"
      },
      "receipt_sha256": "f8d2855ef4b047286034f83d249e868bece80d16a79625edec61e17fef54abed"
    },
    {
      "storm_id": "180114",
      "lat": 25.17,
      "lon": -78.3319,
      "motion_east": 5.0,
      "motion_south": 2.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2470.0,
      "ebshear": 8.0,
      "srh01": 2.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.32,
              25.24
            ],
            [
              -78.31,
              25.24
            ],
            [
              -78.31,
              25.23
            ],
            [
              -78.31,
              25.22
            ],
            [
              -78.31,
              25.21
            ],
            [
              -78.32,
              25.2
            ],
            [
              -78.32,
              25.19
            ],
            [
              -78.32,
              25.18
            ],
            [
              -78.31,
              25.17
            ],
            [
              -78.31,
              25.16
            ],
            [
              -78.32,
              25.15
            ],
            [
              -78.32,
              25.14
            ],
            [
              -78.32,
              25.13
            ],
            [
              -78.32,
              25.12
            ],
            [
              -78.32,
              25.11
            ],
            [
              -78.33,
              25.1
            ],
            [
              -78.34,
              25.1
            ],
            [
              -78.35,
              25.1
            ],
            [
              -78.36,
              25.11
            ],
            [
              -78.37,
              25.12
            ],
            [
              -78.37,
              25.13
            ],
            [
              -78.37,
              25.14
            ],
            [
              -78.36,
              25.15
            ],
            [
              -78.36,
              25.16
            ],
            [
              -78.35,
              25.17
            ],
            [
              -78.35,
              25.18
            ],
            [
              -78.35,
              25.19
            ],
            [
              -78.34,
              25.2
            ],
            [
              -78.33,
              25.21
            ],
            [
              -78.32,
              25.22
            ],
            [
              -78.31,
              25.23
            ],
            [
              -78.32,
              25.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0576,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4844480d33bb248e6a89c231db8f7354919c44440457bec6f4fbcb9f20f93cdd"
      },
      "receipt_sha256": "4844480d33bb248e6a89c231db8f7354919c44440457bec6f4fbcb9f20f93cdd"
    },
    {
      "storm_id": "180169",
      "lat": 25.4666,
      "lon": -78.2737,
      "motion_east": 5.0,
      "motion_south": 2.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2364.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": [
          [
            [
              -78.3,
              25.52
            ],
            [
              -78.29,
              25.52
            ],
            [
              -78.28,
              25.52
            ],
            [
              -78.27,
              25.51
            ],
            [
              -78.26,
              25.51
            ],
            [
              -78.26,
              25.5
            ],
            [
              -78.25,
              25.49
            ],
            [
              -78.25,
              25.48
            ],
            [
              -78.24,
              25.47
            ],
            [
              -78.24,
              25.46
            ],
            [
              -78.23,
              25.45
            ],
            [
              -78.22,
              25.46
            ],
            [
              -78.22,
              25.45
            ],
            [
              -78.22,
              25.44
            ],
            [
              -78.22,
              25.43
            ],
            [
              -78.22,
              25.44
            ],
            [
              -78.23,
              25.45
            ],
            [
              -78.24,
              25.44
            ],
            [
              -78.24,
              25.43
            ],
            [
              -78.24,
              25.42
            ],
            [
              -78.25,
              25.42
            ],
            [
              -78.26,
              25.42
            ],
            [
              -78.27,
              25.42
            ],
            [
              -78.28,
              25.43
            ],
            [
              -78.29,
              25.43
            ],
            [
              -78.3,
              25.43
            ],
            [
              -78.3,
              25.44
            ],
            [
              -78.31,
              25.45
            ],
            [
              -78.32,
              25.45
            ],
            [
              -78.32,
              25.46
            ],
            [
              -78.32,
              25.47
            ],
            [
              -78.33,
              25.48
            ],
            [
              -78.33,
              25.49
            ],
            [
              -78.34,
              25.5
            ],
            [
              -78.33,
              25.51
            ],
            [
              -78.32,
              25.51
            ],
            [
              -78.31,
              25.51
            ],
            [
              -78.3,
              25.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0576,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4844480d33bb248e6a89c231db8f7354919c44440457bec6f4fbcb9f20f93cdd"
      },
      "receipt_sha256": "4844480d33bb248e6a89c231db8f7354919c44440457bec6f4fbcb9f20f93cdd"
    },
    {
      "storm_id": "179592",
      "lat": 25.6025,
      "lon": -78.5433,
      "motion_east": 5.0,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2536.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.46,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.785
        },
        {
          "name": "alignment",
          "value": 1.0576
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3829845190048218,
        "torsion": 0.0,
        "alignment": 1.0575790405273438,
        "S_field": 0.5761445164680481,
        "Gamma_field": 0.2580794394016266,
        "S_over_Gamma": 2.232430934906006,
        "Da": 16.079734802246094,
        "E_coh": 0.9507102370262146,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.56,
              25.64
            ],
            [
              -78.52,
              25.64
            ],
            [
              -78.51,
              25.63
            ],
            [
              -78.49,
              25.63
            ],
            [
              -78.48,
              25.58
            ],
            [
              -78.5,
              25.55
            ],
            [
              -78.58,
              25.55
            ],
            [
              -78.59,
              25.56
            ],
            [
              -78.59,
              25.58
            ],
            [
              -78.57,
              25.6
            ],
            [
              -78.57,
              25.63
            ],
            [
              -78.56,
              25.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0553,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c8438dbc2d193faba509960ce5085214e3748c0113708ef6bca76bae4df7346"
      },
      "receipt_sha256": "4c8438dbc2d193faba509960ce5085214e3748c0113708ef6bca76bae4df7346"
    },
    {
      "storm_id": "179720",
      "lat": 24.9257,
      "lon": -79.0148,
      "motion_east": 5.0,
      "motion_south": 2.4,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2558.0,
      "ebshear": 7.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.02,
              25.0
            ],
            [
              -79.0,
              24.99
            ],
            [
              -79.01,
              24.97
            ],
            [
              -78.99,
              24.95
            ],
            [
              -79.0,
              24.94
            ],
            [
              -78.99,
              24.93
            ],
            [
              -78.99,
              24.91
            ],
            [
              -78.97,
              24.89
            ],
            [
              -78.97,
              24.87
            ],
            [
              -78.99,
              24.85
            ],
            [
              -78.99,
              24.84
            ],
            [
              -79.01,
              24.85
            ],
            [
              -79.02,
              24.87
            ],
            [
              -79.02,
              24.89
            ],
            [
              -79.01,
              24.9
            ],
            [
              -79.02,
              24.91
            ],
            [
              -79.09,
              24.93
            ],
            [
              -79.09,
              24.97
            ],
            [
              -79.08,
              24.99
            ],
            [
              -79.03,
              24.99
            ],
            [
              -79.02,
              25.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0552,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ed9e12dc35b69032d2e746998573629d2c2cd7af77e06c993d3e6559ef1535a"
      },
      "receipt_sha256": "9ed9e12dc35b69032d2e746998573629d2c2cd7af77e06c993d3e6559ef1535a"
    },
    {
      "storm_id": "180207",
      "lat": 24.2918,
      "lon": -79.6327,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2842.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.65,
              24.33
            ],
            [
              -79.64,
              24.32
            ],
            [
              -79.59,
              24.32
            ],
            [
              -79.59,
              24.3
            ],
            [
              -79.57,
              24.27
            ],
            [
              -79.57,
              24.25
            ],
            [
              -79.61,
              24.23
            ],
            [
              -79.7,
              24.23
            ],
            [
              -79.7,
              24.32
            ],
            [
              -79.69,
              24.31
            ],
            [
              -79.65,
              24.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0552,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ed9e12dc35b69032d2e746998573629d2c2cd7af77e06c993d3e6559ef1535a"
      },
      "receipt_sha256": "9ed9e12dc35b69032d2e746998573629d2c2cd7af77e06c993d3e6559ef1535a"
    },
    {
      "storm_id": "179594",
      "lat": 48.3875,
      "lon": -77.9085,
      "motion_east": 2.9,
      "motion_south": -3.0,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 91.0,
      "ebshear": 10.0,
      "srh01": 48.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.035
        },
        {
          "name": "alignment",
          "value": -1.5431
        },
        {
          "name": "tau",
          "value": 0.2478
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 0.24776500463485718,
      "coherence_diagnostics": {
        "tau": 0.24776500463485718,
        "grad_tau": 0.2245292216539383,
        "torsion": 0.0,
        "alignment": -1.5430725812911987,
        "S_field": 0.08694251626729965,
        "Gamma_field": 0.15724609792232513,
        "S_over_Gamma": 0.5529072880744934,
        "Da": 9.627628326416016,
        "E_coh": 0.29135316610336304,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.85,
              48.47
            ],
            [
              -77.78,
              48.47
            ],
            [
              -77.77,
              48.46
            ],
            [
              -77.77,
              48.42
            ],
            [
              -77.78,
              48.41
            ],
            [
              -77.8,
              48.41
            ],
            [
              -77.83,
              48.39
            ],
            [
              -77.87,
              48.38
            ],
            [
              -77.91,
              48.34
            ],
            [
              -77.96,
              48.34
            ],
            [
              -77.99,
              48.31
            ],
            [
              -78.03,
              48.29
            ],
            [
              -78.04,
              48.29
            ],
            [
              -78.06,
              48.31
            ],
            [
              -78.06,
              48.36
            ],
            [
              -78.05,
              48.37
            ],
            [
              -77.99,
              48.38
            ],
            [
              -77.91,
              48.42
            ],
            [
              -77.87,
              48.46
            ],
            [
              -77.85,
              48.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0544,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca18c3d513b385d24d45f077f5ead9e6143abcffe6ab51f6fb339f4109d1ca17"
      },
      "receipt_sha256": "ca18c3d513b385d24d45f077f5ead9e6143abcffe6ab51f6fb339f4109d1ca17"
    },
    {
      "storm_id": "179917",
      "lat": 24.9812,
      "lon": -79.2325,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2563.0,
      "ebshear": 7.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.27,
              25.0
            ],
            [
              -79.25,
              24.98
            ],
            [
              -79.22,
              24.98
            ],
            [
              -79.2,
              25.0
            ],
            [
              -79.19,
              24.99
            ],
            [
              -79.19,
              24.95
            ],
            [
              -79.27,
              24.95
            ],
            [
              -79.27,
              25.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0535,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2335d98220fbe70e096a810add245f88fba31550e96dd84206d40228add5b833"
      },
      "receipt_sha256": "2335d98220fbe70e096a810add245f88fba31550e96dd84206d40228add5b833"
    },
    {
      "storm_id": "180260",
      "lat": 25.047,
      "lon": -78.971,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2462.0,
      "ebshear": 7.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -78.97,
              25.08
            ],
            [
              -78.96,
              25.08
            ],
            [
              -78.94,
              25.06
            ],
            [
              -78.94,
              25.03
            ],
            [
              -78.95,
              25.02
            ],
            [
              -78.98,
              25.02
            ],
            [
              -78.99,
              25.03
            ],
            [
              -79.01,
              25.02
            ],
            [
              -79.0,
              25.05
            ],
            [
              -78.97,
              25.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0535,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2335d98220fbe70e096a810add245f88fba31550e96dd84206d40228add5b833"
      },
      "receipt_sha256": "2335d98220fbe70e096a810add245f88fba31550e96dd84206d40228add5b833"
    },
    {
      "storm_id": "180261",
      "lat": 24.7756,
      "lon": -79.1167,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2765.0,
      "ebshear": 6.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0535
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.15,
              24.82
            ],
            [
              -79.14,
              24.82
            ],
            [
              -79.14,
              24.77
            ],
            [
              -79.13,
              24.76
            ],
            [
              -79.06,
              24.76
            ],
            [
              -79.06,
              24.75
            ],
            [
              -79.07,
              24.74
            ],
            [
              -79.15,
              24.74
            ],
            [
              -79.15,
              24.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0535,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "abe77f5f4003fd2eecbb46c06a3f4f640c53442886e8c58622b0299a8dcd074e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0535,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2335d98220fbe70e096a810add245f88fba31550e96dd84206d40228add5b833"
      },
      "receipt_sha256": "2335d98220fbe70e096a810add245f88fba31550e96dd84206d40228add5b833"
    },
    {
      "storm_id": "180245",
      "lat": 42.758,
      "lon": -95.353,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1370.0,
      "ebshear": 33.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.16
        },
        {
          "name": "alignment",
          "value": 1.8201
        },
        {
          "name": "tau",
          "value": 0.5581
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 0.5581266283988953,
      "coherence_diagnostics": {
        "tau": 0.5581266283988953,
        "grad_tau": 0.006044237408787012,
        "torsion": 0.0,
        "alignment": 1.8201121091842651,
        "S_field": 0.14170560240745544,
        "Gamma_field": 1.079746127128601,
        "S_over_Gamma": 0.13123974204063416,
        "Da": 66.83576202392578,
        "E_coh": 0.010225829668343067,
        "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": [
          [
            [
              -95.39,
              42.8
            ],
            [
              -95.3,
              42.8
            ],
            [
              -95.31,
              42.78
            ],
            [
              -95.33,
              42.78
            ],
            [
              -95.35,
              42.76
            ],
            [
              -95.35,
              42.73
            ],
            [
              -95.34,
              42.72
            ],
            [
              -95.38,
              42.7
            ],
            [
              -95.39,
              42.71
            ],
            [
              -95.39,
              42.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0526,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b05db622ba6516b4bb7085b2cde4d666dc01f88be6d7584f1444dd0577685299"
      },
      "receipt_sha256": "b05db622ba6516b4bb7085b2cde4d666dc01f88be6d7584f1444dd0577685299"
    },
    {
      "storm_id": "180138",
      "lat": 48.7607,
      "lon": -77.4227,
      "motion_east": 4.9,
      "motion_south": 2.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 61.0,
      "ebshear": 11.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.785
        },
        {
          "name": "alignment",
          "value": -0.3701
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24776500463485718,
        "torsion": 0.0,
        "alignment": -0.37007904052734375,
        "S_field": 0.08641915023326874,
        "Gamma_field": 0.15724609792232513,
        "S_over_Gamma": 0.5495789647102356,
        "Da": 9.43628978729248,
        "E_coh": 0.3721558749675751,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.49,
              48.79
            ],
            [
              -77.44,
              48.79
            ],
            [
              -77.44,
              48.78
            ],
            [
              -77.42,
              48.76
            ],
            [
              -77.39,
              48.76
            ],
            [
              -77.36,
              48.78
            ],
            [
              -77.32,
              48.78
            ],
            [
              -77.32,
              48.74
            ],
            [
              -77.36,
              48.71
            ],
            [
              -77.42,
              48.71
            ],
            [
              -77.46,
              48.74
            ],
            [
              -77.47,
              48.74
            ],
            [
              -77.47,
              48.76
            ],
            [
              -77.49,
              48.78
            ],
            [
              -77.49,
              48.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0523,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9da82db2dd14a5c08f863fddedbf4e95a08985d0b645aba52c67990cc2c08e5f"
      },
      "receipt_sha256": "9da82db2dd14a5c08f863fddedbf4e95a08985d0b645aba52c67990cc2c08e5f"
    },
    {
      "storm_id": "179771",
      "lat": 47.7831,
      "lon": -78.0523,
      "motion_east": 4.9,
      "motion_south": 2.2,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 293.0,
      "ebshear": 19.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.785
        },
        {
          "name": "alignment",
          "value": -0.8175
        },
        {
          "name": "tau",
          "value": 0.4126
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.052
      },
      "coherence_score": 0.41256511211395264,
      "coherence_diagnostics": {
        "tau": 0.41256511211395264,
        "grad_tau": 0.1577821522951126,
        "torsion": 0.0,
        "alignment": -0.8175210356712341,
        "S_field": 0.09346351772546768,
        "Gamma_field": 0.1630794256925583,
        "S_over_Gamma": 0.5731165409088135,
        "Da": 9.840776443481445,
        "E_coh": 0.29226553440093994,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.91,
              47.87
            ],
            [
              -77.9,
              47.87
            ],
            [
              -77.89,
              47.85
            ],
            [
              -77.87,
              47.85
            ],
            [
              -77.87,
              47.83
            ],
            [
              -77.89,
              47.83
            ],
            [
              -77.9,
              47.82
            ],
            [
              -77.9,
              47.8
            ],
            [
              -77.88,
              47.79
            ],
            [
              -77.88,
              47.73
            ],
            [
              -77.91,
              47.72
            ],
            [
              -77.93,
              47.7
            ],
            [
              -78.03,
              47.65
            ],
            [
              -78.19,
              47.65
            ],
            [
              -78.21,
              47.67
            ],
            [
              -78.21,
              47.69
            ],
            [
              -78.2,
              47.7
            ],
            [
              -78.2,
              47.73
            ],
            [
              -78.21,
              47.75
            ],
            [
              -78.22,
              47.76
            ],
            [
              -78.25,
              47.76
            ],
            [
              -78.26,
              47.77
            ],
            [
              -78.26,
              47.82
            ],
            [
              -78.25,
              47.83
            ],
            [
              -78.24,
              47.82
            ],
            [
              -78.2,
              47.82
            ],
            [
              -78.16,
              47.8
            ],
            [
              -78.1,
              47.79
            ],
            [
              -78.05,
              47.76
            ],
            [
              -78.01,
              47.79
            ],
            [
              -78.01,
              47.82
            ],
            [
              -78.0,
              47.82
            ],
            [
              -77.98,
              47.84
            ],
            [
              -77.95,
              47.84
            ],
            [
              -77.91,
              47.87
            ]
          ]
        ]
      },
      "raw_probability": 0.052,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.052,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "139dd519868b86523fe1df48392691746600c17cfdd58d280546af1f2c2994b8"
      },
      "receipt_sha256": "139dd519868b86523fe1df48392691746600c17cfdd58d280546af1f2c2994b8"
    },
    {
      "storm_id": "180020",
      "lat": 24.1205,
      "lon": -79.6675,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2784.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0517
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.66,
              24.19
            ],
            [
              -79.65,
              24.18
            ],
            [
              -79.63,
              24.19
            ],
            [
              -79.58,
              24.19
            ],
            [
              -79.58,
              24.1
            ],
            [
              -79.6,
              24.1
            ],
            [
              -79.61,
              24.08
            ],
            [
              -79.64,
              24.07
            ],
            [
              -79.65,
              24.06
            ],
            [
              -79.64,
              24.05
            ],
            [
              -79.75,
              24.05
            ],
            [
              -79.76,
              24.06
            ],
            [
              -79.76,
              24.08
            ],
            [
              -79.74,
              24.1
            ],
            [
              -79.71,
              24.1
            ],
            [
              -79.68,
              24.13
            ],
            [
              -79.69,
              24.15
            ],
            [
              -79.68,
              24.16
            ],
            [
              -79.68,
              24.18
            ],
            [
              -79.66,
              24.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0517,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "de5ade4daec259a2c332853371d30f9fd92878c1a49cfe3fda34ccd87411d74e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0517,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "395f2ff9df19ef555207e77f73e7bf7c081f9be4eed45721d2fc21b066ebbaa0"
      },
      "receipt_sha256": "395f2ff9df19ef555207e77f73e7bf7c081f9be4eed45721d2fc21b066ebbaa0"
    },
    {
      "storm_id": "179169",
      "lat": 25.6384,
      "lon": -79.0292,
      "motion_east": 7.8,
      "motion_south": 1.7,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3252.0,
      "ebshear": 10.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.1,
              25.75
            ],
            [
              -79.04,
              25.75
            ],
            [
              -79.0,
              25.7
            ],
            [
              -78.98,
              25.69
            ],
            [
              -78.94,
              25.69
            ],
            [
              -78.93,
              25.68
            ],
            [
              -78.92,
              25.69
            ],
            [
              -78.88,
              25.67
            ],
            [
              -78.88,
              25.6
            ],
            [
              -78.92,
              25.58
            ],
            [
              -78.95,
              25.58
            ],
            [
              -79.01,
              25.61
            ],
            [
              -79.03,
              25.6
            ],
            [
              -79.03,
              25.61
            ],
            [
              -79.05,
              25.63
            ],
            [
              -79.07,
              25.61
            ],
            [
              -79.07,
              25.58
            ],
            [
              -79.08,
              25.57
            ],
            [
              -79.12,
              25.57
            ],
            [
              -79.14,
              25.55
            ],
            [
              -79.14,
              25.6
            ],
            [
              -79.12,
              25.58
            ],
            [
              -79.11,
              25.59
            ],
            [
              -79.12,
              25.73
            ],
            [
              -79.1,
              25.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0512,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d37f02c09fb5836743c469afb7f4162909d85f53f6ca94f2c5895819daa6161"
      },
      "receipt_sha256": "3d37f02c09fb5836743c469afb7f4162909d85f53f6ca94f2c5895819daa6161"
    },
    {
      "storm_id": "180240",
      "lat": 24.7833,
      "lon": -79.4838,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2667.0,
      "ebshear": 7.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.54,
              24.83
            ],
            [
              -79.53,
              24.83
            ],
            [
              -79.52,
              24.83
            ],
            [
              -79.51,
              24.82
            ],
            [
              -79.5,
              24.82
            ],
            [
              -79.49,
              24.82
            ],
            [
              -79.48,
              24.82
            ],
            [
              -79.47,
              24.82
            ],
            [
              -79.46,
              24.82
            ],
            [
              -79.46,
              24.81
            ],
            [
              -79.45,
              24.8
            ],
            [
              -79.44,
              24.79
            ],
            [
              -79.43,
              24.79
            ],
            [
              -79.42,
              24.79
            ],
            [
              -79.41,
              24.8
            ],
            [
              -79.41,
              24.79
            ],
            [
              -79.42,
              24.78
            ],
            [
              -79.43,
              24.78
            ],
            [
              -79.44,
              24.78
            ],
            [
              -79.45,
              24.78
            ],
            [
              -79.46,
              24.78
            ],
            [
              -79.47,
              24.77
            ],
            [
              -79.46,
              24.76
            ],
            [
              -79.45,
              24.76
            ],
            [
              -79.44,
              24.75
            ],
            [
              -79.45,
              24.74
            ],
            [
              -79.46,
              24.74
            ],
            [
              -79.47,
              24.75
            ],
            [
              -79.48,
              24.75
            ],
            [
              -79.49,
              24.75
            ],
            [
              -79.5,
              24.75
            ],
            [
              -79.51,
              24.75
            ],
            [
              -79.52,
              24.75
            ],
            [
              -79.53,
              24.75
            ],
            [
              -79.54,
              24.76
            ],
            [
              -79.53,
              24.76
            ],
            [
              -79.52,
              24.76
            ],
            [
              -79.51,
              24.76
            ],
            [
              -79.5,
              24.76
            ],
            [
              -79.49,
              24.76
            ],
            [
              -79.48,
              24.76
            ],
            [
              -79.47,
              24.77
            ],
            [
              -79.48,
              24.78
            ],
            [
              -79.49,
              24.79
            ],
            [
              -79.5,
              24.79
            ],
            [
              -79.51,
              24.79
            ],
            [
              -79.52,
              24.79
            ],
            [
              -79.53,
              24.79
            ],
            [
              -79.53,
              24.8
            ],
            [
              -79.53,
              24.81
            ],
            [
              -79.54,
              24.82
            ],
            [
              -79.54,
              24.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0511,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db2dff62a4e1b552018d856937dcf7c62209ebb03f2ea0010dd9e3b111228086"
      },
      "receipt_sha256": "db2dff62a4e1b552018d856937dcf7c62209ebb03f2ea0010dd9e3b111228086"
    },
    {
      "storm_id": "180264",
      "lat": 24.3788,
      "lon": -79.3275,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2865.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.35,
              24.42
            ],
            [
              -79.28,
              24.42
            ],
            [
              -79.28,
              24.35
            ],
            [
              -79.29,
              24.34
            ],
            [
              -79.36,
              24.34
            ],
            [
              -79.37,
              24.35
            ],
            [
              -79.34,
              24.39
            ],
            [
              -79.35,
              24.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0511,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db2dff62a4e1b552018d856937dcf7c62209ebb03f2ea0010dd9e3b111228086"
      },
      "receipt_sha256": "db2dff62a4e1b552018d856937dcf7c62209ebb03f2ea0010dd9e3b111228086"
    },
    {
      "storm_id": "179915",
      "lat": 28.4562,
      "lon": -84.4854,
      "motion_east": 5.1,
      "motion_south": 2.5,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3579.0,
      "ebshear": 16.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.41
        },
        {
          "name": "alignment",
          "value": 2.8808
        },
        {
          "name": "tau",
          "value": 1.8744
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 1.8743572235107422,
      "coherence_diagnostics": {
        "tau": 1.8743572235107422,
        "grad_tau": 0.3134024441242218,
        "torsion": 0.0,
        "alignment": 2.880781412124634,
        "S_field": 0.09112183004617691,
        "Gamma_field": 0.2305794209241867,
        "S_over_Gamma": 0.39518630504608154,
        "Da": 14.790121078491211,
        "E_coh": 0.40641337633132935,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.52,
              28.52
            ],
            [
              -84.48,
              28.52
            ],
            [
              -84.46,
              28.51
            ],
            [
              -84.43,
              28.48
            ],
            [
              -84.41,
              28.44
            ],
            [
              -84.42,
              28.41
            ],
            [
              -84.46,
              28.37
            ],
            [
              -84.49,
              28.37
            ],
            [
              -84.52,
              28.39
            ],
            [
              -84.52,
              28.43
            ],
            [
              -84.54,
              28.47
            ],
            [
              -84.54,
              28.5
            ],
            [
              -84.52,
              28.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0508,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "137891917aa537151b31b7538cf56bf8cb123ff7ecc25f1f6d05b07a11199521"
      },
      "receipt_sha256": "137891917aa537151b31b7538cf56bf8cb123ff7ecc25f1f6d05b07a11199521"
    },
    {
      "storm_id": "180237",
      "lat": 25.1568,
      "lon": -79.6073,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3267.0,
      "ebshear": 10.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.62,
              25.21
            ],
            [
              -79.6,
              25.21
            ],
            [
              -79.59,
              25.2
            ],
            [
              -79.57,
              25.2
            ],
            [
              -79.56,
              25.21
            ],
            [
              -79.55,
              25.2
            ],
            [
              -79.55,
              25.18
            ],
            [
              -79.54,
              25.17
            ],
            [
              -79.53,
              25.13
            ],
            [
              -79.54,
              25.12
            ],
            [
              -79.58,
              25.12
            ],
            [
              -79.59,
              25.13
            ],
            [
              -79.61,
              25.12
            ],
            [
              -79.63,
              25.13
            ],
            [
              -79.65,
              25.12
            ],
            [
              -79.67,
              25.13
            ],
            [
              -79.69,
              25.11
            ],
            [
              -79.69,
              25.13
            ],
            [
              -79.68,
              25.14
            ],
            [
              -79.66,
              25.13
            ],
            [
              -79.64,
              25.15
            ],
            [
              -79.62,
              25.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0497,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a48c96e6fc1149e681007f603b2c27c90574acb1fb6b9d12c680c265580ebefd"
      },
      "receipt_sha256": "a48c96e6fc1149e681007f603b2c27c90574acb1fb6b9d12c680c265580ebefd"
    },
    {
      "storm_id": "180113",
      "lat": 25.4755,
      "lon": -79.4591,
      "motion_east": 5.1,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3527.0,
      "ebshear": 13.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.41
        },
        {
          "name": "alignment",
          "value": -0.0049
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2967166900634766,
        "torsion": 0.0,
        "alignment": -0.00492095947265625,
        "S_field": 0.4936206042766571,
        "Gamma_field": 0.2764127850532532,
        "S_over_Gamma": 1.7858096361160278,
        "Da": 17.239418029785156,
        "E_coh": 0.9579710960388184,
        "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": [
          [
            [
              -79.45,
              25.51
            ],
            [
              -79.41,
              25.47
            ],
            [
              -79.41,
              25.45
            ],
            [
              -79.42,
              25.44
            ],
            [
              -79.49,
              25.44
            ],
            [
              -79.5,
              25.45
            ],
            [
              -79.5,
              25.47
            ],
            [
              -79.48,
              25.49
            ],
            [
              -79.48,
              25.5
            ],
            [
              -79.46,
              25.5
            ],
            [
              -79.45,
              25.51
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.048,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e7d8adfd95084621c951789e2e0734e70e2010074fb8e9ab2a9d3ec4a569205"
      },
      "receipt_sha256": "0e7d8adfd95084621c951789e2e0734e70e2010074fb8e9ab2a9d3ec4a569205"
    },
    {
      "storm_id": "180136",
      "lat": 24.615,
      "lon": -82.9021,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2726.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.66
        },
        {
          "name": "alignment",
          "value": -0.6924
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0441
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.0996086597442627,
        "torsion": 0.0,
        "alignment": -0.6924209594726562,
        "S_field": 0.4823210835456848,
        "Gamma_field": 0.26224610209465027,
        "S_over_Gamma": 1.8391926288604736,
        "Da": 16.313432693481445,
        "E_coh": 0.9200394749641418,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.93,
              24.65
            ],
            [
              -82.92,
              24.64
            ],
            [
              -82.91,
              24.64
            ],
            [
              -82.9,
              24.63
            ],
            [
              -82.89,
              24.64
            ],
            [
              -82.89,
              24.65
            ],
            [
              -82.88,
              24.65
            ],
            [
              -82.87,
              24.65
            ],
            [
              -82.87,
              24.64
            ],
            [
              -82.86,
              24.63
            ],
            [
              -82.87,
              24.62
            ],
            [
              -82.87,
              24.61
            ],
            [
              -82.87,
              24.6
            ],
            [
              -82.86,
              24.59
            ],
            [
              -82.87,
              24.58
            ],
            [
              -82.87,
              24.57
            ],
            [
              -82.88,
              24.58
            ],
            [
              -82.88,
              24.59
            ],
            [
              -82.88,
              24.6
            ],
            [
              -82.88,
              24.61
            ],
            [
              -82.89,
              24.62
            ],
            [
              -82.9,
              24.63
            ],
            [
              -82.91,
              24.63
            ],
            [
              -82.92,
              24.63
            ],
            [
              -82.93,
              24.62
            ],
            [
              -82.93,
              24.61
            ],
            [
              -82.93,
              24.6
            ],
            [
              -82.92,
              24.59
            ],
            [
              -82.92,
              24.58
            ],
            [
              -82.93,
              24.57
            ],
            [
              -82.94,
              24.58
            ],
            [
              -82.93,
              24.59
            ],
            [
              -82.93,
              24.6
            ],
            [
              -82.93,
              24.61
            ],
            [
              -82.93,
              24.62
            ],
            [
              -82.93,
              24.63
            ],
            [
              -82.93,
              24.64
            ],
            [
              -82.93,
              24.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0441,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0441,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8869e6b2fcd55959e0085ba1c8afdf238c3d80e4c0ef24b323f59a79366461a0"
      },
      "receipt_sha256": "8869e6b2fcd55959e0085ba1c8afdf238c3d80e4c0ef24b323f59a79366461a0"
    },
    {
      "storm_id": "180058",
      "lat": 26.6977,
      "lon": -83.1169,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2522.0,
      "ebshear": 9.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.535
        },
        {
          "name": "alignment",
          "value": -0.7327
        },
        {
          "name": "tau",
          "value": 1.7383
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 1.7382972240447998,
      "coherence_diagnostics": {
        "tau": 1.7382972240447998,
        "grad_tau": 0.31785014271736145,
        "torsion": 0.0,
        "alignment": -0.7327250242233276,
        "S_field": 0.9184410572052002,
        "Gamma_field": 0.20224609971046448,
        "S_over_Gamma": 4.541205406188965,
        "Da": 12.955826759338379,
        "E_coh": 0.9482517242431641,
        "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": [
          [
            [
              -83.12,
              26.73
            ],
            [
              -83.1,
              26.73
            ],
            [
              -83.08,
              26.71
            ],
            [
              -83.07,
              26.71
            ],
            [
              -83.08,
              26.7
            ],
            [
              -83.08,
              26.68
            ],
            [
              -83.1,
              26.64
            ],
            [
              -83.15,
              26.64
            ],
            [
              -83.17,
              26.67
            ],
            [
              -83.17,
              26.69
            ],
            [
              -83.15,
              26.72
            ],
            [
              -83.13,
              26.72
            ],
            [
              -83.12,
              26.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0429,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9c81f385f468f429a9ae817fa979b7cdc1309cd3e1556909da37aed68875d5a0"
      },
      "receipt_sha256": "9c81f385f468f429a9ae817fa979b7cdc1309cd3e1556909da37aed68875d5a0"
    },
    {
      "storm_id": "179459",
      "lat": 25.1244,
      "lon": -79.9244,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3241.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.035
        },
        {
          "name": "alignment",
          "value": -0.4424
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0406
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2561299800872803,
        "torsion": 0.0,
        "alignment": -0.44242095947265625,
        "S_field": 0.6353242993354797,
        "Gamma_field": 0.22891275584697723,
        "S_over_Gamma": 2.7753992080688477,
        "Da": 14.312389373779297,
        "E_coh": 0.9364593625068665,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.94,
              25.16
            ],
            [
              -79.91,
              25.16
            ],
            [
              -79.89,
              25.13
            ],
            [
              -79.89,
              25.11
            ],
            [
              -79.91,
              25.08
            ],
            [
              -79.92,
              25.09
            ],
            [
              -79.96,
              25.09
            ],
            [
              -79.96,
              25.14
            ],
            [
              -79.94,
              25.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0406,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "26d80645d2bdd3269ec6349f00f176e20e2c75ac71ee418ea9794f0c9168d99f",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0406,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "653cd63137dd881a771e7b7ec9a283c6e37a360b07094f3acfd6d3cf2f65257c"
      },
      "receipt_sha256": "653cd63137dd881a771e7b7ec9a283c6e37a360b07094f3acfd6d3cf2f65257c"
    },
    {
      "storm_id": "179642",
      "lat": 35.4989,
      "lon": -102.3156,
      "motion_east": 4.9,
      "motion_south": 2.3,
      "valid_time": "20260728_083041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 219.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.41
        },
        {
          "name": "alignment",
          "value": 0.4632
        },
        {
          "name": "tau",
          "value": 0.3135
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 0.3135085701942444,
      "coherence_diagnostics": {
        "tau": 0.3135085701942444,
        "grad_tau": 0.046184200793504715,
        "torsion": 0.0,
        "alignment": 0.46319717168807983,
        "S_field": 0.17437461018562317,
        "Gamma_field": 0.77057945728302,
        "S_over_Gamma": 0.2262902408838272,
        "Da": 47.31275939941406,
        "E_coh": 0.5379641056060791,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.34,
              35.53
            ],
            [
              -102.29,
              35.53
            ],
            [
              -102.27,
              35.51
            ],
            [
              -102.27,
              35.49
            ],
            [
              -102.3,
              35.46
            ],
            [
              -102.33,
              35.46
            ],
            [
              -102.35,
              35.47
            ],
            [
              -102.35,
              35.51
            ],
            [
              -102.34,
              35.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "50c6ec60e03178cab5fbcde5312b2d6b4e00b6eae55826e23f991843bc8de23d",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-28T08:57:03Z",
        "raw_probability": 0.0366,
        "probability": 0.000856,
        "confidence_lo": 0.00084,
        "confidence_hi": 0.000856,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e66033d08e01491164bf0bae658144d6a0737a3229740367d9833470b4d7524"
      },
      "receipt_sha256": "0e66033d08e01491164bf0bae658144d6a0737a3229740367d9833470b4d7524"
    }
  ]
}
