{
  "forecast_id": "to_fcst_20260716_1630",
  "hazard": "tornado",
  "issued_at": "2026-07-16T16:30:03Z",
  "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": 119,
  "top_probability": 0.0076,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "926963",
      "lat": 45.4153,
      "lon": -73.0818,
      "motion_east": 4.9,
      "motion_south": 8.8,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0076,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1087.0,
      "ebshear": 60.0,
      "srh01": 116.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2019
        },
        {
          "name": "alignment",
          "value": -9.4924
        },
        {
          "name": "tau",
          "value": 1.4811
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.566
      },
      "coherence_score": 1.4811112880706787,
      "coherence_diagnostics": {
        "tau": 1.4811112880706787,
        "grad_tau": 0.05252300575375557,
        "torsion": 0.0,
        "alignment": -9.492423057556152,
        "S_field": 0.7353572845458984,
        "Gamma_field": 0.2197379618883133,
        "S_over_Gamma": 3.3465189933776855,
        "Da": 11.967910766601562,
        "E_coh": 0.3183342516422272,
        "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": [
          [
            [
              -73.05,
              45.5
            ],
            [
              -73.03,
              45.49
            ],
            [
              -73.0,
              45.49
            ],
            [
              -72.96,
              45.46
            ],
            [
              -72.97,
              45.45
            ],
            [
              -72.97,
              45.41
            ],
            [
              -72.99,
              45.39
            ],
            [
              -73.09,
              45.34
            ],
            [
              -73.11,
              45.34
            ],
            [
              -73.14,
              45.32
            ],
            [
              -73.2,
              45.32
            ],
            [
              -73.2,
              45.37
            ],
            [
              -73.19,
              45.39
            ],
            [
              -73.17,
              45.4
            ],
            [
              -73.16,
              45.42
            ],
            [
              -73.11,
              45.47
            ],
            [
              -73.05,
              45.5
            ]
          ]
        ]
      },
      "raw_probability": 0.566,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0076,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "abf8b32d28b9a08c8d8bd3163db6c9694ca1caf9fc3307669ad0bda65864e21f",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.566,
        "probability": 0.007643,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007648,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "634ecead2506192719d7aa71f6ab9d85dcb1af06ed05b00e5b5e5bc98aa5c539"
      },
      "receipt_sha256": "634ecead2506192719d7aa71f6ab9d85dcb1af06ed05b00e5b5e5bc98aa5c539"
    },
    {
      "storm_id": "926476",
      "lat": 45.1529,
      "lon": -72.4653,
      "motion_east": 4.4,
      "motion_south": 9.3,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 883.0,
      "ebshear": 59.0,
      "srh01": 145.0,
      "maxllaz": 0.005,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4519
        },
        {
          "name": "alignment",
          "value": -3.4407
        },
        {
          "name": "tau",
          "value": 1.4103
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4918
      },
      "coherence_score": 1.4102731943130493,
      "coherence_diagnostics": {
        "tau": 1.4102731943130493,
        "grad_tau": 0.11245743930339813,
        "torsion": 0.0,
        "alignment": -3.4407172203063965,
        "S_field": 0.5301328897476196,
        "Gamma_field": 0.3422379791736603,
        "S_over_Gamma": 1.5490182638168335,
        "Da": 18.889259338378906,
        "E_coh": 0.2342081516981125,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.48,
              45.21
            ],
            [
              -72.44,
              45.21
            ],
            [
              -72.42,
              45.19
            ],
            [
              -72.38,
              45.17
            ],
            [
              -72.34,
              45.17
            ],
            [
              -72.32,
              45.16
            ],
            [
              -72.32,
              45.11
            ],
            [
              -72.33,
              45.1
            ],
            [
              -72.46,
              45.11
            ],
            [
              -72.49,
              45.09
            ],
            [
              -72.58,
              45.09
            ],
            [
              -72.6,
              45.1
            ],
            [
              -72.59,
              45.16
            ],
            [
              -72.58,
              45.16
            ],
            [
              -72.56,
              45.18
            ],
            [
              -72.54,
              45.18
            ],
            [
              -72.48,
              45.21
            ]
          ]
        ]
      },
      "raw_probability": 0.4918,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "515636f55a98afd5f9662c172651cc09802220eb769870aef4166a1327c28ffd",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.4918,
        "probability": 0.007038,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6649eec79a90e6384b58550e95f25a250d925260d0cf828efde18937cca54216"
      },
      "receipt_sha256": "6649eec79a90e6384b58550e95f25a250d925260d0cf828efde18937cca54216"
    },
    {
      "storm_id": "927178",
      "lat": 32.666,
      "lon": -97.877,
      "motion_east": 1.6,
      "motion_south": -9.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1591.0,
      "ebshear": 9.0,
      "srh01": 70.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7019
        },
        {
          "name": "alignment",
          "value": -7.5576
        },
        {
          "name": "tau",
          "value": 1.303
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4367
      },
      "coherence_score": 1.303002119064331,
      "coherence_diagnostics": {
        "tau": 1.303002119064331,
        "grad_tau": 0.09930937737226486,
        "torsion": 0.0,
        "alignment": -7.557553291320801,
        "S_field": 0.475637823343277,
        "Gamma_field": 0.1622379571199417,
        "S_over_Gamma": 2.931729555130005,
        "Da": 9.495253562927246,
        "E_coh": 0.8282657265663147,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.94,
              32.73
            ],
            [
              -97.9,
              32.73
            ],
            [
              -97.86,
              32.7
            ],
            [
              -97.84,
              32.66
            ],
            [
              -97.84,
              32.64
            ],
            [
              -97.81,
              32.6
            ],
            [
              -97.81,
              32.58
            ],
            [
              -97.89,
              32.62
            ],
            [
              -97.94,
              32.67
            ],
            [
              -97.94,
              32.73
            ]
          ]
        ]
      },
      "raw_probability": 0.4367,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "99c27b2ff8f10d914f799243ba56a8e4f97d8572614206adea4312676dbd074d",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.4367,
        "probability": 0.007038,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a6056337b70053f102cb756582594e9ae2b29bcd4a3cf80eb0d5618d0bbe382"
      },
      "receipt_sha256": "2a6056337b70053f102cb756582594e9ae2b29bcd4a3cf80eb0d5618d0bbe382"
    },
    {
      "storm_id": "927055",
      "lat": 43.9237,
      "lon": -71.8116,
      "motion_east": 4.7,
      "motion_south": 8.3,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 415.0,
      "ebshear": 51.0,
      "srh01": 75.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5769
        },
        {
          "name": "alignment",
          "value": -8.5201
        },
        {
          "name": "tau",
          "value": 1.1997
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4351
      },
      "coherence_score": 1.1997345685958862,
      "coherence_diagnostics": {
        "tau": 1.1997345685958862,
        "grad_tau": 0.1219463050365448,
        "torsion": 0.0,
        "alignment": -8.520126342773438,
        "S_field": 0.36253276467323303,
        "Gamma_field": 0.4747379720211029,
        "S_over_Gamma": 0.7636481523513794,
        "Da": 25.893678665161133,
        "E_coh": 0.1815086007118225,
        "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": [
          [
            [
              -71.9,
              43.97
            ],
            [
              -71.81,
              43.96
            ],
            [
              -71.79,
              43.94
            ],
            [
              -71.74,
              43.97
            ],
            [
              -71.73,
              43.96
            ],
            [
              -71.69,
              43.96
            ],
            [
              -71.68,
              43.95
            ],
            [
              -71.68,
              43.9
            ],
            [
              -71.7,
              43.88
            ],
            [
              -71.74,
              43.86
            ],
            [
              -71.8,
              43.86
            ],
            [
              -71.86,
              43.89
            ],
            [
              -71.87,
              43.88
            ],
            [
              -71.9,
              43.88
            ],
            [
              -71.91,
              43.89
            ],
            [
              -71.91,
              43.93
            ],
            [
              -71.9,
              43.94
            ],
            [
              -71.91,
              43.96
            ],
            [
              -71.9,
              43.97
            ]
          ]
        ]
      },
      "raw_probability": 0.4351,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f860a22f5182e51bbf8558c67777c0dd0d305e25bd991903f11f3c180a59cf78",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.4351,
        "probability": 0.007038,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c01fb098b1c335e3e30a16b166e2132ceca6a3d90ea595cb3adbccf402591770"
      },
      "receipt_sha256": "c01fb098b1c335e3e30a16b166e2132ceca6a3d90ea595cb3adbccf402591770"
    },
    {
      "storm_id": "927068",
      "lat": 45.0648,
      "lon": -72.0248,
      "motion_east": 4.4,
      "motion_south": 9.3,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 744.0,
      "ebshear": 59.0,
      "srh01": 153.0,
      "maxllaz": 0.007,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3269
        },
        {
          "name": "alignment",
          "value": -3.0736
        },
        {
          "name": "tau",
          "value": 1.3119
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4306
      },
      "coherence_score": 1.3118796348571777,
      "coherence_diagnostics": {
        "tau": 1.3118796348571777,
        "grad_tau": 0.138536274433136,
        "torsion": 0.0,
        "alignment": -3.0736420154571533,
        "S_field": 0.3889186978340149,
        "Gamma_field": 0.25307130813598633,
        "S_over_Gamma": 1.536794900894165,
        "Da": 13.812356948852539,
        "E_coh": 0.32719841599464417,
        "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": [
          [
            [
              -72.02,
              45.1
            ],
            [
              -72.01,
              45.09
            ],
            [
              -71.99,
              45.09
            ],
            [
              -71.98,
              45.1
            ],
            [
              -71.86,
              45.1
            ],
            [
              -71.85,
              45.09
            ],
            [
              -71.85,
              45.05
            ],
            [
              -71.87,
              45.03
            ],
            [
              -71.9,
              45.03
            ],
            [
              -71.91,
              45.02
            ],
            [
              -71.97,
              45.02
            ],
            [
              -71.98,
              45.01
            ],
            [
              -72.0,
              45.02
            ],
            [
              -72.19,
              45.01
            ],
            [
              -72.23,
              45.03
            ],
            [
              -72.23,
              45.08
            ],
            [
              -72.22,
              45.09
            ],
            [
              -72.14,
              45.09
            ],
            [
              -72.13,
              45.08
            ],
            [
              -72.1,
              45.08
            ],
            [
              -72.09,
              45.09
            ],
            [
              -72.03,
              45.09
            ],
            [
              -72.02,
              45.1
            ]
          ]
        ]
      },
      "raw_probability": 0.4306,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a9839e56cef01cba4368fef76410e0832d95ed7e3245cfb3b605ff191e146c9b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.4306,
        "probability": 0.007038,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5379d923a3d230ca76583d62659eb058f24468d027d2276b9e2bc60c4c23ca5"
      },
      "receipt_sha256": "e5379d923a3d230ca76583d62659eb058f24468d027d2276b9e2bc60c4c23ca5"
    },
    {
      "storm_id": "927317",
      "lat": 45.1057,
      "lon": -71.7479,
      "motion_east": 4.3,
      "motion_south": 8.7,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 711.0,
      "ebshear": 62.0,
      "srh01": 129.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3269
        },
        {
          "name": "alignment",
          "value": -3.0736
        },
        {
          "name": "tau",
          "value": 1.3119
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4306
      },
      "coherence_score": 1.3118796348571777,
      "coherence_diagnostics": {
        "tau": 1.3118796348571777,
        "grad_tau": 0.138536274433136,
        "torsion": 0.0,
        "alignment": -3.0736420154571533,
        "S_field": 0.3889186978340149,
        "Gamma_field": 0.25307130813598633,
        "S_over_Gamma": 1.536794900894165,
        "Da": 13.812356948852539,
        "E_coh": 0.32719841599464417,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.73,
              45.15
            ],
            [
              -71.7,
              45.15
            ],
            [
              -71.69,
              45.14
            ],
            [
              -71.69,
              45.08
            ],
            [
              -71.7,
              45.07
            ],
            [
              -71.73,
              45.07
            ],
            [
              -71.76,
              45.05
            ],
            [
              -71.8,
              45.05
            ],
            [
              -71.82,
              45.07
            ],
            [
              -71.82,
              45.1
            ],
            [
              -71.8,
              45.12
            ],
            [
              -71.76,
              45.14
            ],
            [
              -71.74,
              45.14
            ],
            [
              -71.73,
              45.15
            ]
          ]
        ]
      },
      "raw_probability": 0.4306,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a9839e56cef01cba4368fef76410e0832d95ed7e3245cfb3b605ff191e146c9b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.4306,
        "probability": 0.007038,
        "confidence_lo": 0.006911,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5379d923a3d230ca76583d62659eb058f24468d027d2276b9e2bc60c4c23ca5"
      },
      "receipt_sha256": "e5379d923a3d230ca76583d62659eb058f24468d027d2276b9e2bc60c4c23ca5"
    },
    {
      "storm_id": "927114",
      "lat": 30.8516,
      "lon": -98.9456,
      "motion_east": 1.0,
      "motion_south": -8.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.007,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1029.0,
      "ebshear": 28.0,
      "srh01": 137.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4519
        },
        {
          "name": "alignment",
          "value": -3.6023
        },
        {
          "name": "tau",
          "value": 1.4096
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.421
      },
      "coherence_score": 1.4096237421035767,
      "coherence_diagnostics": {
        "tau": 1.4096237421035767,
        "grad_tau": 0.043698471039533615,
        "torsion": 0.0,
        "alignment": -3.602322816848755,
        "S_field": 0.48439815640449524,
        "Gamma_field": 0.16140462458133698,
        "S_over_Gamma": 3.0011417865753174,
        "Da": 10.314698219299316,
        "E_coh": 0.6894083619117737,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.0,
              31.03
            ],
            [
              -98.94,
              31.03
            ],
            [
              -98.9,
              30.96
            ],
            [
              -98.91,
              30.92
            ],
            [
              -98.89,
              30.89
            ],
            [
              -98.88,
              30.83
            ],
            [
              -98.87,
              30.82
            ],
            [
              -98.87,
              30.74
            ],
            [
              -98.89,
              30.71
            ],
            [
              -98.88,
              30.65
            ],
            [
              -98.91,
              30.65
            ],
            [
              -98.93,
              30.67
            ],
            [
              -98.93,
              30.69
            ],
            [
              -98.95,
              30.73
            ],
            [
              -98.95,
              30.81
            ],
            [
              -98.96,
              30.82
            ],
            [
              -98.95,
              30.83
            ],
            [
              -98.97,
              30.86
            ],
            [
              -99.0,
              30.87
            ],
            [
              -99.02,
              30.89
            ],
            [
              -99.02,
              30.94
            ],
            [
              -99.01,
              30.95
            ],
            [
              -99.01,
              30.98
            ],
            [
              -99.0,
              30.99
            ],
            [
              -99.0,
              31.03
            ]
          ]
        ]
      },
      "raw_probability": 0.421,
      "confidence_lo": 0.006,
      "confidence_hi": 0.007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "86182def7aca4a4af2a08169ec3d46d916e12732f9c133526ddafaa433b535bf",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.421,
        "probability": 0.007032,
        "confidence_lo": 0.00603,
        "confidence_hi": 0.007039,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d50353b2c6883a4779e8cfae663ce25534c209309adbe2ddaa5c5e9b032b7f9"
      },
      "receipt_sha256": "1d50353b2c6883a4779e8cfae663ce25534c209309adbe2ddaa5c5e9b032b7f9"
    },
    {
      "storm_id": "927314",
      "lat": 45.499,
      "lon": -71.484,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0065,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 550.0,
      "ebshear": 53.0,
      "srh01": 102.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5769
        },
        {
          "name": "alignment",
          "value": -11.9674
        },
        {
          "name": "tau",
          "value": 1.3566
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4042
      },
      "coherence_score": 1.3565582036972046,
      "coherence_diagnostics": {
        "tau": 1.3565582036972046,
        "grad_tau": 0.1409040242433548,
        "torsion": 0.0,
        "alignment": -11.967416763305664,
        "S_field": 0.5716851949691772,
        "Gamma_field": 0.31140464544296265,
        "S_over_Gamma": 1.8358274698257446,
        "Da": 16.89148712158203,
        "E_coh": 0.13281865417957306,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.47,
              45.53
            ],
            [
              -71.45,
              45.52
            ],
            [
              -71.45,
              45.47
            ],
            [
              -71.46,
              45.46
            ],
            [
              -71.51,
              45.46
            ],
            [
              -71.52,
              45.47
            ],
            [
              -71.52,
              45.51
            ],
            [
              -71.51,
              45.52
            ],
            [
              -71.48,
              45.52
            ],
            [
              -71.47,
              45.53
            ]
          ]
        ]
      },
      "raw_probability": 0.4042,
      "confidence_lo": 0.006,
      "confidence_hi": 0.0065,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7e476a761ebb5319f5b76ab1339bda9e50366882b721432a601a2e3c48d549b2",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.4042,
        "probability": 0.006529,
        "confidence_lo": 0.00603,
        "confidence_hi": 0.006533,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "01b2dbea6bee1e3eefe6a1a5c8920c101eefe847dc1b4946835a8a79360e769e"
      },
      "receipt_sha256": "01b2dbea6bee1e3eefe6a1a5c8920c101eefe847dc1b4946835a8a79360e769e"
    },
    {
      "storm_id": "927254",
      "lat": 45.17,
      "lon": -74.234,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0046,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 890.0,
      "ebshear": 56.0,
      "srh01": 125.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5769
        },
        {
          "name": "alignment",
          "value": 11.5335
        },
        {
          "name": "tau",
          "value": 1.4366
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3778
      },
      "coherence_score": 1.4365754127502441,
      "coherence_diagnostics": {
        "tau": 1.4365754127502441,
        "grad_tau": 0.054140590131282806,
        "torsion": 0.0,
        "alignment": 11.53351879119873,
        "S_field": 0.6110060811042786,
        "Gamma_field": 0.47140464186668396,
        "S_over_Gamma": 1.2961392402648926,
        "Da": 25.60997200012207,
        "E_coh": 0.2124796062707901,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.26,
              45.2
            ],
            [
              -74.22,
              45.2
            ],
            [
              -74.2,
              45.18
            ],
            [
              -74.19,
              45.18
            ],
            [
              -74.2,
              45.14
            ],
            [
              -74.22,
              45.13
            ],
            [
              -74.25,
              45.13
            ],
            [
              -74.27,
              45.15
            ],
            [
              -74.27,
              45.19
            ],
            [
              -74.26,
              45.2
            ]
          ]
        ]
      },
      "raw_probability": 0.3778,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0046,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7ac82380c91658c29735f73eaae049e658bea96e21b7881f82b2076818b17a32",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3778,
        "probability": 0.004552,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.004558,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c23ffae0acb49507c463373072d0fd91b47bd0419dc1e40e012c022f47f7631b"
      },
      "receipt_sha256": "c23ffae0acb49507c463373072d0fd91b47bd0419dc1e40e012c022f47f7631b"
    },
    {
      "storm_id": "927151",
      "lat": 45.19,
      "lon": -71.2067,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 688.0,
      "ebshear": 54.0,
      "srh01": 127.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0769
        },
        {
          "name": "alignment",
          "value": -10.1433
        },
        {
          "name": "tau",
          "value": 1.2098
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3688
      },
      "coherence_score": 1.2098101377487183,
      "coherence_diagnostics": {
        "tau": 1.2098101377487183,
        "grad_tau": 0.14948387444019318,
        "torsion": 0.0,
        "alignment": -10.143255233764648,
        "S_field": 0.3794848322868347,
        "Gamma_field": 0.24640461802482605,
        "S_over_Gamma": 1.540088176727295,
        "Da": 13.0963134765625,
        "E_coh": 0.06369250267744064,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.23,
              45.22
            ],
            [
              -71.17,
              45.22
            ],
            [
              -71.16,
              45.21
            ],
            [
              -71.16,
              45.18
            ],
            [
              -71.2,
              45.15
            ],
            [
              -71.23,
              45.15
            ],
            [
              -71.24,
              45.16
            ],
            [
              -71.24,
              45.2
            ],
            [
              -71.23,
              45.22
            ]
          ]
        ]
      },
      "raw_probability": 0.3688,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1683c64fa419688aa0fbcbeec1c1d8323389e6367a3ac66ba2e86c4c700ff988",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3688,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4e144615c4a375f93f23c6dc1f3c876204127108fd712c0fd85a709f32dc5c7"
      },
      "receipt_sha256": "d4e144615c4a375f93f23c6dc1f3c876204127108fd712c0fd85a709f32dc5c7"
    },
    {
      "storm_id": "927312",
      "lat": 45.8229,
      "lon": -73.5671,
      "motion_east": 2.7,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 379.0,
      "ebshear": 41.0,
      "srh01": 155.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 155.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5769
        },
        {
          "name": "alignment",
          "value": 11.5335
        },
        {
          "name": "tau",
          "value": 1.4366
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3585
      },
      "coherence_score": 1.4365754127502441,
      "coherence_diagnostics": {
        "tau": 1.4365754127502441,
        "grad_tau": 0.054140590131282806,
        "torsion": 0.0,
        "alignment": 11.53351879119873,
        "S_field": 0.6110060811042786,
        "Gamma_field": 0.47140464186668396,
        "S_over_Gamma": 1.2961392402648926,
        "Da": 25.60997200012207,
        "E_coh": 0.2124796062707901,
        "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": [
          [
            [
              -73.6,
              45.85
            ],
            [
              -73.54,
              45.85
            ],
            [
              -73.52,
              45.83
            ],
            [
              -73.52,
              45.79
            ],
            [
              -73.59,
              45.79
            ],
            [
              -73.6,
              45.8
            ],
            [
              -73.6,
              45.85
            ]
          ]
        ]
      },
      "raw_probability": 0.3585,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d2b072259f1c6d94a592de79ef6e7b727a2054eef33d3026d42128e20885c285",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3585,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9cfcc89e7a71a7017275b00ed8f50b446e06d2ad2395c5e868c276747ea44fbe"
      },
      "receipt_sha256": "9cfcc89e7a71a7017275b00ed8f50b446e06d2ad2395c5e868c276747ea44fbe"
    },
    {
      "storm_id": "927255",
      "lat": 45.147,
      "lon": -73.477,
      "motion_east": 3.9,
      "motion_south": 4.4,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1061.0,
      "ebshear": 63.0,
      "srh01": 129.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3269
        },
        {
          "name": "alignment",
          "value": 4.546
        },
        {
          "name": "tau",
          "value": 1.4388
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3458
      },
      "coherence_score": 1.4388341903686523,
      "coherence_diagnostics": {
        "tau": 1.4388341903686523,
        "grad_tau": 0.03206830471754074,
        "torsion": 0.0,
        "alignment": 4.546009063720703,
        "S_field": 0.5314269661903381,
        "Gamma_field": 0.3080712854862213,
        "S_over_Gamma": 1.725013017654419,
        "Da": 16.582977294921875,
        "E_coh": 0.15578040480613708,
        "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": [
          [
            [
              -73.5,
              45.18
            ],
            [
              -73.44,
              45.18
            ],
            [
              -73.42,
              45.17
            ],
            [
              -73.42,
              45.12
            ],
            [
              -73.44,
              45.11
            ],
            [
              -73.51,
              45.11
            ],
            [
              -73.52,
              45.12
            ],
            [
              -73.51,
              45.13
            ],
            [
              -73.51,
              45.17
            ],
            [
              -73.5,
              45.18
            ]
          ]
        ]
      },
      "raw_probability": 0.3458,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bbde53521ea35347cd5673470a0e3ceaa9acf6278d5a54782a4dfd3cab2c0e39",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3458,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3171f813b266fff82252f974c3b039cd7c7f40763dff137725039cf196ff148f"
      },
      "receipt_sha256": "3171f813b266fff82252f974c3b039cd7c7f40763dff137725039cf196ff148f"
    },
    {
      "storm_id": "927329",
      "lat": 31.1262,
      "lon": -98.7675,
      "motion_east": 1.4,
      "motion_south": -7.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 538.0,
      "ebshear": 22.0,
      "srh01": 110.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4519
        },
        {
          "name": "alignment",
          "value": -3.6023
        },
        {
          "name": "tau",
          "value": 1.4096
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3204
      },
      "coherence_score": 1.4096237421035767,
      "coherence_diagnostics": {
        "tau": 1.4096237421035767,
        "grad_tau": 0.043698471039533615,
        "torsion": 0.0,
        "alignment": -3.602322816848755,
        "S_field": 0.48439815640449524,
        "Gamma_field": 0.16140462458133698,
        "S_over_Gamma": 3.0011417865753174,
        "Da": 10.314698219299316,
        "E_coh": 0.6894083619117737,
        "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": [
          [
            [
              -98.76,
              31.16
            ],
            [
              -98.73,
              31.14
            ],
            [
              -98.74,
              31.11
            ],
            [
              -98.76,
              31.09
            ],
            [
              -98.79,
              31.09
            ],
            [
              -98.8,
              31.11
            ],
            [
              -98.8,
              31.15
            ],
            [
              -98.76,
              31.16
            ]
          ]
        ]
      },
      "raw_probability": 0.3204,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f9799941fb0d1b7cc0b21818dd0d3b3ad7e998d88a486ed4dd57c6b5df55515b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3204,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b95a08db771aa04fc1882471a2df96257aa1f7d582c73c7f310f52103111b792"
      },
      "receipt_sha256": "b95a08db771aa04fc1882471a2df96257aa1f7d582c73c7f310f52103111b792"
    },
    {
      "storm_id": "926655",
      "lat": 32.7914,
      "lon": -98.0314,
      "motion_east": 1.6,
      "motion_south": -10.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1463.0,
      "ebshear": 9.0,
      "srh01": 52.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7019
        },
        {
          "name": "alignment",
          "value": -7.5576
        },
        {
          "name": "tau",
          "value": 1.303
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3188
      },
      "coherence_score": 1.303002119064331,
      "coherence_diagnostics": {
        "tau": 1.303002119064331,
        "grad_tau": 0.09930937737226486,
        "torsion": 0.0,
        "alignment": -7.557553291320801,
        "S_field": 0.475637823343277,
        "Gamma_field": 0.1622379571199417,
        "S_over_Gamma": 2.931729555130005,
        "Da": 9.495253562927246,
        "E_coh": 0.8282657265663147,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.02,
              32.85
            ],
            [
              -97.98,
              32.85
            ],
            [
              -97.95,
              32.83
            ],
            [
              -97.95,
              32.77
            ],
            [
              -97.96,
              32.75
            ],
            [
              -97.98,
              32.74
            ],
            [
              -98.02,
              32.74
            ],
            [
              -98.03,
              32.73
            ],
            [
              -98.12,
              32.73
            ],
            [
              -98.14,
              32.75
            ],
            [
              -98.14,
              32.81
            ],
            [
              -98.1,
              32.84
            ],
            [
              -98.03,
              32.84
            ],
            [
              -98.02,
              32.85
            ]
          ]
        ]
      },
      "raw_probability": 0.3188,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d3733e8a2d63da9481daadfb0acd59834219e8d284e004f5587153e739c20a5e",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3188,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8fdbab8b967b7b5d35f407dc5b129d436c63dfd705eed48907641f279f70b67"
      },
      "receipt_sha256": "b8fdbab8b967b7b5d35f407dc5b129d436c63dfd705eed48907641f279f70b67"
    },
    {
      "storm_id": "927298",
      "lat": 30.6411,
      "lon": -99.0767,
      "motion_east": 1.4,
      "motion_south": -7.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1708.0,
      "ebshear": 27.0,
      "srh01": 120.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0769
        },
        {
          "name": "alignment",
          "value": -1.1123
        },
        {
          "name": "tau",
          "value": 1.4302
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3172
      },
      "coherence_score": 1.4301598072052002,
      "coherence_diagnostics": {
        "tau": 1.4301598072052002,
        "grad_tau": 0.045073095709085464,
        "torsion": 0.0,
        "alignment": -1.1123172044754028,
        "S_field": 0.5057982206344604,
        "Gamma_field": 0.1780712902545929,
        "S_over_Gamma": 2.840425491333008,
        "Da": 11.318711280822754,
        "E_coh": 0.848646879196167,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.11,
              30.67
            ],
            [
              -99.05,
              30.67
            ],
            [
              -99.04,
              30.65
            ],
            [
              -99.04,
              30.62
            ],
            [
              -99.05,
              30.61
            ],
            [
              -99.09,
              30.61
            ],
            [
              -99.1,
              30.62
            ],
            [
              -99.1,
              30.65
            ],
            [
              -99.11,
              30.67
            ]
          ]
        ]
      },
      "raw_probability": 0.3172,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "75bbc0cddbd406ff991d2a965807b4f965f8035a79757c7c1d1ee742b0acef8a",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3172,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca31abe58ae2a31afea6a3b5489ec2b9205b7aa623a230e9490cbfec039ddbd8"
      },
      "receipt_sha256": "ca31abe58ae2a31afea6a3b5489ec2b9205b7aa623a230e9490cbfec039ddbd8"
    },
    {
      "storm_id": "927325",
      "lat": 45.054,
      "lon": -73.888,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 859.0,
      "ebshear": 55.0,
      "srh01": 125.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3269
        },
        {
          "name": "alignment",
          "value": 4.546
        },
        {
          "name": "tau",
          "value": 1.4388
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3169
      },
      "coherence_score": 1.4388341903686523,
      "coherence_diagnostics": {
        "tau": 1.4388341903686523,
        "grad_tau": 0.03206830471754074,
        "torsion": 0.0,
        "alignment": 4.546009063720703,
        "S_field": 0.5314269661903381,
        "Gamma_field": 0.3080712854862213,
        "S_over_Gamma": 1.725013017654419,
        "Da": 16.582977294921875,
        "E_coh": 0.15578040480613708,
        "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": [
          [
            [
              -73.93,
              45.1
            ],
            [
              -73.91,
              45.1
            ],
            [
              -73.85,
              45.07
            ],
            [
              -73.85,
              45.03
            ],
            [
              -73.83,
              45.01
            ],
            [
              -73.84,
              45.0
            ],
            [
              -73.86,
              45.0
            ],
            [
              -73.94,
              45.04
            ],
            [
              -73.94,
              45.09
            ],
            [
              -73.93,
              45.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3169,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1e8c2823e63a2988a847010ce846977a0ec7d08ec5e784cc417ebac2754d9968",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.3169,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "020fddd3411a906468229255126860ae714dca3d9dda96eefbb4708bb062b8f9"
      },
      "receipt_sha256": "020fddd3411a906468229255126860ae714dca3d9dda96eefbb4708bb062b8f9"
    },
    {
      "storm_id": "927313",
      "lat": 45.4975,
      "lon": -70.7738,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0035,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 441.0,
      "ebshear": 45.0,
      "srh01": 88.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0769
        },
        {
          "name": "alignment",
          "value": -10.1433
        },
        {
          "name": "tau",
          "value": 1.2098
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.311
      },
      "coherence_score": 1.2098101377487183,
      "coherence_diagnostics": {
        "tau": 1.2098101377487183,
        "grad_tau": 0.14948387444019318,
        "torsion": 0.0,
        "alignment": -10.143255233764648,
        "S_field": 0.3794848322868347,
        "Gamma_field": 0.24640461802482605,
        "S_over_Gamma": 1.540088176727295,
        "Da": 13.0963134765625,
        "E_coh": 0.06369250267744064,
        "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": [
          [
            [
              -70.79,
              45.56
            ],
            [
              -70.75,
              45.56
            ],
            [
              -70.73,
              45.54
            ],
            [
              -70.73,
              45.43
            ],
            [
              -70.75,
              45.4
            ],
            [
              -70.82,
              45.4
            ],
            [
              -70.83,
              45.53
            ],
            [
              -70.79,
              45.56
            ]
          ]
        ]
      },
      "raw_probability": 0.311,
      "confidence_lo": 0.0033,
      "confidence_hi": 0.0035,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "067609ce5cf7f65c3d39f2e1623e017b9780c79f3128a4dd0a249f7f3bd9416d",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.311,
        "probability": 0.003457,
        "confidence_lo": 0.003338,
        "confidence_hi": 0.003457,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c202b24d8e06a18b2f26d95b5d614e64a6b4c3ced6efc82f2c819001745fc96a"
      },
      "receipt_sha256": "c202b24d8e06a18b2f26d95b5d614e64a6b4c3ced6efc82f2c819001745fc96a"
    },
    {
      "storm_id": "926903",
      "lat": 45.246,
      "lon": -75.1,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 921.0,
      "ebshear": 59.0,
      "srh01": 124.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7019
        },
        {
          "name": "alignment",
          "value": 11.2904
        },
        {
          "name": "tau",
          "value": 1.4131
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2661
      },
      "coherence_score": 1.413067102432251,
      "coherence_diagnostics": {
        "tau": 1.413067102432251,
        "grad_tau": 0.03959313780069351,
        "torsion": 0.0,
        "alignment": 11.29037857055664,
        "S_field": 0.49056538939476013,
        "Gamma_field": 0.32557129859924316,
        "S_over_Gamma": 1.5067832469940186,
        "Da": 17.14769172668457,
        "E_coh": 0.2035781294107437,
        "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": [
          [
            [
              -75.12,
              45.27
            ],
            [
              -75.07,
              45.27
            ],
            [
              -75.07,
              45.21
            ],
            [
              -75.12,
              45.21
            ],
            [
              -75.12,
              45.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2661,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "dcb2cc3a63cf05f0f5caffb1ccef00ae27c6215526f07f1f5abe948b6c1f6835",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.2661,
        "probability": 0.002747,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002747,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd32402e601ed5990a07eeff6b282fd27c5034788e96b25084da310d73003104"
      },
      "receipt_sha256": "bd32402e601ed5990a07eeff6b282fd27c5034788e96b25084da310d73003104"
    },
    {
      "storm_id": "927251",
      "lat": 45.1827,
      "lon": -74.6127,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 807.0,
      "ebshear": 55.0,
      "srh01": 139.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7019
        },
        {
          "name": "alignment",
          "value": 11.2904
        },
        {
          "name": "tau",
          "value": 1.4131
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2661
      },
      "coherence_score": 1.413067102432251,
      "coherence_diagnostics": {
        "tau": 1.413067102432251,
        "grad_tau": 0.03959313780069351,
        "torsion": 0.0,
        "alignment": 11.29037857055664,
        "S_field": 0.49056538939476013,
        "Gamma_field": 0.32557129859924316,
        "S_over_Gamma": 1.5067832469940186,
        "Da": 17.14769172668457,
        "E_coh": 0.2035781294107437,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.64,
              45.22
            ],
            [
              -74.59,
              45.22
            ],
            [
              -74.57,
              45.2
            ],
            [
              -74.57,
              45.17
            ],
            [
              -74.58,
              45.15
            ],
            [
              -74.6,
              45.14
            ],
            [
              -74.62,
              45.14
            ],
            [
              -74.63,
              45.15
            ],
            [
              -74.65,
              45.19
            ],
            [
              -74.65,
              45.21
            ],
            [
              -74.64,
              45.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2661,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "dcb2cc3a63cf05f0f5caffb1ccef00ae27c6215526f07f1f5abe948b6c1f6835",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.2661,
        "probability": 0.002747,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002747,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd32402e601ed5990a07eeff6b282fd27c5034788e96b25084da310d73003104"
      },
      "receipt_sha256": "bd32402e601ed5990a07eeff6b282fd27c5034788e96b25084da310d73003104"
    },
    {
      "storm_id": "927316",
      "lat": 45.1095,
      "lon": -71.4421,
      "motion_east": 3.0,
      "motion_south": 1.2,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0027,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 681.0,
      "ebshear": 58.0,
      "srh01": 120.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3269
        },
        {
          "name": "alignment",
          "value": -3.0736
        },
        {
          "name": "tau",
          "value": 1.3119
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.266
      },
      "coherence_score": 1.3118796348571777,
      "coherence_diagnostics": {
        "tau": 1.3118796348571777,
        "grad_tau": 0.138536274433136,
        "torsion": 0.0,
        "alignment": -3.0736420154571533,
        "S_field": 0.3889186978340149,
        "Gamma_field": 0.25307130813598633,
        "S_over_Gamma": 1.536794900894165,
        "Da": 13.812356948852539,
        "E_coh": 0.32719841599464417,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.41,
              45.16
            ],
            [
              -71.36,
              45.16
            ],
            [
              -71.35,
              45.15
            ],
            [
              -71.35,
              45.1
            ],
            [
              -71.36,
              45.09
            ],
            [
              -71.39,
              45.09
            ],
            [
              -71.4,
              45.08
            ],
            [
              -71.45,
              45.08
            ],
            [
              -71.46,
              45.07
            ],
            [
              -71.49,
              45.07
            ],
            [
              -71.5,
              45.06
            ],
            [
              -71.52,
              45.06
            ],
            [
              -71.53,
              45.07
            ],
            [
              -71.53,
              45.11
            ],
            [
              -71.52,
              45.13
            ],
            [
              -71.48,
              45.14
            ],
            [
              -71.47,
              45.15
            ],
            [
              -71.42,
              45.15
            ],
            [
              -71.41,
              45.16
            ]
          ]
        ]
      },
      "raw_probability": 0.266,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0027,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "24b1e6421ba49ad620ea1657a0fa3e3c255b23452fbf24366aa9cdf517cbd564",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.266,
        "probability": 0.002747,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002747,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fd79e9b73a7d02c88ee42cce0e02fb3edc926f71e9ebe7fa2d2fa3a475699415"
      },
      "receipt_sha256": "fd79e9b73a7d02c88ee42cce0e02fb3edc926f71e9ebe7fa2d2fa3a475699415"
    },
    {
      "storm_id": "926828",
      "lat": 29.5978,
      "lon": -99.5867,
      "motion_east": 2.9,
      "motion_south": -5.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2612.0,
      "ebshear": 30.0,
      "srh01": 79.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3269
        },
        {
          "name": "alignment",
          "value": 0.9807
        },
        {
          "name": "tau",
          "value": 1.4472
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2373
      },
      "coherence_score": 1.4472352266311646,
      "coherence_diagnostics": {
        "tau": 1.4472352266311646,
        "grad_tau": 0.25247520208358765,
        "torsion": 0.0,
        "alignment": 0.9807247519493103,
        "S_field": 0.46787339448928833,
        "Gamma_field": 0.15307128429412842,
        "S_over_Gamma": 3.0565719604492188,
        "Da": 9.608541488647461,
        "E_coh": 0.7513685822486877,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.6,
              29.65
            ],
            [
              -99.57,
              29.65
            ],
            [
              -99.54,
              29.62
            ],
            [
              -99.54,
              29.57
            ],
            [
              -99.59,
              29.53
            ],
            [
              -99.6,
              29.53
            ],
            [
              -99.62,
              29.55
            ],
            [
              -99.62,
              29.63
            ],
            [
              -99.6,
              29.65
            ]
          ]
        ]
      },
      "raw_probability": 0.2373,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "391c6f24fdc11256d68fea3c2c3970597c0ebbccb8b63b1cdcae8af26f53e5ca",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.2373,
        "probability": 0.002636,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002636,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7b83e87c24fc918e45de9ab08f9a8640788bbdd80451d67a38625125fc433624"
      },
      "receipt_sha256": "7b83e87c24fc918e45de9ab08f9a8640788bbdd80451d67a38625125fc433624"
    },
    {
      "storm_id": "927161",
      "lat": 30.7366,
      "lon": -99.3078,
      "motion_east": 2.4,
      "motion_south": -5.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0026,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1537.0,
      "ebshear": 28.0,
      "srh01": 146.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 146.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0769
        },
        {
          "name": "alignment",
          "value": -1.1123
        },
        {
          "name": "tau",
          "value": 1.4302
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2315
      },
      "coherence_score": 1.4301598072052002,
      "coherence_diagnostics": {
        "tau": 1.4301598072052002,
        "grad_tau": 0.045073095709085464,
        "torsion": 0.0,
        "alignment": -1.1123172044754028,
        "S_field": 0.5057982206344604,
        "Gamma_field": 0.1780712902545929,
        "S_over_Gamma": 2.840425491333008,
        "Da": 11.318711280822754,
        "E_coh": 0.848646879196167,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.25,
              30.96
            ],
            [
              -99.2,
              30.96
            ],
            [
              -99.19,
              30.95
            ],
            [
              -99.18,
              30.89
            ],
            [
              -99.22,
              30.85
            ],
            [
              -99.21,
              30.84
            ],
            [
              -99.21,
              30.81
            ],
            [
              -99.22,
              30.8
            ],
            [
              -99.18,
              30.76
            ],
            [
              -99.16,
              30.76
            ],
            [
              -99.14,
              30.74
            ],
            [
              -99.14,
              30.69
            ],
            [
              -99.17,
              30.69
            ],
            [
              -99.18,
              30.68
            ],
            [
              -99.2,
              30.69
            ],
            [
              -99.22,
              30.67
            ],
            [
              -99.21,
              30.62
            ],
            [
              -99.18,
              30.59
            ],
            [
              -99.17,
              30.59
            ],
            [
              -99.17,
              30.58
            ],
            [
              -99.14,
              30.55
            ],
            [
              -99.15,
              30.52
            ],
            [
              -99.17,
              30.5
            ],
            [
              -99.21,
              30.5
            ],
            [
              -99.24,
              30.56
            ],
            [
              -99.31,
              30.56
            ],
            [
              -99.34,
              30.59
            ],
            [
              -99.36,
              30.59
            ],
            [
              -99.39,
              30.54
            ],
            [
              -99.44,
              30.54
            ],
            [
              -99.47,
              30.6
            ],
            [
              -99.52,
              30.65
            ],
            [
              -99.52,
              30.68
            ],
            [
              -99.53,
              30.69
            ],
            [
              -99.53,
              30.7
            ],
            [
              -99.5,
              30.72
            ],
            [
              -99.5,
              30.74
            ],
            [
              -99.52,
              30.75
            ],
            [
              -99.52,
              30.79
            ],
            [
              -99.47,
              30.83
            ],
            [
              -99.45,
              30.83
            ],
            [
              -99.44,
              30.84
            ],
            [
              -99.42,
              30.81
            ],
            [
              -99.42,
              30.75
            ],
            [
              -99.38,
              30.72
            ],
            [
              -99.36,
              30.73
            ],
            [
              -99.34,
              30.72
            ],
            [
              -99.32,
              30.75
            ],
            [
              -99.33,
              30.76
            ],
            [
              -99.32,
              30.78
            ],
            [
              -99.33,
              30.79
            ],
            [
              -99.32,
              30.82
            ],
            [
              -99.34,
              30.85
            ],
            [
              -99.35,
              30.9
            ],
            [
              -99.33,
              30.92
            ],
            [
              -99.29,
              30.92
            ],
            [
              -99.27,
              30.94
            ],
            [
              -99.27,
              30.95
            ],
            [
              -99.25,
              30.96
            ]
          ]
        ]
      },
      "raw_probability": 0.2315,
      "confidence_lo": 0.0025,
      "confidence_hi": 0.0026,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c639c20091db97a361543089e3dbb71aa6bfca397f79fb701451f5da2a0de836",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.2315,
        "probability": 0.002636,
        "confidence_lo": 0.002521,
        "confidence_hi": 0.002636,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6c56158c4dc250f38b8653670883f6ff6c9b0306de08a55c31d8f20f30fef00"
      },
      "receipt_sha256": "d6c56158c4dc250f38b8653670883f6ff6c9b0306de08a55c31d8f20f30fef00"
    },
    {
      "storm_id": "927264",
      "lat": 32.3971,
      "lon": -97.7714,
      "motion_east": 2.4,
      "motion_south": -3.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1970.0,
      "ebshear": 8.0,
      "srh01": 69.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7019
        },
        {
          "name": "alignment",
          "value": -7.5576
        },
        {
          "name": "tau",
          "value": 1.303
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2261
      },
      "coherence_score": 1.303002119064331,
      "coherence_diagnostics": {
        "tau": 1.303002119064331,
        "grad_tau": 0.09930937737226486,
        "torsion": 0.0,
        "alignment": -7.557553291320801,
        "S_field": 0.475637823343277,
        "Gamma_field": 0.1622379571199417,
        "S_over_Gamma": 2.931729555130005,
        "Da": 9.495253562927246,
        "E_coh": 0.8282657265663147,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.78,
              32.44
            ],
            [
              -97.75,
              32.43
            ],
            [
              -97.74,
              32.41
            ],
            [
              -97.72,
              32.42
            ],
            [
              -97.71,
              32.41
            ],
            [
              -97.71,
              32.38
            ],
            [
              -97.74,
              32.38
            ],
            [
              -97.75,
              32.37
            ],
            [
              -97.81,
              32.37
            ],
            [
              -97.83,
              32.36
            ],
            [
              -97.84,
              32.38
            ],
            [
              -97.83,
              32.39
            ],
            [
              -97.81,
              32.38
            ],
            [
              -97.78,
              32.44
            ]
          ]
        ]
      },
      "raw_probability": 0.2261,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "eb9dc4b13d40cd6fd70336c3dc4639fcab1cc96c51e76cbb99ac0fd38bd01d01",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.2261,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c44f3163ceea0689c3b38e813c3da3e09da83307ae60ce58ad3525773ed2eff2"
      },
      "receipt_sha256": "c44f3163ceea0689c3b38e813c3da3e09da83307ae60ce58ad3525773ed2eff2"
    },
    {
      "storm_id": "927319",
      "lat": 30.3089,
      "lon": -99.3579,
      "motion_east": 2.7,
      "motion_south": -6.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1871.0,
      "ebshear": 28.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0769
        },
        {
          "name": "alignment",
          "value": -1.1123
        },
        {
          "name": "tau",
          "value": 1.4302
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.217
      },
      "coherence_score": 1.4301598072052002,
      "coherence_diagnostics": {
        "tau": 1.4301598072052002,
        "grad_tau": 0.045073095709085464,
        "torsion": 0.0,
        "alignment": -1.1123172044754028,
        "S_field": 0.5057982206344604,
        "Gamma_field": 0.1780712902545929,
        "S_over_Gamma": 2.840425491333008,
        "Da": 11.318711280822754,
        "E_coh": 0.848646879196167,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.4,
              30.49
            ],
            [
              -99.36,
              30.49
            ],
            [
              -99.33,
              30.45
            ],
            [
              -99.33,
              30.4
            ],
            [
              -99.32,
              30.39
            ],
            [
              -99.31,
              30.33
            ],
            [
              -99.32,
              30.31
            ],
            [
              -99.34,
              30.3
            ],
            [
              -99.34,
              30.29
            ],
            [
              -99.32,
              30.28
            ],
            [
              -99.31,
              30.25
            ],
            [
              -99.29,
              30.23
            ],
            [
              -99.29,
              30.2
            ],
            [
              -99.32,
              30.16
            ],
            [
              -99.37,
              30.16
            ],
            [
              -99.39,
              30.17
            ],
            [
              -99.39,
              30.18
            ],
            [
              -99.41,
              30.2
            ],
            [
              -99.41,
              30.23
            ],
            [
              -99.37,
              30.25
            ],
            [
              -99.35,
              30.29
            ],
            [
              -99.35,
              30.3
            ],
            [
              -99.37,
              30.32
            ],
            [
              -99.38,
              30.32
            ],
            [
              -99.41,
              30.36
            ],
            [
              -99.42,
              30.36
            ],
            [
              -99.42,
              30.45
            ],
            [
              -99.4,
              30.49
            ]
          ]
        ]
      },
      "raw_probability": 0.217,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a0f75017a45da8129d3090d1f24417daa0961dca10f3d436044ff68ce3e6850b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.217,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "630a405f996fd903b998f8c73fc04357ccd4061623764f193eafb5383adab924"
      },
      "receipt_sha256": "630a405f996fd903b998f8c73fc04357ccd4061623764f193eafb5383adab924"
    },
    {
      "storm_id": "927257",
      "lat": 45.0811,
      "lon": -75.9533,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 768.0,
      "ebshear": 56.0,
      "srh01": 77.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8269
        },
        {
          "name": "alignment",
          "value": -0.5744
        },
        {
          "name": "tau",
          "value": 1.3161
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2058
      },
      "coherence_score": 1.316138505935669,
      "coherence_diagnostics": {
        "tau": 1.316138505935669,
        "grad_tau": 0.10689571499824524,
        "torsion": 0.0,
        "alignment": -0.574427604675293,
        "S_field": 0.43231016397476196,
        "Gamma_field": 0.3405713140964508,
        "S_over_Gamma": 1.2693675756454468,
        "Da": 18.537139892578125,
        "E_coh": 0.1939983367919922,
        "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": [
          [
            [
              -75.97,
              45.11
            ],
            [
              -75.93,
              45.11
            ],
            [
              -75.92,
              45.1
            ],
            [
              -75.92,
              45.08
            ],
            [
              -75.94,
              45.04
            ],
            [
              -75.97,
              45.04
            ],
            [
              -75.98,
              45.05
            ],
            [
              -75.98,
              45.09
            ],
            [
              -75.97,
              45.11
            ]
          ]
        ]
      },
      "raw_probability": 0.2058,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cca16e99e95d285465b25d3f428e03adc0e8aef1e1120f5c7917973abd7df6d6",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.2058,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebc2f334ef7fb20c8b86f85b22e6fcbf50080835da6e6bc8e6e2a88fae0f6d10"
      },
      "receipt_sha256": "ebc2f334ef7fb20c8b86f85b22e6fcbf50080835da6e6bc8e6e2a88fae0f6d10"
    },
    {
      "storm_id": "927311",
      "lat": 46.3491,
      "lon": -71.8818,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 555.0,
      "ebshear": 60.0,
      "srh01": 119.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0769
        },
        {
          "name": "alignment",
          "value": -4.7367
        },
        {
          "name": "tau",
          "value": 1.2356
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1881
      },
      "coherence_score": 1.2356467247009277,
      "coherence_diagnostics": {
        "tau": 1.2356467247009277,
        "grad_tau": 0.16846050322055817,
        "torsion": 0.0,
        "alignment": -4.736698150634766,
        "S_field": 0.34888073801994324,
        "Gamma_field": 0.33223795890808105,
        "S_over_Gamma": 1.0500929355621338,
        "Da": 17.92040252685547,
        "E_coh": 0.050687700510025024,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.91,
              46.39
            ],
            [
              -71.89,
              46.39
            ],
            [
              -71.88,
              46.38
            ],
            [
              -71.84,
              46.37
            ],
            [
              -71.84,
              46.31
            ],
            [
              -71.85,
              46.3
            ],
            [
              -71.87,
              46.3
            ],
            [
              -71.9,
              46.32
            ],
            [
              -71.9,
              46.34
            ],
            [
              -71.91,
              46.35
            ],
            [
              -71.91,
              46.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1881,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b294b5be528685602e8b7994d59b48f033ce1117571aec48abace1abe64081f7",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1881,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8690aa4a935dc86df11d3fab6b490d44a5125891649e0a00973b1e9fbdafd3e2"
      },
      "receipt_sha256": "8690aa4a935dc86df11d3fab6b490d44a5125891649e0a00973b1e9fbdafd3e2"
    },
    {
      "storm_id": "927307",
      "lat": 46.4344,
      "lon": -71.1222,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 427.0,
      "ebshear": 45.0,
      "srh01": 76.0,
      "maxllaz": 0.006,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2019
        },
        {
          "name": "alignment",
          "value": -5.8388
        },
        {
          "name": "tau",
          "value": 1.1223
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1783
      },
      "coherence_score": 1.1222877502441406,
      "coherence_diagnostics": {
        "tau": 1.1222877502441406,
        "grad_tau": 0.16263388097286224,
        "torsion": 0.0,
        "alignment": -5.838769912719727,
        "S_field": 0.32057344913482666,
        "Gamma_field": 0.2889046370983124,
        "S_over_Gamma": 1.1096168756484985,
        "Da": 14.95259952545166,
        "E_coh": 0.3482955992221832,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.14,
              46.46
            ],
            [
              -71.12,
              46.45
            ],
            [
              -71.11,
              46.46
            ],
            [
              -71.09,
              46.45
            ],
            [
              -71.09,
              46.41
            ],
            [
              -71.11,
              46.39
            ],
            [
              -71.15,
              46.39
            ],
            [
              -71.15,
              46.44
            ],
            [
              -71.14,
              46.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1783,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2aefc99d6b39885620b239f105ace634a231ff7defedf447d4c20c552705ed26",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1783,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15f83e8b0f0425cc05b86d6130dfa031a8312fe39c40369fc521f705f0396e0f"
      },
      "receipt_sha256": "15f83e8b0f0425cc05b86d6130dfa031a8312fe39c40369fc521f705f0396e0f"
    },
    {
      "storm_id": "927308",
      "lat": 46.4087,
      "lon": -71.3462,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 488.0,
      "ebshear": 52.0,
      "srh01": 87.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2019
        },
        {
          "name": "alignment",
          "value": -5.8388
        },
        {
          "name": "tau",
          "value": 1.1223
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1783
      },
      "coherence_score": 1.1222877502441406,
      "coherence_diagnostics": {
        "tau": 1.1222877502441406,
        "grad_tau": 0.16263388097286224,
        "torsion": 0.0,
        "alignment": -5.838769912719727,
        "S_field": 0.32057344913482666,
        "Gamma_field": 0.2889046370983124,
        "S_over_Gamma": 1.1096168756484985,
        "Da": 14.95259952545166,
        "E_coh": 0.3482955992221832,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.37,
              46.44
            ],
            [
              -71.31,
              46.44
            ],
            [
              -71.31,
              46.4
            ],
            [
              -71.33,
              46.36
            ],
            [
              -71.35,
              46.37
            ],
            [
              -71.35,
              46.39
            ],
            [
              -71.38,
              46.43
            ],
            [
              -71.37,
              46.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1783,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2aefc99d6b39885620b239f105ace634a231ff7defedf447d4c20c552705ed26",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1783,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15f83e8b0f0425cc05b86d6130dfa031a8312fe39c40369fc521f705f0396e0f"
      },
      "receipt_sha256": "15f83e8b0f0425cc05b86d6130dfa031a8312fe39c40369fc521f705f0396e0f"
    },
    {
      "storm_id": "927310",
      "lat": 46.3653,
      "lon": -71.5907,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 579.0,
      "ebshear": 60.0,
      "srh01": 120.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0769
        },
        {
          "name": "alignment",
          "value": -4.7367
        },
        {
          "name": "tau",
          "value": 1.2356
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1734
      },
      "coherence_score": 1.2356467247009277,
      "coherence_diagnostics": {
        "tau": 1.2356467247009277,
        "grad_tau": 0.16846050322055817,
        "torsion": 0.0,
        "alignment": -4.736698150634766,
        "S_field": 0.34888073801994324,
        "Gamma_field": 0.33223795890808105,
        "S_over_Gamma": 1.0500929355621338,
        "Da": 17.92040252685547,
        "E_coh": 0.050687700510025024,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.62,
              46.43
            ],
            [
              -71.6,
              46.42
            ],
            [
              -71.56,
              46.42
            ],
            [
              -71.52,
              46.4
            ],
            [
              -71.49,
              46.37
            ],
            [
              -71.49,
              46.33
            ],
            [
              -71.51,
              46.31
            ],
            [
              -71.55,
              46.29
            ],
            [
              -71.61,
              46.29
            ],
            [
              -71.63,
              46.3
            ],
            [
              -71.66,
              46.33
            ],
            [
              -71.66,
              46.36
            ],
            [
              -71.68,
              46.4
            ],
            [
              -71.66,
              46.4
            ],
            [
              -71.62,
              46.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1734,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3cff11b45c3213f965559392681329929e518a51622d3a5e7af9eedf793d82b1",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1734,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7811024104e3a4ebc785913ae628df016262547510fdfca6574aa4210a80a6a8"
      },
      "receipt_sha256": "7811024104e3a4ebc785913ae628df016262547510fdfca6574aa4210a80a6a8"
    },
    {
      "storm_id": "927331",
      "lat": 29.9544,
      "lon": -99.5867,
      "motion_east": 2.9,
      "motion_south": -5.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2098.0,
      "ebshear": 31.0,
      "srh01": 64.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3269
        },
        {
          "name": "alignment",
          "value": 0.9807
        },
        {
          "name": "tau",
          "value": 1.4472
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1708
      },
      "coherence_score": 1.4472352266311646,
      "coherence_diagnostics": {
        "tau": 1.4472352266311646,
        "grad_tau": 0.25247520208358765,
        "torsion": 0.0,
        "alignment": 0.9807247519493103,
        "S_field": 0.46787339448928833,
        "Gamma_field": 0.15307128429412842,
        "S_over_Gamma": 3.0565719604492188,
        "Da": 9.608541488647461,
        "E_coh": 0.7513685822486877,
        "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": [
          [
            [
              -99.6,
              29.99
            ],
            [
              -99.56,
              29.99
            ],
            [
              -99.55,
              29.97
            ],
            [
              -99.55,
              29.93
            ],
            [
              -99.56,
              29.91
            ],
            [
              -99.6,
              29.91
            ],
            [
              -99.63,
              29.94
            ],
            [
              -99.63,
              29.96
            ],
            [
              -99.6,
              29.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1708,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b222494898e90637fe1f082735ebf9dbe553f4d22b7e4ef8d302c9723e6c4dfd",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1708,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce57a2c839486bcad1aef841eeb7707449ea2c00dc0ad8beeb8ccd77b7d4a8e8"
      },
      "receipt_sha256": "ce57a2c839486bcad1aef841eeb7707449ea2c00dc0ad8beeb8ccd77b7d4a8e8"
    },
    {
      "storm_id": "927333",
      "lat": 29.3667,
      "lon": -99.6456,
      "motion_east": 2.4,
      "motion_south": -6.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2933.0,
      "ebshear": 29.0,
      "srh01": 89.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.9519
        },
        {
          "name": "alignment",
          "value": -0.7785
        },
        {
          "name": "tau",
          "value": 1.1022
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1668
      },
      "coherence_score": 1.1021760702133179,
      "coherence_diagnostics": {
        "tau": 1.1021760702133179,
        "grad_tau": 0.34776169061660767,
        "torsion": 0.0,
        "alignment": -0.7785175442695618,
        "S_field": 0.1400805413722992,
        "Gamma_field": 0.28140461444854736,
        "S_over_Gamma": 0.49779048562049866,
        "Da": 17.636886596679688,
        "E_coh": 0.6672500371932983,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.66,
              29.4
            ],
            [
              -99.63,
              29.4
            ],
            [
              -99.61,
              29.38
            ],
            [
              -99.61,
              29.36
            ],
            [
              -99.63,
              29.33
            ],
            [
              -99.65,
              29.32
            ],
            [
              -99.68,
              29.32
            ],
            [
              -99.68,
              29.39
            ],
            [
              -99.66,
              29.4
            ]
          ]
        ]
      },
      "raw_probability": 0.1668,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3355fbd6fc89befb4eb7dba8ee9f2aa3e45592eaa1d6cc3f0692b26b893e55ab",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1668,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9dc9ad63a6d48a6e33acbdc7ecd6773543a7963507787d6d54aca1f879133630"
      },
      "receipt_sha256": "9dc9ad63a6d48a6e33acbdc7ecd6773543a7963507787d6d54aca1f879133630"
    },
    {
      "storm_id": "927296",
      "lat": 31.4033,
      "lon": -98.7833,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 414.0,
      "ebshear": 17.0,
      "srh01": 86.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4519
        },
        {
          "name": "alignment",
          "value": -3.6023
        },
        {
          "name": "tau",
          "value": 1.4096
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1531
      },
      "coherence_score": 1.4096237421035767,
      "coherence_diagnostics": {
        "tau": 1.4096237421035767,
        "grad_tau": 0.043698471039533615,
        "torsion": 0.0,
        "alignment": -3.602322816848755,
        "S_field": 0.48439815640449524,
        "Gamma_field": 0.16140462458133698,
        "S_over_Gamma": 3.0011417865753174,
        "Da": 10.314698219299316,
        "E_coh": 0.6894083619117737,
        "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": [
          [
            [
              -98.78,
              31.45
            ],
            [
              -98.74,
              31.44
            ],
            [
              -98.74,
              31.37
            ],
            [
              -98.77,
              31.35
            ],
            [
              -98.79,
              31.35
            ],
            [
              -98.82,
              31.38
            ],
            [
              -98.82,
              31.41
            ],
            [
              -98.81,
              31.43
            ],
            [
              -98.78,
              31.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1531,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "712dce284fb7b990748d8bc6c5a3f94343ebc9faf8b3c3e8e60cfd22a862583c",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1531,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c420c88fee62598d3cd971aef94191238e3118931ee3c3326481c8d602dc2e78"
      },
      "receipt_sha256": "c420c88fee62598d3cd971aef94191238e3118931ee3c3326481c8d602dc2e78"
    },
    {
      "storm_id": "927309",
      "lat": 46.4055,
      "lon": -70.8709,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 333.0,
      "ebshear": 42.0,
      "srh01": 81.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2019
        },
        {
          "name": "alignment",
          "value": -5.8388
        },
        {
          "name": "tau",
          "value": 1.1223
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1465
      },
      "coherence_score": 1.1222877502441406,
      "coherence_diagnostics": {
        "tau": 1.1222877502441406,
        "grad_tau": 0.16263388097286224,
        "torsion": 0.0,
        "alignment": -5.838769912719727,
        "S_field": 0.32057344913482666,
        "Gamma_field": 0.2889046370983124,
        "S_over_Gamma": 1.1096168756484985,
        "Da": 14.95259952545166,
        "E_coh": 0.3482955992221832,
        "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": [
          [
            [
              -70.88,
              46.44
            ],
            [
              -70.86,
              46.44
            ],
            [
              -70.83,
              46.42
            ],
            [
              -70.83,
              46.39
            ],
            [
              -70.84,
              46.37
            ],
            [
              -70.86,
              46.36
            ],
            [
              -70.89,
              46.36
            ],
            [
              -70.91,
              46.38
            ],
            [
              -70.91,
              46.43
            ],
            [
              -70.89,
              46.43
            ],
            [
              -70.88,
              46.44
            ]
          ]
        ]
      },
      "raw_probability": 0.1465,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5fe5d84f1024537fec2b91a695667a047352cf57685e9383766ddb265501118b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1465,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0208a3cf056370fc6224aee52cc444c43c1353d29d5643f6cecba1565729e25"
      },
      "receipt_sha256": "e0208a3cf056370fc6224aee52cc444c43c1353d29d5643f6cecba1565729e25"
    },
    {
      "storm_id": "927289",
      "lat": 43.7493,
      "lon": -70.3686,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 277.0,
      "ebshear": 43.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4519
        },
        {
          "name": "alignment",
          "value": -5.988
        },
        {
          "name": "tau",
          "value": 1.0366
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1426
      },
      "coherence_score": 1.0365619659423828,
      "coherence_diagnostics": {
        "tau": 1.0365619659423828,
        "grad_tau": 0.10918331891298294,
        "torsion": 0.0,
        "alignment": -5.9879984855651855,
        "S_field": 0.22417497634887695,
        "Gamma_field": 0.16973796486854553,
        "S_over_Gamma": 1.3207120895385742,
        "Da": 9.681355476379395,
        "E_coh": 0.4775644838809967,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.37,
              43.8
            ],
            [
              -70.33,
              43.79
            ],
            [
              -70.33,
              43.76
            ],
            [
              -70.34,
              43.75
            ],
            [
              -70.34,
              43.73
            ],
            [
              -70.33,
              43.72
            ],
            [
              -70.35,
              43.72
            ],
            [
              -70.36,
              43.71
            ],
            [
              -70.4,
              43.7
            ],
            [
              -70.42,
              43.72
            ],
            [
              -70.4,
              43.75
            ],
            [
              -70.41,
              43.76
            ],
            [
              -70.41,
              43.78
            ],
            [
              -70.37,
              43.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1426,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2cf395071a5f58c9298138e63571b7cd169af17bb43bfea2a630690960744a91",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1426,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "072524172cd22081cf65587b0b06b22cf175e4451df1411a2669499b17ba707b"
      },
      "receipt_sha256": "072524172cd22081cf65587b0b06b22cf175e4451df1411a2669499b17ba707b"
    },
    {
      "storm_id": "926994",
      "lat": 43.77,
      "lon": -70.0687,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 455.0,
      "ebshear": 46.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.4519
        },
        {
          "name": "alignment",
          "value": -5.988
        },
        {
          "name": "tau",
          "value": 1.0366
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1411
      },
      "coherence_score": 1.0365619659423828,
      "coherence_diagnostics": {
        "tau": 1.0365619659423828,
        "grad_tau": 0.10918331891298294,
        "torsion": 0.0,
        "alignment": -5.9879984855651855,
        "S_field": 0.22417497634887695,
        "Gamma_field": 0.16973796486854553,
        "S_over_Gamma": 1.3207120895385742,
        "Da": 9.681355476379395,
        "E_coh": 0.4775644838809967,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.09,
              43.79
            ],
            [
              -70.05,
              43.79
            ],
            [
              -70.03,
              43.78
            ],
            [
              -70.03,
              43.77
            ],
            [
              -70.06,
              43.73
            ],
            [
              -70.1,
              43.73
            ],
            [
              -70.1,
              43.78
            ],
            [
              -70.09,
              43.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1411,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f494b086ab52ef56afdaa408227247a9b6abf2cc16fa2229ac4f5a5f1e8fc238",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1411,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0d53b11c0403747d484ceef59a13acd1377b1aec5ef5ac90c14525e15bb0a8f"
      },
      "receipt_sha256": "e0d53b11c0403747d484ceef59a13acd1377b1aec5ef5ac90c14525e15bb0a8f"
    },
    {
      "storm_id": "927299",
      "lat": 30.362,
      "lon": -99.123,
      "motion_east": 2.7,
      "motion_south": -5.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1958.0,
      "ebshear": 33.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0769
        },
        {
          "name": "alignment",
          "value": -1.1123
        },
        {
          "name": "tau",
          "value": 1.4302
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1231
      },
      "coherence_score": 1.4301598072052002,
      "coherence_diagnostics": {
        "tau": 1.4301598072052002,
        "grad_tau": 0.045073095709085464,
        "torsion": 0.0,
        "alignment": -1.1123172044754028,
        "S_field": 0.5057982206344604,
        "Gamma_field": 0.1780712902545929,
        "S_over_Gamma": 2.840425491333008,
        "Da": 11.318711280822754,
        "E_coh": 0.848646879196167,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.13,
              30.41
            ],
            [
              -99.08,
              30.41
            ],
            [
              -99.08,
              30.32
            ],
            [
              -99.09,
              30.31
            ],
            [
              -99.14,
              30.31
            ],
            [
              -99.15,
              30.32
            ],
            [
              -99.15,
              30.36
            ],
            [
              -99.14,
              30.37
            ],
            [
              -99.14,
              30.4
            ],
            [
              -99.13,
              30.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1231,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "710507080f8f7d351cc9dd8df69ffe49e94bdcc91d8caf03c847c49a480b5e80",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1231,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96b5056247e22095ea5f4ca84159a07daf0b442004bb2642aa08587a67e32d08"
      },
      "receipt_sha256": "96b5056247e22095ea5f4ca84159a07daf0b442004bb2642aa08587a67e32d08"
    },
    {
      "storm_id": "926663",
      "lat": 45.1381,
      "lon": -118.6356,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 467.0,
      "ebshear": 36.0,
      "srh01": 109.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0769
        },
        {
          "name": "alignment",
          "value": 0.1765
        },
        {
          "name": "tau",
          "value": 0.9974
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1179
      },
      "coherence_score": 0.99739670753479,
      "coherence_diagnostics": {
        "tau": 0.99739670753479,
        "grad_tau": 0.09446237236261368,
        "torsion": 0.0,
        "alignment": 0.17650029063224792,
        "S_field": 0.24517641961574554,
        "Gamma_field": 0.16973796486854553,
        "S_over_Gamma": 1.4444407224655151,
        "Da": 9.977326393127441,
        "E_coh": 0.31482183933258057,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.7,
              45.19
            ],
            [
              -118.69,
              45.19
            ],
            [
              -118.68,
              45.19
            ],
            [
              -118.67,
              45.18
            ],
            [
              -118.66,
              45.18
            ],
            [
              -118.66,
              45.17
            ],
            [
              -118.65,
              45.16
            ],
            [
              -118.64,
              45.15
            ],
            [
              -118.64,
              45.14
            ],
            [
              -118.63,
              45.13
            ],
            [
              -118.62,
              45.13
            ],
            [
              -118.61,
              45.13
            ],
            [
              -118.6,
              45.14
            ],
            [
              -118.6,
              45.15
            ],
            [
              -118.59,
              45.16
            ],
            [
              -118.59,
              45.17
            ],
            [
              -118.58,
              45.18
            ],
            [
              -118.57,
              45.19
            ],
            [
              -118.56,
              45.19
            ],
            [
              -118.55,
              45.19
            ],
            [
              -118.54,
              45.19
            ],
            [
              -118.53,
              45.19
            ],
            [
              -118.52,
              45.18
            ],
            [
              -118.52,
              45.17
            ],
            [
              -118.52,
              45.16
            ],
            [
              -118.52,
              45.15
            ],
            [
              -118.53,
              45.14
            ],
            [
              -118.53,
              45.13
            ],
            [
              -118.54,
              45.12
            ],
            [
              -118.54,
              45.11
            ],
            [
              -118.55,
              45.11
            ],
            [
              -118.56,
              45.1
            ],
            [
              -118.57,
              45.1
            ],
            [
              -118.58,
              45.1
            ],
            [
              -118.59,
              45.1
            ],
            [
              -118.6,
              45.1
            ],
            [
              -118.61,
              45.11
            ],
            [
              -118.61,
              45.12
            ],
            [
              -118.62,
              45.13
            ],
            [
              -118.63,
              45.13
            ],
            [
              -118.64,
              45.12
            ],
            [
              -118.64,
              45.11
            ],
            [
              -118.65,
              45.1
            ],
            [
              -118.66,
              45.09
            ],
            [
              -118.67,
              45.09
            ],
            [
              -118.68,
              45.09
            ],
            [
              -118.69,
              45.08
            ],
            [
              -118.7,
              45.08
            ],
            [
              -118.71,
              45.08
            ],
            [
              -118.72,
              45.09
            ],
            [
              -118.73,
              45.09
            ],
            [
              -118.74,
              45.1
            ],
            [
              -118.75,
              45.1
            ],
            [
              -118.75,
              45.11
            ],
            [
              -118.76,
              45.12
            ],
            [
              -118.76,
              45.13
            ],
            [
              -118.75,
              45.14
            ],
            [
              -118.74,
              45.15
            ],
            [
              -118.74,
              45.16
            ],
            [
              -118.73,
              45.17
            ],
            [
              -118.72,
              45.18
            ],
            [
              -118.71,
              45.18
            ],
            [
              -118.7,
              45.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1179,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4c5a47bdfd94a18643a24967f0b7980568f18f699a198fafdb36580ea6c55f7a",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1179,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4bee5c4cf172428e18a1e940933a80435fe7d555f54c599162125c13226c591"
      },
      "receipt_sha256": "d4bee5c4cf172428e18a1e940933a80435fe7d555f54c599162125c13226c591"
    },
    {
      "storm_id": "926548",
      "lat": 49.5773,
      "lon": -98.1124,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 40.0,
      "ebshear": 21.0,
      "srh01": 122.0,
      "maxllaz": 0.012,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0769
        },
        {
          "name": "alignment",
          "value": -2.8422
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.012
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1145
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.32015419006347656,
        "torsion": 0.0,
        "alignment": -2.8422088623046875,
        "S_field": 0.20659828186035156,
        "Gamma_field": 0.17890462279319763,
        "S_over_Gamma": 1.1547956466674805,
        "Da": 11.25588607788086,
        "E_coh": 0.3232090175151825,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.92,
              49.69
            ],
            [
              -97.88,
              49.69
            ],
            [
              -97.88,
              49.65
            ],
            [
              -97.92,
              49.61
            ],
            [
              -97.91,
              49.59
            ],
            [
              -97.92,
              49.55
            ],
            [
              -97.95,
              49.52
            ],
            [
              -97.99,
              49.51
            ],
            [
              -98.05,
              49.47
            ],
            [
              -98.09,
              49.47
            ],
            [
              -98.11,
              49.49
            ],
            [
              -98.11,
              49.5
            ],
            [
              -98.18,
              49.57
            ],
            [
              -98.2,
              49.53
            ],
            [
              -98.23,
              49.5
            ],
            [
              -98.3,
              49.5
            ],
            [
              -98.31,
              49.51
            ],
            [
              -98.35,
              49.51
            ],
            [
              -98.36,
              49.52
            ],
            [
              -98.36,
              49.55
            ],
            [
              -98.35,
              49.56
            ],
            [
              -98.32,
              49.56
            ],
            [
              -98.29,
              49.59
            ],
            [
              -98.25,
              49.6
            ],
            [
              -98.22,
              49.62
            ],
            [
              -98.14,
              49.62
            ],
            [
              -98.13,
              49.63
            ],
            [
              -98.11,
              49.63
            ],
            [
              -98.05,
              49.66
            ],
            [
              -98.04,
              49.65
            ],
            [
              -97.95,
              49.64
            ],
            [
              -97.92,
              49.67
            ],
            [
              -97.92,
              49.69
            ]
          ]
        ]
      },
      "raw_probability": 0.1145,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "5d10cc00674ffe00314d834a411840b5a19b25306d19ce68b7b921f786ca81c3",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1145,
        "probability": 0.00216,
        "confidence_lo": 0.002127,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b73a949b8a8b0947d42b21af1d8b9509cce8440ea7b2506243c60ea47e0467b1"
      },
      "receipt_sha256": "b73a949b8a8b0947d42b21af1d8b9509cce8440ea7b2506243c60ea47e0467b1"
    },
    {
      "storm_id": "927332",
      "lat": 29.622,
      "lon": -100.204,
      "motion_east": 2.9,
      "motion_south": -4.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2178.0,
      "ebshear": 28.0,
      "srh01": 84.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.9519
        },
        {
          "name": "alignment",
          "value": -0.7785
        },
        {
          "name": "tau",
          "value": 1.1022
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1128
      },
      "coherence_score": 1.1021760702133179,
      "coherence_diagnostics": {
        "tau": 1.1021760702133179,
        "grad_tau": 0.34776169061660767,
        "torsion": 0.0,
        "alignment": -0.7785175442695618,
        "S_field": 0.1400805413722992,
        "Gamma_field": 0.28140461444854736,
        "S_over_Gamma": 0.49779048562049866,
        "Da": 17.636886596679688,
        "E_coh": 0.6672500371932983,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.24,
              29.66
            ],
            [
              -100.2,
              29.66
            ],
            [
              -100.18,
              29.65
            ],
            [
              -100.16,
              29.63
            ],
            [
              -100.16,
              29.59
            ],
            [
              -100.17,
              29.58
            ],
            [
              -100.21,
              29.58
            ],
            [
              -100.23,
              29.59
            ],
            [
              -100.25,
              29.62
            ],
            [
              -100.24,
              29.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1128,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "9cd31be4c4eff0f248661c0f4e69606e2add17f14d9490dd40612944df0855ee",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1128,
        "probability": 0.002159,
        "confidence_lo": 0.002096,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfbefcb3e641e29b4d838ab856a09dd2102708eca5028d822768a0d845fb5e82"
      },
      "receipt_sha256": "bfbefcb3e641e29b4d838ab856a09dd2102708eca5028d822768a0d845fb5e82"
    },
    {
      "storm_id": "927117",
      "lat": 29.8333,
      "lon": -100.4856,
      "motion_east": 2.9,
      "motion_south": -4.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1335.0,
      "ebshear": 21.0,
      "srh01": 102.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.9519
        },
        {
          "name": "alignment",
          "value": -0.7785
        },
        {
          "name": "tau",
          "value": 1.1022
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1117
      },
      "coherence_score": 1.1021760702133179,
      "coherence_diagnostics": {
        "tau": 1.1021760702133179,
        "grad_tau": 0.34776169061660767,
        "torsion": 0.0,
        "alignment": -0.7785175442695618,
        "S_field": 0.1400805413722992,
        "Gamma_field": 0.28140461444854736,
        "S_over_Gamma": 0.49779048562049866,
        "Da": 17.636886596679688,
        "E_coh": 0.6672500371932983,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.51,
              29.86
            ],
            [
              -100.47,
              29.86
            ],
            [
              -100.44,
              29.83
            ],
            [
              -100.43,
              29.83
            ],
            [
              -100.47,
              29.8
            ],
            [
              -100.5,
              29.79
            ],
            [
              -100.52,
              29.82
            ],
            [
              -100.52,
              29.85
            ],
            [
              -100.51,
              29.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1117,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a9d44ea9ae2913379495efec087d81e249ec2a5b2809990724e0ff6b6e8c58cf",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1117,
        "probability": 0.002159,
        "confidence_lo": 0.002096,
        "confidence_hi": 0.00216,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f71018adfd0188b0a9b2a50246204d95edab563bf6cd7e43c6e8c3e7a6d56805"
      },
      "receipt_sha256": "f71018adfd0188b0a9b2a50246204d95edab563bf6cd7e43c6e8c3e7a6d56805"
    },
    {
      "storm_id": "927302",
      "lat": 49.6814,
      "lon": -97.2257,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 63.0,
      "ebshear": 24.0,
      "srh01": 133.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3269
        },
        {
          "name": "alignment",
          "value": -3.4672
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1039
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3795034885406494,
        "torsion": 0.0,
        "alignment": -3.4672088623046875,
        "S_field": 0.2130707949399948,
        "Gamma_field": 0.19473795592784882,
        "S_over_Gamma": 1.0941411256790161,
        "Da": 12.335346221923828,
        "E_coh": 0.4073329567909241,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.22,
              49.71
            ],
            [
              -97.2,
              49.69
            ],
            [
              -97.2,
              49.66
            ],
            [
              -97.22,
              49.64
            ],
            [
              -97.26,
              49.66
            ],
            [
              -97.26,
              49.7
            ],
            [
              -97.22,
              49.71
            ]
          ]
        ]
      },
      "raw_probability": 0.1039,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "00381746a103893011ac1700f7c2975a58d2bd84869e9ce5f8e98109da22740a",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1039,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4abb98884fe579a2645df376e395fdb40bd21caf96ec03365c98085bf6b7e82"
      },
      "receipt_sha256": "f4abb98884fe579a2645df376e395fdb40bd21caf96ec03365c98085bf6b7e82"
    },
    {
      "storm_id": "927203",
      "lat": 46.8278,
      "lon": -70.9896,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 388.0,
      "ebshear": 43.0,
      "srh01": 85.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.4519
        },
        {
          "name": "alignment",
          "value": -3.6154
        },
        {
          "name": "tau",
          "value": 0.9964
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1035
      },
      "coherence_score": 0.9963638782501221,
      "coherence_diagnostics": {
        "tau": 0.9963638782501221,
        "grad_tau": 0.20500853657722473,
        "torsion": 0.0,
        "alignment": -3.6154332160949707,
        "S_field": 0.3685910999774933,
        "Gamma_field": 0.29057130217552185,
        "S_over_Gamma": 1.2685048580169678,
        "Da": 15.581785202026367,
        "E_coh": 0.37310677766799927,
        "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": [
          [
            [
              -70.95,
              46.9
            ],
            [
              -70.91,
              46.9
            ],
            [
              -70.87,
              46.88
            ],
            [
              -70.88,
              46.82
            ],
            [
              -70.9,
              46.81
            ],
            [
              -70.91,
              46.82
            ],
            [
              -70.93,
              46.82
            ],
            [
              -70.94,
              46.81
            ],
            [
              -70.98,
              46.81
            ],
            [
              -70.99,
              46.8
            ],
            [
              -70.99,
              46.78
            ],
            [
              -70.98,
              46.77
            ],
            [
              -70.99,
              46.75
            ],
            [
              -71.01,
              46.75
            ],
            [
              -71.05,
              46.78
            ],
            [
              -71.08,
              46.78
            ],
            [
              -71.1,
              46.8
            ],
            [
              -71.1,
              46.84
            ],
            [
              -71.11,
              46.85
            ],
            [
              -71.09,
              46.86
            ],
            [
              -71.05,
              46.86
            ],
            [
              -71.03,
              46.84
            ],
            [
              -71.01,
              46.84
            ],
            [
              -71.0,
              46.83
            ],
            [
              -70.96,
              46.86
            ],
            [
              -70.96,
              46.89
            ],
            [
              -70.95,
              46.9
            ]
          ]
        ]
      },
      "raw_probability": 0.1035,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c94fb00a9d789c646b13b1cdd6177b7ec8b629e5aa0d133872ef069f88343cff",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1035,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42f39a115ec5af64abe353f5491a4bda3fc6a15bc2d40f6319cee7fd87c7ee2b"
      },
      "receipt_sha256": "42f39a115ec5af64abe353f5491a4bda3fc6a15bc2d40f6319cee7fd87c7ee2b"
    },
    {
      "storm_id": "927246",
      "lat": 46.9267,
      "lon": -70.6722,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 365.0,
      "ebshear": 39.0,
      "srh01": 84.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.4519
        },
        {
          "name": "alignment",
          "value": -3.6154
        },
        {
          "name": "tau",
          "value": 0.9964
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1035
      },
      "coherence_score": 0.9963638782501221,
      "coherence_diagnostics": {
        "tau": 0.9963638782501221,
        "grad_tau": 0.20500853657722473,
        "torsion": 0.0,
        "alignment": -3.6154332160949707,
        "S_field": 0.3685910999774933,
        "Gamma_field": 0.29057130217552185,
        "S_over_Gamma": 1.2685048580169678,
        "Da": 15.581785202026367,
        "E_coh": 0.37310677766799927,
        "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": [
          [
            [
              -70.69,
              46.96
            ],
            [
              -70.65,
              46.96
            ],
            [
              -70.63,
              46.94
            ],
            [
              -70.63,
              46.9
            ],
            [
              -70.64,
              46.89
            ],
            [
              -70.7,
              46.89
            ],
            [
              -70.71,
              46.9
            ],
            [
              -70.71,
              46.94
            ],
            [
              -70.69,
              46.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1035,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c94fb00a9d789c646b13b1cdd6177b7ec8b629e5aa0d133872ef069f88343cff",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.1035,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42f39a115ec5af64abe353f5491a4bda3fc6a15bc2d40f6319cee7fd87c7ee2b"
      },
      "receipt_sha256": "42f39a115ec5af64abe353f5491a4bda3fc6a15bc2d40f6319cee7fd87c7ee2b"
    },
    {
      "storm_id": "927043",
      "lat": 49.5007,
      "lon": -97.2653,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 108.0,
      "ebshear": 28.0,
      "srh01": 162.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3269
        },
        {
          "name": "alignment",
          "value": -3.4672
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.098
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3795034885406494,
        "torsion": 0.0,
        "alignment": -3.4672088623046875,
        "S_field": 0.2130707949399948,
        "Gamma_field": 0.19473795592784882,
        "S_over_Gamma": 1.0941411256790161,
        "Da": 12.335346221923828,
        "E_coh": 0.4073329567909241,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.29,
              49.56
            ],
            [
              -97.23,
              49.56
            ],
            [
              -97.22,
              49.55
            ],
            [
              -97.22,
              49.52
            ],
            [
              -97.21,
              49.51
            ],
            [
              -97.22,
              49.5
            ],
            [
              -97.22,
              49.48
            ],
            [
              -97.25,
              49.45
            ],
            [
              -97.25,
              49.44
            ],
            [
              -97.27,
              49.43
            ],
            [
              -97.3,
              49.43
            ],
            [
              -97.34,
              49.48
            ],
            [
              -97.34,
              49.51
            ],
            [
              -97.33,
              49.53
            ],
            [
              -97.29,
              49.56
            ]
          ]
        ]
      },
      "raw_probability": 0.098,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b0729433b057422f2af75d478d6036d225cafef14dc0ba278f13141a1663dc06",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.098,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07594bdaa2da5bce581dc667ac8db334c344f613ed8571df74672158417f76ad"
      },
      "receipt_sha256": "07594bdaa2da5bce581dc667ac8db334c344f613ed8571df74672158417f76ad"
    },
    {
      "storm_id": "927008",
      "lat": 50.0352,
      "lon": -97.3696,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0016,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 25.0,
      "ebshear": 23.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3269
        },
        {
          "name": "alignment",
          "value": -3.4672
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.097
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3795034885406494,
        "torsion": 0.0,
        "alignment": -3.4672088623046875,
        "S_field": 0.2130707949399948,
        "Gamma_field": 0.19473795592784882,
        "S_over_Gamma": 1.0941411256790161,
        "Da": 12.335346221923828,
        "E_coh": 0.4073329567909241,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.18,
              50.17
            ],
            [
              -97.14,
              50.17
            ],
            [
              -97.14,
              50.16
            ],
            [
              -97.12,
              50.14
            ],
            [
              -97.12,
              50.13
            ],
            [
              -97.14,
              50.13
            ],
            [
              -97.16,
              50.11
            ],
            [
              -97.15,
              50.09
            ],
            [
              -97.12,
              50.09
            ],
            [
              -97.08,
              50.06
            ],
            [
              -97.07,
              50.07
            ],
            [
              -97.02,
              50.07
            ],
            [
              -96.98,
              50.04
            ],
            [
              -96.98,
              50.01
            ],
            [
              -97.03,
              49.97
            ],
            [
              -97.06,
              49.97
            ],
            [
              -97.1,
              50.0
            ],
            [
              -97.2,
              50.0
            ],
            [
              -97.22,
              49.99
            ],
            [
              -97.24,
              49.96
            ],
            [
              -97.27,
              49.96
            ],
            [
              -97.28,
              49.95
            ],
            [
              -97.35,
              49.95
            ],
            [
              -97.36,
              49.94
            ],
            [
              -97.43,
              49.94
            ],
            [
              -97.44,
              49.93
            ],
            [
              -97.46,
              49.93
            ],
            [
              -97.49,
              49.9
            ],
            [
              -97.51,
              49.9
            ],
            [
              -97.52,
              49.89
            ],
            [
              -97.65,
              49.89
            ],
            [
              -97.69,
              49.91
            ],
            [
              -97.68,
              49.92
            ],
            [
              -97.7,
              49.94
            ],
            [
              -97.73,
              49.95
            ],
            [
              -97.76,
              49.98
            ],
            [
              -97.76,
              50.0
            ],
            [
              -97.77,
              50.01
            ],
            [
              -97.77,
              50.03
            ],
            [
              -97.73,
              50.06
            ],
            [
              -97.7,
              50.06
            ],
            [
              -97.69,
              50.07
            ],
            [
              -97.68,
              50.06
            ],
            [
              -97.66,
              50.06
            ],
            [
              -97.65,
              50.07
            ],
            [
              -97.55,
              50.07
            ],
            [
              -97.49,
              50.1
            ],
            [
              -97.45,
              50.1
            ],
            [
              -97.44,
              50.11
            ],
            [
              -97.34,
              50.11
            ],
            [
              -97.33,
              50.12
            ],
            [
              -97.3,
              50.12
            ],
            [
              -97.26,
              50.14
            ],
            [
              -97.2,
              50.14
            ],
            [
              -97.18,
              50.16
            ],
            [
              -97.18,
              50.17
            ]
          ]
        ]
      },
      "raw_probability": 0.097,
      "confidence_lo": 0.0015,
      "confidence_hi": 0.0016,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4f5c53ad6fbd65a01724d0626d167bf31f7cde792ff746ce6b81c155976332ee",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.097,
        "probability": 0.001624,
        "confidence_lo": 0.001462,
        "confidence_hi": 0.001625,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c118a274c4887e844df05c7a2d5b638f157b497079edd544ad1dad1e07af8dd"
      },
      "receipt_sha256": "6c118a274c4887e844df05c7a2d5b638f157b497079edd544ad1dad1e07af8dd"
    },
    {
      "storm_id": "926817",
      "lat": 48.9727,
      "lon": -96.5095,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 72.0,
      "ebshear": 30.0,
      "srh01": 136.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7019
        },
        {
          "name": "alignment",
          "value": -1.9047
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0909
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.429335355758667,
        "torsion": 0.0,
        "alignment": -1.9047088623046875,
        "S_field": 0.2654138207435608,
        "Gamma_field": 0.19057129323482513,
        "S_over_Gamma": 1.3927271366119385,
        "Da": 12.21146011352539,
        "E_coh": 0.5441809296607971,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.59,
              49.06
            ],
            [
              -96.54,
              49.06
            ],
            [
              -96.5,
              49.03
            ],
            [
              -96.46,
              49.03
            ],
            [
              -96.45,
              49.02
            ],
            [
              -96.44,
              49.03
            ],
            [
              -96.42,
              49.03
            ],
            [
              -96.41,
              49.02
            ],
            [
              -96.4,
              48.96
            ],
            [
              -96.42,
              48.95
            ],
            [
              -96.46,
              48.95
            ],
            [
              -96.48,
              48.93
            ],
            [
              -96.47,
              48.91
            ],
            [
              -96.48,
              48.91
            ],
            [
              -96.51,
              48.87
            ],
            [
              -96.57,
              48.87
            ],
            [
              -96.58,
              48.88
            ],
            [
              -96.6,
              48.88
            ],
            [
              -96.6,
              48.94
            ],
            [
              -96.62,
              48.98
            ],
            [
              -96.62,
              49.03
            ],
            [
              -96.59,
              49.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0909,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "9194f3223788d89e303762bab8fdf44fb3f3b229c14e18288d530149e4060e29",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0909,
        "probability": 0.001439,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85c08465da072cfcf17e193d28f7ef47d0ba125ae9228e412c1e38d7426a5b4f"
      },
      "receipt_sha256": "85c08465da072cfcf17e193d28f7ef47d0ba125ae9228e412c1e38d7426a5b4f"
    },
    {
      "storm_id": "927303",
      "lat": 48.7335,
      "lon": -95.8153,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 87.0,
      "ebshear": 20.0,
      "srh01": 71.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.4519
        },
        {
          "name": "alignment",
          "value": -0.4735
        },
        {
          "name": "tau",
          "value": 0.4176
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0876
      },
      "coherence_score": 0.41758614778518677,
      "coherence_diagnostics": {
        "tau": 0.41758614778518677,
        "grad_tau": 0.34358876943588257,
        "torsion": 0.0,
        "alignment": -0.47351884841918945,
        "S_field": 0.22617098689079285,
        "Gamma_field": 0.16557128727436066,
        "S_over_Gamma": 1.3660036325454712,
        "Da": 10.713595390319824,
        "E_coh": 0.3247618079185486,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.86,
              48.77
            ],
            [
              -95.85,
              48.76
            ],
            [
              -95.84,
              48.77
            ],
            [
              -95.79,
              48.77
            ],
            [
              -95.78,
              48.76
            ],
            [
              -95.76,
              48.76
            ],
            [
              -95.77,
              48.74
            ],
            [
              -95.76,
              48.73
            ],
            [
              -95.77,
              48.72
            ],
            [
              -95.76,
              48.71
            ],
            [
              -95.76,
              48.69
            ],
            [
              -95.82,
              48.66
            ],
            [
              -95.86,
              48.67
            ],
            [
              -95.88,
              48.71
            ],
            [
              -95.87,
              48.72
            ],
            [
              -95.87,
              48.76
            ],
            [
              -95.86,
              48.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0876,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "71b59b001093f42c169a87e3e2e49f01aeadaf08cd4e0c18d88c10b0f0f2d4c7",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0876,
        "probability": 0.001439,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4f9664400b8bbe3d4c3e39fa5b451d06238dbb6f9567a1a647f43d98a1dcf66"
      },
      "receipt_sha256": "f4f9664400b8bbe3d4c3e39fa5b451d06238dbb6f9567a1a647f43d98a1dcf66"
    },
    {
      "storm_id": "927200",
      "lat": 49.701,
      "lon": -97.399,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 29.0,
      "ebshear": 14.0,
      "srh01": 125.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 125.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3269
        },
        {
          "name": "alignment",
          "value": -3.4672
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0872
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3795034885406494,
        "torsion": 0.0,
        "alignment": -3.4672088623046875,
        "S_field": 0.2130707949399948,
        "Gamma_field": 0.19473795592784882,
        "S_over_Gamma": 1.0941411256790161,
        "Da": 12.335346221923828,
        "E_coh": 0.4073329567909241,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.43,
              49.74
            ],
            [
              -97.35,
              49.74
            ],
            [
              -97.33,
              49.72
            ],
            [
              -97.33,
              49.68
            ],
            [
              -97.39,
              49.67
            ],
            [
              -97.4,
              49.66
            ],
            [
              -97.43,
              49.66
            ],
            [
              -97.45,
              49.68
            ],
            [
              -97.45,
              49.72
            ],
            [
              -97.43,
              49.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0872,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0872,
        "probability": 0.001439,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5da3277e3f3198c0814cb3cc23b734cd9e806122f778f983bc24cbfa4b926ad8"
      },
      "receipt_sha256": "5da3277e3f3198c0814cb3cc23b734cd9e806122f778f983bc24cbfa4b926ad8"
    },
    {
      "storm_id": "927324",
      "lat": 46.059,
      "lon": -124.412,
      "motion_east": 0.0,
      "motion_south": -8.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 207.0,
      "ebshear": 36.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7019
        },
        {
          "name": "alignment",
          "value": 0.0491
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0867
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.21116679906845093,
        "torsion": 0.0,
        "alignment": 0.0490875244140625,
        "S_field": 0.12414952367544174,
        "Gamma_field": 0.1739046275615692,
        "S_over_Gamma": 0.7138943076133728,
        "Da": 10.285856246948242,
        "E_coh": 0.03318959102034569,
        "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": [
          [
            [
              -124.45,
              46.1
            ],
            [
              -124.41,
              46.1
            ],
            [
              -124.39,
              46.09
            ],
            [
              -124.39,
              46.07
            ],
            [
              -124.38,
              46.06
            ],
            [
              -124.38,
              46.02
            ],
            [
              -124.39,
              46.01
            ],
            [
              -124.43,
              46.01
            ],
            [
              -124.45,
              46.03
            ],
            [
              -124.45,
              46.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0867,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "848a7ec66e4d6c31c49be4e3deedffdfed06849f0a4f4e0ca12507547470965f",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0867,
        "probability": 0.001439,
        "confidence_lo": 0.001328,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d37945872a673a64b820d0d1abbf566d696ca8ba537d8b16a724eb845d255216"
      },
      "receipt_sha256": "d37945872a673a64b820d0d1abbf566d696ca8ba537d8b16a724eb845d255216"
    },
    {
      "storm_id": "927321",
      "lat": 46.9245,
      "lon": -124.8382,
      "motion_east": 0.0,
      "motion_south": -6.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 172.0,
      "ebshear": 24.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0769
        },
        {
          "name": "alignment",
          "value": -1.0759
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0855
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.20253728330135345,
        "torsion": 0.0,
        "alignment": -1.0759124755859375,
        "S_field": 0.11898888647556305,
        "Gamma_field": 0.1689046174287796,
        "S_over_Gamma": 0.7044738531112671,
        "Da": 10.185790061950684,
        "E_coh": 0.0859275683760643,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -124.81,
              46.96
            ],
            [
              -124.8,
              46.95
            ],
            [
              -124.8,
              46.92
            ],
            [
              -124.84,
              46.89
            ],
            [
              -124.86,
              46.89
            ],
            [
              -124.87,
              46.88
            ],
            [
              -124.88,
              46.89
            ],
            [
              -124.88,
              46.93
            ],
            [
              -124.85,
              46.95
            ],
            [
              -124.82,
              46.95
            ],
            [
              -124.81,
              46.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0855,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1eb63bb204afedd736a71ba18f1aa0d1cbb7a057cfa00c88c13f518d7a6ec496",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0855,
        "probability": 0.001438,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001439,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "777ae14d2d6c78f888410195fddb853f8655a959dd00f57ab25ac1f969f45368"
      },
      "receipt_sha256": "777ae14d2d6c78f888410195fddb853f8655a959dd00f57ab25ac1f969f45368"
    },
    {
      "storm_id": "927305",
      "lat": 47.2117,
      "lon": -70.0075,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 360.0,
      "ebshear": 28.0,
      "srh01": 67.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.4519
        },
        {
          "name": "alignment",
          "value": -2.9642
        },
        {
          "name": "tau",
          "value": 0.8597
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0829
      },
      "coherence_score": 0.859742283821106,
      "coherence_diagnostics": {
        "tau": 0.859742283821106,
        "grad_tau": 0.20093108713626862,
        "torsion": 0.0,
        "alignment": -2.9642176628112793,
        "S_field": 0.26970750093460083,
        "Gamma_field": 0.34140464663505554,
        "S_over_Gamma": 0.7899936437606812,
        "Da": 18.25335121154785,
        "E_coh": 0.3485843539237976,
        "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": [
          [
            [
              -70.05,
              47.25
            ],
            [
              -69.98,
              47.25
            ],
            [
              -69.97,
              47.24
            ],
            [
              -69.92,
              47.24
            ],
            [
              -69.91,
              47.23
            ],
            [
              -69.91,
              47.17
            ],
            [
              -70.02,
              47.16
            ],
            [
              -70.03,
              47.17
            ],
            [
              -70.07,
              47.17
            ],
            [
              -70.09,
              47.18
            ],
            [
              -70.09,
              47.23
            ],
            [
              -70.05,
              47.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0829,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "92b412e796f9908a5c34017775f974cb65f02960f297f16be6cc629f87196725",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0829,
        "probability": 0.00133,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.00133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d052123636ba2dff979e77f7654f1c8fe713c985f527a3a028218b5daa484ab1"
      },
      "receipt_sha256": "d052123636ba2dff979e77f7654f1c8fe713c985f527a3a028218b5daa484ab1"
    },
    {
      "storm_id": "927323",
      "lat": 46.216,
      "lon": -118.212,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 215.0,
      "ebshear": 46.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9519
        },
        {
          "name": "alignment",
          "value": -2.4065
        },
        {
          "name": "tau",
          "value": 0.884
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.073
      },
      "coherence_score": 0.8839964270591736,
      "coherence_diagnostics": {
        "tau": 0.8839964270591736,
        "grad_tau": 0.07248688489198685,
        "torsion": 0.0,
        "alignment": -2.406451463699341,
        "S_field": 0.2260781079530716,
        "Gamma_field": 0.16390462219715118,
        "S_over_Gamma": 1.3793271780014038,
        "Da": 9.754719734191895,
        "E_coh": 0.11169268190860748,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.24,
              46.25
            ],
            [
              -118.2,
              46.25
            ],
            [
              -118.18,
              46.24
            ],
            [
              -118.16,
              46.22
            ],
            [
              -118.16,
              46.18
            ],
            [
              -118.18,
              46.17
            ],
            [
              -118.24,
              46.17
            ],
            [
              -118.26,
              46.19
            ],
            [
              -118.26,
              46.24
            ],
            [
              -118.24,
              46.25
            ]
          ]
        ]
      },
      "raw_probability": 0.073,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "53a16154b07b3df7e4d0cb299149600178740826917cd8daf864ce65146bc12d",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.073,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be66ce4b4858bdf59e26ac8ad4c60fce75243b4548f13eba0e220d85cd2b3d4e"
      },
      "receipt_sha256": "be66ce4b4858bdf59e26ac8ad4c60fce75243b4548f13eba0e220d85cd2b3d4e"
    },
    {
      "storm_id": "927146",
      "lat": 46.937,
      "lon": -124.448,
      "motion_east": -3.0,
      "motion_south": -10.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 155.0,
      "ebshear": 28.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0769
        },
        {
          "name": "alignment",
          "value": -1.0759
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0718
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.20253728330135345,
        "torsion": 0.0,
        "alignment": -1.0759124755859375,
        "S_field": 0.11898888647556305,
        "Gamma_field": 0.1689046174287796,
        "S_over_Gamma": 0.7044738531112671,
        "Da": 10.185790061950684,
        "E_coh": 0.0859275683760643,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -124.47,
              46.97
            ],
            [
              -124.43,
              46.97
            ],
            [
              -124.41,
              46.95
            ],
            [
              -124.41,
              46.92
            ],
            [
              -124.42,
              46.92
            ],
            [
              -124.44,
              46.89
            ],
            [
              -124.45,
              46.89
            ],
            [
              -124.49,
              46.94
            ],
            [
              -124.49,
              46.95
            ],
            [
              -124.47,
              46.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0718,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "0d47210af719aa20f4846a3ca5cc8fccbc33a28590541e8779ee369be9f245ad",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0718,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0625ad06b64aeb1c8121ff609769febf46f68029a51a29e605f8ccdd0904e115"
      },
      "receipt_sha256": "0625ad06b64aeb1c8121ff609769febf46f68029a51a29e605f8ccdd0904e115"
    },
    {
      "storm_id": "927322",
      "lat": 46.256,
      "lon": -118.429,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 142.0,
      "ebshear": 46.0,
      "srh01": 0.0,
      "maxllaz": 0.009,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5769
        },
        {
          "name": "alignment",
          "value": -1.0071
        },
        {
          "name": "tau",
          "value": 0.8541
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.07
      },
      "coherence_score": 0.8541430234909058,
      "coherence_diagnostics": {
        "tau": 0.8541430234909058,
        "grad_tau": 0.10225235670804977,
        "torsion": 0.0,
        "alignment": -1.007103681564331,
        "S_field": 0.2286282777786255,
        "Gamma_field": 0.16557128727436066,
        "S_over_Gamma": 1.3808449506759644,
        "Da": 10.051780700683594,
        "E_coh": 0.27119359374046326,
        "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": [
          [
            [
              -118.44,
              46.3
            ],
            [
              -118.4,
              46.3
            ],
            [
              -118.38,
              46.27
            ],
            [
              -118.38,
              46.23
            ],
            [
              -118.41,
              46.21
            ],
            [
              -118.44,
              46.21
            ],
            [
              -118.46,
              46.22
            ],
            [
              -118.47,
              46.24
            ],
            [
              -118.47,
              46.28
            ],
            [
              -118.44,
              46.3
            ]
          ]
        ]
      },
      "raw_probability": 0.07,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "685796163a92002afe23044db7fa02dcdcc149d4ff3807cdf3e569b7aeca514c",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.07,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09277bce8b657390e792417f0fd8f3bf77509b12194ca589abee1d91a3fc9c34"
      },
      "receipt_sha256": "09277bce8b657390e792417f0fd8f3bf77509b12194ca589abee1d91a3fc9c34"
    },
    {
      "storm_id": "925978",
      "lat": 46.7236,
      "lon": -124.4182,
      "motion_east": -3.0,
      "motion_south": -10.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 98.0,
      "ebshear": 32.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0769
        },
        {
          "name": "alignment",
          "value": -1.0759
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0669
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.20253728330135345,
        "torsion": 0.0,
        "alignment": -1.0759124755859375,
        "S_field": 0.11898888647556305,
        "Gamma_field": 0.1689046174287796,
        "S_over_Gamma": 0.7044738531112671,
        "Da": 10.185790061950684,
        "E_coh": 0.0859275683760643,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -124.46,
              46.79
            ],
            [
              -124.45,
              46.78
            ],
            [
              -124.41,
              46.78
            ],
            [
              -124.37,
              46.75
            ],
            [
              -124.34,
              46.74
            ],
            [
              -124.31,
              46.71
            ],
            [
              -124.32,
              46.7
            ],
            [
              -124.31,
              46.69
            ],
            [
              -124.32,
              46.67
            ],
            [
              -124.33,
              46.66
            ],
            [
              -124.38,
              46.66
            ],
            [
              -124.41,
              46.68
            ],
            [
              -124.43,
              46.68
            ],
            [
              -124.44,
              46.69
            ],
            [
              -124.48,
              46.69
            ],
            [
              -124.5,
              46.71
            ],
            [
              -124.51,
              46.71
            ],
            [
              -124.51,
              46.74
            ],
            [
              -124.49,
              46.76
            ],
            [
              -124.49,
              46.77
            ],
            [
              -124.48,
              46.77
            ],
            [
              -124.46,
              46.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0669,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7cdc57048603106e8b13e72d904b65843f850feb2394daf9ef8c96dab4329400",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0669,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "623093501218a9f50e31c438a0c11d939ce16f997d3b31c496502e97de7f98fc"
      },
      "receipt_sha256": "623093501218a9f50e31c438a0c11d939ce16f997d3b31c496502e97de7f98fc"
    },
    {
      "storm_id": "927130",
      "lat": 29.8267,
      "lon": -100.81,
      "motion_east": 2.8,
      "motion_south": -2.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1830.0,
      "ebshear": 20.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7019
        },
        {
          "name": "alignment",
          "value": 3.1968
        },
        {
          "name": "tau",
          "value": 0.7908
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 0.7907549142837524,
      "coherence_diagnostics": {
        "tau": 0.7907549142837524,
        "grad_tau": 0.24672769010066986,
        "torsion": 0.0,
        "alignment": 3.1968297958374023,
        "S_field": 0.16558155417442322,
        "Gamma_field": 0.6622380018234253,
        "S_over_Gamma": 0.25003328919410706,
        "Da": 41.046295166015625,
        "E_coh": 0.12858515977859497,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.87,
              29.85
            ],
            [
              -100.85,
              29.84
            ],
            [
              -100.8,
              29.84
            ],
            [
              -100.79,
              29.85
            ],
            [
              -100.78,
              29.84
            ],
            [
              -100.77,
              29.85
            ],
            [
              -100.76,
              29.84
            ],
            [
              -100.73,
              29.84
            ],
            [
              -100.73,
              29.81
            ],
            [
              -100.77,
              29.77
            ],
            [
              -100.81,
              29.77
            ],
            [
              -100.87,
              29.8
            ],
            [
              -100.87,
              29.82
            ],
            [
              -100.88,
              29.83
            ],
            [
              -100.87,
              29.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0665,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9962de96305ef1981dafe7e9eed71256df975463bfa183b47278bc0f29f1f329"
      },
      "receipt_sha256": "9962de96305ef1981dafe7e9eed71256df975463bfa183b47278bc0f29f1f329"
    },
    {
      "storm_id": "927103",
      "lat": 46.8047,
      "lon": -122.2776,
      "motion_east": 2.4,
      "motion_south": -11.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 363.0,
      "ebshear": 40.0,
      "srh01": 4.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3269
        },
        {
          "name": "alignment",
          "value": -0.7684
        },
        {
          "name": "tau",
          "value": 0.3361
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0649
      },
      "coherence_score": 0.33606916666030884,
      "coherence_diagnostics": {
        "tau": 0.33606916666030884,
        "grad_tau": 0.12809130549430847,
        "torsion": 0.0,
        "alignment": -0.7683948278427124,
        "S_field": 0.11432594805955887,
        "Gamma_field": 0.1755712926387787,
        "S_over_Gamma": 0.6511653661727905,
        "Da": 11.52083969116211,
        "E_coh": 0.03063502348959446,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.31,
              46.9
            ],
            [
              -122.24,
              46.9
            ],
            [
              -122.18,
              46.84
            ],
            [
              -122.17,
              46.82
            ],
            [
              -122.17,
              46.77
            ],
            [
              -122.21,
              46.73
            ],
            [
              -122.25,
              46.73
            ],
            [
              -122.26,
              46.72
            ],
            [
              -122.27,
              46.73
            ],
            [
              -122.31,
              46.74
            ],
            [
              -122.33,
              46.76
            ],
            [
              -122.34,
              46.78
            ],
            [
              -122.34,
              46.82
            ],
            [
              -122.35,
              46.83
            ],
            [
              -122.34,
              46.84
            ],
            [
              -122.34,
              46.87
            ],
            [
              -122.31,
              46.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0649,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c6bead25ca10d1522fce4627e56c6cc7ebc977cbfc4a62b498a5291d7e0a76d6",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0649,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e5b535561646d76e63091b8fe22454d5a139b839e474cbfad5b9d5282b0b0ab"
      },
      "receipt_sha256": "2e5b535561646d76e63091b8fe22454d5a139b839e474cbfad5b9d5282b0b0ab"
    },
    {
      "storm_id": "927287",
      "lat": 46.726,
      "lon": -124.2087,
      "motion_east": -3.0,
      "motion_south": -10.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 167.0,
      "ebshear": 30.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0769
        },
        {
          "name": "alignment",
          "value": -1.0759
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.20253728330135345,
        "torsion": 0.0,
        "alignment": -1.0759124755859375,
        "S_field": 0.11898888647556305,
        "Gamma_field": 0.1689046174287796,
        "S_over_Gamma": 0.7044738531112671,
        "Da": 10.185790061950684,
        "E_coh": 0.0859275683760643,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -124.23,
              46.77
            ],
            [
              -124.19,
              46.77
            ],
            [
              -124.17,
              46.75
            ],
            [
              -124.16,
              46.73
            ],
            [
              -124.16,
              46.7
            ],
            [
              -124.17,
              46.69
            ],
            [
              -124.19,
              46.69
            ],
            [
              -124.2,
              46.68
            ],
            [
              -124.22,
              46.7
            ],
            [
              -124.23,
              46.7
            ],
            [
              -124.24,
              46.72
            ],
            [
              -124.25,
              46.72
            ],
            [
              -124.25,
              46.75
            ],
            [
              -124.24,
              46.75
            ],
            [
              -124.23,
              46.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0647,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bea12e6d200e6df737e390f7c57dd303d86d1779f18c970444a62ffaa965d6f7"
      },
      "receipt_sha256": "bea12e6d200e6df737e390f7c57dd303d86d1779f18c970444a62ffaa965d6f7"
    },
    {
      "storm_id": "927245",
      "lat": 47.0692,
      "lon": -123.1223,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 238.0,
      "ebshear": 22.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.8269
        },
        {
          "name": "alignment",
          "value": -1.5742
        },
        {
          "name": "tau",
          "value": 0.2025
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 0.20253728330135345,
      "coherence_diagnostics": {
        "tau": 0.20253728330135345,
        "grad_tau": 0.16927722096443176,
        "torsion": 0.0,
        "alignment": -1.5742106437683105,
        "S_field": 0.1339847445487976,
        "Gamma_field": 0.1755712926387787,
        "S_over_Gamma": 0.7631358504295349,
        "Da": 10.98692798614502,
        "E_coh": 0.05411379039287567,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -123.17,
              47.11
            ],
            [
              -123.13,
              47.11
            ],
            [
              -123.12,
              47.1
            ],
            [
              -123.05,
              47.09
            ],
            [
              -123.04,
              47.08
            ],
            [
              -123.04,
              47.03
            ],
            [
              -123.07,
              47.02
            ],
            [
              -123.08,
              47.03
            ],
            [
              -123.16,
              47.03
            ],
            [
              -123.18,
              47.04
            ],
            [
              -123.19,
              47.05
            ],
            [
              -123.19,
              47.1
            ],
            [
              -123.17,
              47.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0628,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0628,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "865c087ff0a1866356513b95c20cdacbe5d05bc1bf3262207b0f535eeb184de8"
      },
      "receipt_sha256": "865c087ff0a1866356513b95c20cdacbe5d05bc1bf3262207b0f535eeb184de8"
    },
    {
      "storm_id": "926717",
      "lat": 47.4629,
      "lon": -121.9243,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 136.0,
      "ebshear": 35.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.4519
        },
        {
          "name": "alignment",
          "value": -0.3204
        },
        {
          "name": "tau",
          "value": 0.3795
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 0.3795212209224701,
      "coherence_diagnostics": {
        "tau": 0.3795212209224701,
        "grad_tau": 0.14105260372161865,
        "torsion": 0.0,
        "alignment": -0.32037967443466187,
        "S_field": 0.14149807393550873,
        "Gamma_field": 0.17057129740715027,
        "S_over_Gamma": 0.8295538425445557,
        "Da": 11.559823036193848,
        "E_coh": 0.021170327439904213,
        "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": [
          [
            [
              -122.0,
              47.51
            ],
            [
              -121.91,
              47.51
            ],
            [
              -121.9,
              47.5
            ],
            [
              -121.86,
              47.49
            ],
            [
              -121.85,
              47.48
            ],
            [
              -121.85,
              47.43
            ],
            [
              -121.86,
              47.42
            ],
            [
              -121.91,
              47.42
            ],
            [
              -121.92,
              47.43
            ],
            [
              -121.94,
              47.43
            ],
            [
              -121.95,
              47.44
            ],
            [
              -121.99,
              47.45
            ],
            [
              -122.0,
              47.46
            ],
            [
              -122.0,
              47.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0621,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b53b5e957c5af842dd5406f474a68fa3782c8ac0225504a5ede24ca68b7840d8"
      },
      "receipt_sha256": "b53b5e957c5af842dd5406f474a68fa3782c8ac0225504a5ede24ca68b7840d8"
    },
    {
      "storm_id": "927193",
      "lat": 32.832,
      "lon": -100.822,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1388.0,
      "ebshear": 12.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7019
        },
        {
          "name": "alignment",
          "value": 3.9029
        },
        {
          "name": "tau",
          "value": 1.1841
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 1.1840788125991821,
      "coherence_diagnostics": {
        "tau": 1.1840788125991821,
        "grad_tau": 0.2396239936351776,
        "torsion": 0.0,
        "alignment": 3.9029202461242676,
        "S_field": 0.7155907154083252,
        "Gamma_field": 0.2055712789297104,
        "S_over_Gamma": 3.4809858798980713,
        "Da": 12.613421440124512,
        "E_coh": 0.9503015279769897,
        "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": [
          [
            [
              -100.86,
              32.87
            ],
            [
              -100.79,
              32.87
            ],
            [
              -100.76,
              32.85
            ],
            [
              -100.76,
              32.82
            ],
            [
              -100.8,
              32.79
            ],
            [
              -100.82,
              32.79
            ],
            [
              -100.83,
              32.8
            ],
            [
              -100.87,
              32.8
            ],
            [
              -100.87,
              32.86
            ],
            [
              -100.86,
              32.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0621,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b53b5e957c5af842dd5406f474a68fa3782c8ac0225504a5ede24ca68b7840d8"
      },
      "receipt_sha256": "b53b5e957c5af842dd5406f474a68fa3782c8ac0225504a5ede24ca68b7840d8"
    },
    {
      "storm_id": "927234",
      "lat": 43.7843,
      "lon": -118.9283,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 406.0,
      "ebshear": 19.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.4519
        },
        {
          "name": "alignment",
          "value": 2.8252
        },
        {
          "name": "tau",
          "value": 1.0668
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 1.0668429136276245,
      "coherence_diagnostics": {
        "tau": 1.0668429136276245,
        "grad_tau": 0.04486764967441559,
        "torsion": 0.0,
        "alignment": 2.8251872062683105,
        "S_field": 0.310294508934021,
        "Gamma_field": 0.15807129442691803,
        "S_over_Gamma": 1.9630035161972046,
        "Da": 9.405064582824707,
        "E_coh": 0.08723744750022888,
        "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": [
          [
            [
              -118.95,
              43.88
            ],
            [
              -118.94,
              43.88
            ],
            [
              -118.93,
              43.88
            ],
            [
              -118.92,
              43.88
            ],
            [
              -118.91,
              43.88
            ],
            [
              -118.9,
              43.88
            ],
            [
              -118.89,
              43.88
            ],
            [
              -118.89,
              43.87
            ],
            [
              -118.89,
              43.86
            ],
            [
              -118.88,
              43.85
            ],
            [
              -118.88,
              43.84
            ],
            [
              -118.88,
              43.83
            ],
            [
              -118.88,
              43.82
            ],
            [
              -118.88,
              43.81
            ],
            [
              -118.88,
              43.8
            ],
            [
              -118.88,
              43.79
            ],
            [
              -118.88,
              43.78
            ],
            [
              -118.89,
              43.77
            ],
            [
              -118.89,
              43.76
            ],
            [
              -118.9,
              43.75
            ],
            [
              -118.9,
              43.74
            ],
            [
              -118.9,
              43.73
            ],
            [
              -118.9,
              43.72
            ],
            [
              -118.9,
              43.71
            ],
            [
              -118.91,
              43.71
            ],
            [
              -118.92,
              43.71
            ],
            [
              -118.93,
              43.71
            ],
            [
              -118.94,
              43.7
            ],
            [
              -118.95,
              43.7
            ],
            [
              -118.96,
              43.7
            ],
            [
              -118.97,
              43.69
            ],
            [
              -118.96,
              43.68
            ],
            [
              -118.97,
              43.68
            ],
            [
              -118.97,
              43.69
            ],
            [
              -118.97,
              43.7
            ],
            [
              -118.96,
              43.71
            ],
            [
              -118.96,
              43.72
            ],
            [
              -118.96,
              43.73
            ],
            [
              -118.96,
              43.74
            ],
            [
              -118.96,
              43.75
            ],
            [
              -118.96,
              43.76
            ],
            [
              -118.96,
              43.77
            ],
            [
              -118.95,
              43.78
            ],
            [
              -118.95,
              43.79
            ],
            [
              -118.95,
              43.8
            ],
            [
              -118.95,
              43.81
            ],
            [
              -118.96,
              43.82
            ],
            [
              -118.96,
              43.83
            ],
            [
              -118.96,
              43.84
            ],
            [
              -118.96,
              43.85
            ],
            [
              -118.95,
              43.86
            ],
            [
              -118.95,
              43.87
            ],
            [
              -118.95,
              43.88
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.062,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91d109974236ff0e5efd48c24295a72bc8cd15b6733b5d7909e37c8594f449c3"
      },
      "receipt_sha256": "91d109974236ff0e5efd48c24295a72bc8cd15b6733b5d7909e37c8594f449c3"
    },
    {
      "storm_id": "926772",
      "lat": 46.2556,
      "lon": -124.07,
      "motion_east": -1.0,
      "motion_south": -10.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 296.0,
      "ebshear": 35.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7019
        },
        {
          "name": "alignment",
          "value": 0.0491
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.21116679906845093,
        "torsion": 0.0,
        "alignment": 0.0490875244140625,
        "S_field": 0.12414952367544174,
        "Gamma_field": 0.1739046275615692,
        "S_over_Gamma": 0.7138943076133728,
        "Da": 10.285856246948242,
        "E_coh": 0.03318959102034569,
        "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": [
          [
            [
              -124.09,
              46.29
            ],
            [
              -124.05,
              46.29
            ],
            [
              -124.02,
              46.26
            ],
            [
              -124.02,
              46.25
            ],
            [
              -124.05,
              46.21
            ],
            [
              -124.09,
              46.21
            ],
            [
              -124.11,
              46.23
            ],
            [
              -124.11,
              46.27
            ],
            [
              -124.09,
              46.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0593,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24290e1697c873934f6f93e017e98c9a29397094e324f743f5b42c4255826378"
      },
      "receipt_sha256": "24290e1697c873934f6f93e017e98c9a29397094e324f743f5b42c4255826378"
    },
    {
      "storm_id": "927227",
      "lat": 33.8742,
      "lon": -112.8792,
      "motion_east": -1.0,
      "motion_south": 3.1,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1064.0,
      "ebshear": 16.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2019
        },
        {
          "name": "alignment",
          "value": 2.3898
        },
        {
          "name": "tau",
          "value": 0.5015
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 0.5014702677726746,
      "coherence_diagnostics": {
        "tau": 0.5014702677726746,
        "grad_tau": 0.10899345576763153,
        "torsion": 0.0,
        "alignment": 2.3897833824157715,
        "S_field": 0.9250630736351013,
        "Gamma_field": 1.2214045524597168,
        "S_over_Gamma": 0.757376492023468,
        "Da": 73.08695983886719,
        "E_coh": 0.8356134295463562,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.89,
              33.92
            ],
            [
              -112.86,
              33.91
            ],
            [
              -112.85,
              33.89
            ],
            [
              -112.85,
              33.87
            ],
            [
              -112.84,
              33.86
            ],
            [
              -112.84,
              33.84
            ],
            [
              -112.85,
              33.83
            ],
            [
              -112.91,
              33.83
            ],
            [
              -112.92,
              33.85
            ],
            [
              -112.92,
              33.88
            ],
            [
              -112.93,
              33.89
            ],
            [
              -112.89,
              33.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0593,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24290e1697c873934f6f93e017e98c9a29397094e324f743f5b42c4255826378"
      },
      "receipt_sha256": "24290e1697c873934f6f93e017e98c9a29397094e324f743f5b42c4255826378"
    },
    {
      "storm_id": "926960",
      "lat": 26.7333,
      "lon": -95.6967,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3528.0,
      "ebshear": 2.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7019
        },
        {
          "name": "alignment",
          "value": 3.9248
        },
        {
          "name": "tau",
          "value": 2.2656
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 2.2656044960021973,
      "coherence_diagnostics": {
        "tau": 2.2656044960021973,
        "grad_tau": 1.0971390008926392,
        "torsion": 0.0,
        "alignment": 3.924764394760132,
        "S_field": 0.9105069637298584,
        "Gamma_field": 0.19307129085063934,
        "S_over_Gamma": 4.715910911560059,
        "Da": 11.224577903747559,
        "E_coh": 0.8894150853157043,
        "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": [
          [
            [
              -95.75,
              26.79
            ],
            [
              -95.67,
              26.78
            ],
            [
              -95.64,
              26.75
            ],
            [
              -95.65,
              26.73
            ],
            [
              -95.65,
              26.7
            ],
            [
              -95.68,
              26.68
            ],
            [
              -95.73,
              26.68
            ],
            [
              -95.75,
              26.7
            ],
            [
              -95.75,
              26.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0585,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b81de41c12670c87ddb57d37b86f69f489af61d6e8dbe3191430c1094ae70228"
      },
      "receipt_sha256": "b81de41c12670c87ddb57d37b86f69f489af61d6e8dbe3191430c1094ae70228"
    },
    {
      "storm_id": "926652",
      "lat": 45.8954,
      "lon": -124.1146,
      "motion_east": 0.0,
      "motion_south": -10.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 328.0,
      "ebshear": 35.0,
      "srh01": 6.0,
      "maxllaz": 0.007,
      "mesh": 0.35,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7019
        },
        {
          "name": "alignment",
          "value": 0.0491
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0572
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.21116679906845093,
        "torsion": 0.0,
        "alignment": 0.0490875244140625,
        "S_field": 0.12414952367544174,
        "Gamma_field": 0.1739046275615692,
        "S_over_Gamma": 0.7138943076133728,
        "Da": 10.285856246948242,
        "E_coh": 0.03318959102034569,
        "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": [
          [
            [
              -124.14,
              45.96
            ],
            [
              -124.11,
              45.94
            ],
            [
              -124.09,
              45.94
            ],
            [
              -124.0,
              45.86
            ],
            [
              -124.0,
              45.83
            ],
            [
              -124.03,
              45.8
            ],
            [
              -124.08,
              45.8
            ],
            [
              -124.16,
              45.84
            ],
            [
              -124.2,
              45.87
            ],
            [
              -124.2,
              45.94
            ],
            [
              -124.19,
              45.95
            ],
            [
              -124.15,
              45.95
            ],
            [
              -124.14,
              45.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0572,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0572,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3ca510e63e6ead8b2da180b01bcc20664ffa62e2e77a546601fa31f9bf76718"
      },
      "receipt_sha256": "d3ca510e63e6ead8b2da180b01bcc20664ffa62e2e77a546601fa31f9bf76718"
    },
    {
      "storm_id": "927320",
      "lat": 48.7747,
      "lon": -121.8251,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 194.0,
      "ebshear": 16.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0769
        },
        {
          "name": "alignment",
          "value": 1.0953
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0572
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24054837226867676,
        "torsion": 0.0,
        "alignment": 1.0952911376953125,
        "S_field": 0.15364007651805878,
        "Gamma_field": 0.16807128489017487,
        "S_over_Gamma": 0.9141364097595215,
        "Da": 11.230262756347656,
        "E_coh": 0.14606329798698425,
        "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": [
          [
            [
              -121.87,
              48.82
            ],
            [
              -121.86,
              48.82
            ],
            [
              -121.86,
              48.81
            ],
            [
              -121.86,
              48.8
            ],
            [
              -121.86,
              48.79
            ],
            [
              -121.86,
              48.78
            ],
            [
              -121.86,
              48.77
            ],
            [
              -121.86,
              48.76
            ],
            [
              -121.85,
              48.75
            ],
            [
              -121.84,
              48.75
            ],
            [
              -121.83,
              48.75
            ],
            [
              -121.82,
              48.75
            ],
            [
              -121.81,
              48.75
            ],
            [
              -121.8,
              48.76
            ],
            [
              -121.79,
              48.77
            ],
            [
              -121.79,
              48.78
            ],
            [
              -121.79,
              48.79
            ],
            [
              -121.79,
              48.8
            ],
            [
              -121.79,
              48.81
            ],
            [
              -121.8,
              48.82
            ],
            [
              -121.79,
              48.82
            ],
            [
              -121.78,
              48.82
            ],
            [
              -121.78,
              48.81
            ],
            [
              -121.78,
              48.8
            ],
            [
              -121.78,
              48.79
            ],
            [
              -121.78,
              48.78
            ],
            [
              -121.78,
              48.77
            ],
            [
              -121.78,
              48.76
            ],
            [
              -121.78,
              48.75
            ],
            [
              -121.78,
              48.74
            ],
            [
              -121.79,
              48.74
            ],
            [
              -121.8,
              48.74
            ],
            [
              -121.81,
              48.74
            ],
            [
              -121.82,
              48.74
            ],
            [
              -121.83,
              48.74
            ],
            [
              -121.84,
              48.74
            ],
            [
              -121.85,
              48.74
            ],
            [
              -121.86,
              48.74
            ],
            [
              -121.87,
              48.74
            ],
            [
              -121.87,
              48.75
            ],
            [
              -121.87,
              48.76
            ],
            [
              -121.86,
              48.77
            ],
            [
              -121.86,
              48.78
            ],
            [
              -121.86,
              48.79
            ],
            [
              -121.86,
              48.8
            ],
            [
              -121.86,
              48.81
            ],
            [
              -121.87,
              48.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0572,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "249c78b19b8f9df56f706de533c0adfa9dc134b8a5ba3a34082ed402ca3c0a36",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0572,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3ca510e63e6ead8b2da180b01bcc20664ffa62e2e77a546601fa31f9bf76718"
      },
      "receipt_sha256": "d3ca510e63e6ead8b2da180b01bcc20664ffa62e2e77a546601fa31f9bf76718"
    },
    {
      "storm_id": "927327",
      "lat": 34.14,
      "lon": -112.88,
      "motion_east": 2.0,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 755.0,
      "ebshear": 15.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2019
        },
        {
          "name": "alignment",
          "value": 2.3898
        },
        {
          "name": "tau",
          "value": 0.5015
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 0.5014702677726746,
      "coherence_diagnostics": {
        "tau": 0.5014702677726746,
        "grad_tau": 0.10899345576763153,
        "torsion": 0.0,
        "alignment": 2.3897833824157715,
        "S_field": 0.9250630736351013,
        "Gamma_field": 1.2214045524597168,
        "S_over_Gamma": 0.757376492023468,
        "Da": 73.08695983886719,
        "E_coh": 0.8356134295463562,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.89,
              34.17
            ],
            [
              -112.85,
              34.17
            ],
            [
              -112.85,
              34.15
            ],
            [
              -112.86,
              34.14
            ],
            [
              -112.86,
              34.12
            ],
            [
              -112.9,
              34.09
            ],
            [
              -112.91,
              34.1
            ],
            [
              -112.91,
              34.15
            ],
            [
              -112.89,
              34.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0562,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25d1d2fdc59f6de09f9550f86d4d2786eb3a1caffaeb59e5178db9d4cfefbaa7"
      },
      "receipt_sha256": "25d1d2fdc59f6de09f9550f86d4d2786eb3a1caffaeb59e5178db9d4cfefbaa7"
    },
    {
      "storm_id": "927281",
      "lat": 32.8212,
      "lon": -101.2925,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1363.0,
      "ebshear": 6.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.7019
        },
        {
          "name": "alignment",
          "value": 3.9029
        },
        {
          "name": "tau",
          "value": 1.1841
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0557
      },
      "coherence_score": 1.1840788125991821,
      "coherence_diagnostics": {
        "tau": 1.1840788125991821,
        "grad_tau": 0.2396239936351776,
        "torsion": 0.0,
        "alignment": 3.9029202461242676,
        "S_field": 0.7155907154083252,
        "Gamma_field": 0.2055712789297104,
        "S_over_Gamma": 3.4809858798980713,
        "Da": 12.613421440124512,
        "E_coh": 0.9503015279769897,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.29,
              32.85
            ],
            [
              -101.27,
              32.84
            ],
            [
              -101.27,
              32.79
            ],
            [
              -101.28,
              32.78
            ],
            [
              -101.32,
              32.78
            ],
            [
              -101.32,
              32.84
            ],
            [
              -101.3,
              32.84
            ],
            [
              -101.29,
              32.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0557,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0557,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a720081111964cc0789a934258625d192981a9e9f2eae05120c1c7dd5618eced"
      },
      "receipt_sha256": "a720081111964cc0789a934258625d192981a9e9f2eae05120c1c7dd5618eced"
    },
    {
      "storm_id": "926742",
      "lat": 33.7908,
      "lon": -113.4454,
      "motion_east": 2.0,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1033.0,
      "ebshear": 14.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2019
        },
        {
          "name": "alignment",
          "value": 2.3898
        },
        {
          "name": "tau",
          "value": 0.5015
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0555
      },
      "coherence_score": 0.5014702677726746,
      "coherence_diagnostics": {
        "tau": 0.5014702677726746,
        "grad_tau": 0.10899345576763153,
        "torsion": 0.0,
        "alignment": 2.3897833824157715,
        "S_field": 0.9250630736351013,
        "Gamma_field": 1.2214045524597168,
        "S_over_Gamma": 0.757376492023468,
        "Da": 73.08695983886719,
        "E_coh": 0.8356134295463562,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.44,
              33.85
            ],
            [
              -113.41,
              33.85
            ],
            [
              -113.39,
              33.84
            ],
            [
              -113.38,
              33.82
            ],
            [
              -113.38,
              33.77
            ],
            [
              -113.44,
              33.71
            ],
            [
              -113.47,
              33.71
            ],
            [
              -113.48,
              33.72
            ],
            [
              -113.48,
              33.76
            ],
            [
              -113.49,
              33.77
            ],
            [
              -113.49,
              33.81
            ],
            [
              -113.5,
              33.82
            ],
            [
              -113.44,
              33.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0555,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0555,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "368ab3902182a6d339f973991e8965e543d8c1ac8ad21967a400b93ef65e4d3b"
      },
      "receipt_sha256": "368ab3902182a6d339f973991e8965e543d8c1ac8ad21967a400b93ef65e4d3b"
    },
    {
      "storm_id": "927249",
      "lat": 46.2683,
      "lon": -123.8639,
      "motion_east": -1.0,
      "motion_south": -11.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 239.0,
      "ebshear": 30.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4519
        },
        {
          "name": "alignment",
          "value": -0.8212
        },
        {
          "name": "tau",
          "value": 0.2112
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 0.21116679906845093,
      "coherence_diagnostics": {
        "tau": 0.21116679906845093,
        "grad_tau": 0.18004688620567322,
        "torsion": 0.0,
        "alignment": -0.8211938142776489,
        "S_field": 0.09459158033132553,
        "Gamma_field": 0.18140462040901184,
        "S_over_Gamma": 0.5214397311210632,
        "Da": 11.021594047546387,
        "E_coh": 0.2724737226963043,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -123.92,
              46.33
            ],
            [
              -123.89,
              46.33
            ],
            [
              -123.88,
              46.32
            ],
            [
              -123.85,
              46.32
            ],
            [
              -123.84,
              46.31
            ],
            [
              -123.78,
              46.3
            ],
            [
              -123.75,
              46.26
            ],
            [
              -123.75,
              46.22
            ],
            [
              -123.78,
              46.19
            ],
            [
              -123.8,
              46.19
            ],
            [
              -123.81,
              46.18
            ],
            [
              -123.89,
              46.19
            ],
            [
              -123.92,
              46.22
            ],
            [
              -123.93,
              46.25
            ],
            [
              -123.95,
              46.27
            ],
            [
              -123.95,
              46.3
            ],
            [
              -123.94,
              46.32
            ],
            [
              -123.92,
              46.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0554,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34549a64bcb9cb6d40fcca4f92667ac8841567c7f6585b021a2adf62839c3c49"
      },
      "receipt_sha256": "34549a64bcb9cb6d40fcca4f92667ac8841567c7f6585b021a2adf62839c3c49"
    },
    {
      "storm_id": "927340",
      "lat": 25.7072,
      "lon": -98.0862,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2684.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7019
        },
        {
          "name": "alignment",
          "value": 7.9672
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0551
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4237949848175049,
        "torsion": 0.0,
        "alignment": 7.9672088623046875,
        "S_field": 0.10221344977617264,
        "Gamma_field": 0.19973795115947723,
        "S_over_Gamma": 0.5117377638816833,
        "Da": 11.992141723632812,
        "E_coh": 0.8831174969673157,
        "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": [
          [
            [
              -98.11,
              25.74
            ],
            [
              -98.1,
              25.74
            ],
            [
              -98.09,
              25.74
            ],
            [
              -98.08,
              25.74
            ],
            [
              -98.07,
              25.74
            ],
            [
              -98.06,
              25.74
            ],
            [
              -98.05,
              25.74
            ],
            [
              -98.04,
              25.74
            ],
            [
              -98.03,
              25.74
            ],
            [
              -98.03,
              25.73
            ],
            [
              -98.04,
              25.73
            ],
            [
              -98.05,
              25.72
            ],
            [
              -98.06,
              25.72
            ],
            [
              -98.07,
              25.71
            ],
            [
              -98.08,
              25.7
            ],
            [
              -98.09,
              25.69
            ],
            [
              -98.1,
              25.69
            ],
            [
              -98.11,
              25.68
            ],
            [
              -98.11,
              25.67
            ],
            [
              -98.1,
              25.66
            ],
            [
              -98.09,
              25.66
            ],
            [
              -98.1,
              25.66
            ],
            [
              -98.11,
              25.65
            ],
            [
              -98.11,
              25.66
            ],
            [
              -98.11,
              25.67
            ],
            [
              -98.11,
              25.68
            ],
            [
              -98.11,
              25.69
            ],
            [
              -98.11,
              25.7
            ],
            [
              -98.11,
              25.71
            ],
            [
              -98.11,
              25.72
            ],
            [
              -98.11,
              25.73
            ],
            [
              -98.11,
              25.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0551,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0551,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cbf70edb4d9b8e3805d144339bf96b15aa56e6794e2e76da8e7331f592bb5b0b"
      },
      "receipt_sha256": "cbf70edb4d9b8e3805d144339bf96b15aa56e6794e2e76da8e7331f592bb5b0b"
    },
    {
      "storm_id": "927335",
      "lat": 29.1927,
      "lon": -82.94,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3229.0,
      "ebshear": 22.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.3269
        },
        {
          "name": "alignment",
          "value": -1.8867
        },
        {
          "name": "tau",
          "value": 2.3234
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 2.3233556747436523,
      "coherence_diagnostics": {
        "tau": 2.3233556747436523,
        "grad_tau": 0.350890189409256,
        "torsion": 0.0,
        "alignment": -1.8866766691207886,
        "S_field": 0.7928819060325623,
        "Gamma_field": 0.5414046049118042,
        "S_over_Gamma": 1.464490532875061,
        "Da": 33.91065216064453,
        "E_coh": 0.9637534618377686,
        "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": [
          [
            [
              -82.91,
              29.22
            ],
            [
              -82.88,
              29.19
            ],
            [
              -82.92,
              29.17
            ],
            [
              -82.95,
              29.17
            ],
            [
              -82.96,
              29.18
            ],
            [
              -82.99,
              29.17
            ],
            [
              -82.98,
              29.19
            ],
            [
              -82.97,
              29.19
            ],
            [
              -82.95,
              29.21
            ],
            [
              -82.92,
              29.21
            ],
            [
              -82.91,
              29.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0533,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b72a20cc160b0ab6605c1e5bc5d48eb01b41f55a702577919117fb54363151a1"
      },
      "receipt_sha256": "b72a20cc160b0ab6605c1e5bc5d48eb01b41f55a702577919117fb54363151a1"
    },
    {
      "storm_id": "926666",
      "lat": 34.0246,
      "lon": -113.0423,
      "motion_east": -1.0,
      "motion_south": 3.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1130.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2019
        },
        {
          "name": "alignment",
          "value": 2.3898
        },
        {
          "name": "tau",
          "value": 0.5015
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.5014702677726746,
      "coherence_diagnostics": {
        "tau": 0.5014702677726746,
        "grad_tau": 0.10899345576763153,
        "torsion": 0.0,
        "alignment": 2.3897833824157715,
        "S_field": 0.9250630736351013,
        "Gamma_field": 1.2214045524597168,
        "S_over_Gamma": 0.757376492023468,
        "Da": 73.08695983886719,
        "E_coh": 0.8356134295463562,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.05,
              34.1
            ],
            [
              -113.0,
              34.1
            ],
            [
              -112.98,
              34.08
            ],
            [
              -112.98,
              34.0
            ],
            [
              -113.0,
              33.97
            ],
            [
              -113.02,
              33.97
            ],
            [
              -113.03,
              33.96
            ],
            [
              -113.07,
              33.97
            ],
            [
              -113.09,
              33.99
            ],
            [
              -113.09,
              34.01
            ],
            [
              -113.1,
              34.02
            ],
            [
              -113.09,
              34.05
            ],
            [
              -113.05,
              34.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0529,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dc23023241d5c91e1c45072060af98374e9c6a233eda2ffcaf7d8691a368165"
      },
      "receipt_sha256": "6dc23023241d5c91e1c45072060af98374e9c6a233eda2ffcaf7d8691a368165"
    },
    {
      "storm_id": "927176",
      "lat": 33.8205,
      "lon": -113.078,
      "motion_east": -2.0,
      "motion_south": 3.6,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1039.0,
      "ebshear": 16.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2019
        },
        {
          "name": "alignment",
          "value": 2.3898
        },
        {
          "name": "tau",
          "value": 0.5015
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.5014702677726746,
      "coherence_diagnostics": {
        "tau": 0.5014702677726746,
        "grad_tau": 0.10899345576763153,
        "torsion": 0.0,
        "alignment": 2.3897833824157715,
        "S_field": 0.9250630736351013,
        "Gamma_field": 1.2214045524597168,
        "S_over_Gamma": 0.757376492023468,
        "Da": 73.08695983886719,
        "E_coh": 0.8356134295463562,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.12,
              33.93
            ],
            [
              -113.09,
              33.93
            ],
            [
              -113.05,
              33.91
            ],
            [
              -113.02,
              33.88
            ],
            [
              -113.02,
              33.86
            ],
            [
              -113.01,
              33.85
            ],
            [
              -113.01,
              33.82
            ],
            [
              -113.02,
              33.8
            ],
            [
              -113.07,
              33.75
            ],
            [
              -113.06,
              33.73
            ],
            [
              -113.06,
              33.69
            ],
            [
              -113.08,
              33.69
            ],
            [
              -113.08,
              33.72
            ],
            [
              -113.09,
              33.74
            ],
            [
              -113.13,
              33.77
            ],
            [
              -113.12,
              33.78
            ],
            [
              -113.11,
              33.85
            ],
            [
              -113.15,
              33.87
            ],
            [
              -113.15,
              33.91
            ],
            [
              -113.12,
              33.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0529,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dc23023241d5c91e1c45072060af98374e9c6a233eda2ffcaf7d8691a368165"
      },
      "receipt_sha256": "6dc23023241d5c91e1c45072060af98374e9c6a233eda2ffcaf7d8691a368165"
    },
    {
      "storm_id": "927304",
      "lat": 48.4911,
      "lon": -95.4289,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 73.0,
      "ebshear": 17.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.4519
        },
        {
          "name": "alignment",
          "value": -0.4735
        },
        {
          "name": "tau",
          "value": 0.4176
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0521
      },
      "coherence_score": 0.41758614778518677,
      "coherence_diagnostics": {
        "tau": 0.41758614778518677,
        "grad_tau": 0.34358876943588257,
        "torsion": 0.0,
        "alignment": -0.47351884841918945,
        "S_field": 0.22617098689079285,
        "Gamma_field": 0.16557128727436066,
        "S_over_Gamma": 1.3660036325454712,
        "Da": 10.713595390319824,
        "E_coh": 0.3247618079185486,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.45,
              48.52
            ],
            [
              -95.4,
              48.52
            ],
            [
              -95.39,
              48.51
            ],
            [
              -95.39,
              48.46
            ],
            [
              -95.41,
              48.45
            ],
            [
              -95.45,
              48.46
            ],
            [
              -95.46,
              48.47
            ],
            [
              -95.46,
              48.51
            ],
            [
              -95.45,
              48.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0521,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "01c53939c276eb9604902969171f58f4c373411ba2b06ac05f1deb76cbabc1df",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0521,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dacbebb48f95edc0c1a163baa2a270f508350ce3f1f5851346dfd843bda69c13"
      },
      "receipt_sha256": "dacbebb48f95edc0c1a163baa2a270f508350ce3f1f5851346dfd843bda69c13"
    },
    {
      "storm_id": "927158",
      "lat": 32.2994,
      "lon": -83.0094,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2808.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8269
        },
        {
          "name": "alignment",
          "value": 1.9865
        },
        {
          "name": "tau",
          "value": 2.3454
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0503
      },
      "coherence_score": 2.345435619354248,
      "coherence_diagnostics": {
        "tau": 2.345435619354248,
        "grad_tau": 0.459147185087204,
        "torsion": 0.0,
        "alignment": 1.9865212440490723,
        "S_field": 0.6311765909194946,
        "Gamma_field": 0.2797379791736603,
        "S_over_Gamma": 2.2563135623931885,
        "Da": 17.152563095092773,
        "E_coh": 0.8146182894706726,
        "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": [
          [
            [
              -83.03,
              32.36
            ],
            [
              -83.02,
              32.36
            ],
            [
              -83.01,
              32.36
            ],
            [
              -83.0,
              32.36
            ],
            [
              -82.99,
              32.36
            ],
            [
              -82.98,
              32.36
            ],
            [
              -82.97,
              32.36
            ],
            [
              -82.96,
              32.36
            ],
            [
              -82.95,
              32.35
            ],
            [
              -82.95,
              32.34
            ],
            [
              -82.95,
              32.33
            ],
            [
              -82.94,
              32.32
            ],
            [
              -82.94,
              32.31
            ],
            [
              -82.94,
              32.3
            ],
            [
              -82.93,
              32.29
            ],
            [
              -82.93,
              32.28
            ],
            [
              -82.93,
              32.27
            ],
            [
              -82.94,
              32.26
            ],
            [
              -82.95,
              32.25
            ],
            [
              -82.96,
              32.24
            ],
            [
              -82.97,
              32.24
            ],
            [
              -82.98,
              32.25
            ],
            [
              -82.99,
              32.25
            ],
            [
              -83.0,
              32.25
            ],
            [
              -83.01,
              32.25
            ],
            [
              -83.02,
              32.25
            ],
            [
              -83.03,
              32.25
            ],
            [
              -83.04,
              32.24
            ],
            [
              -83.04,
              32.25
            ],
            [
              -83.03,
              32.25
            ],
            [
              -83.02,
              32.26
            ],
            [
              -83.03,
              32.27
            ],
            [
              -83.03,
              32.28
            ],
            [
              -83.04,
              32.29
            ],
            [
              -83.05,
              32.29
            ],
            [
              -83.06,
              32.3
            ],
            [
              -83.07,
              32.3
            ],
            [
              -83.08,
              32.29
            ],
            [
              -83.09,
              32.29
            ],
            [
              -83.1,
              32.29
            ],
            [
              -83.09,
              32.3
            ],
            [
              -83.08,
              32.3
            ],
            [
              -83.07,
              32.3
            ],
            [
              -83.06,
              32.3
            ],
            [
              -83.05,
              32.31
            ],
            [
              -83.04,
              32.32
            ],
            [
              -83.04,
              32.33
            ],
            [
              -83.03,
              32.34
            ],
            [
              -83.03,
              32.35
            ],
            [
              -83.03,
              32.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0503,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0503,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e45cc3cd2b31dd49047819bbe27296412e716e009c7c546e36202ee9d1956289"
      },
      "receipt_sha256": "e45cc3cd2b31dd49047819bbe27296412e716e009c7c546e36202ee9d1956289"
    },
    {
      "storm_id": "927328",
      "lat": 32.912,
      "lon": -114.587,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 505.0,
      "ebshear": 22.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5769
        },
        {
          "name": "alignment",
          "value": -0.4784
        },
        {
          "name": "tau",
          "value": 0.4446
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.4446408152580261,
      "coherence_diagnostics": {
        "tau": 0.4446408152580261,
        "grad_tau": 0.05185419321060181,
        "torsion": 0.0,
        "alignment": -0.4783964157104492,
        "S_field": 0.050638239830732346,
        "Gamma_field": 0.17473796010017395,
        "S_over_Gamma": 0.28979530930519104,
        "Da": 10.498894691467285,
        "E_coh": 0.32768672704696655,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.6,
              32.95
            ],
            [
              -114.59,
              32.95
            ],
            [
              -114.58,
              32.93
            ],
            [
              -114.55,
              32.93
            ],
            [
              -114.55,
              32.87
            ],
            [
              -114.58,
              32.87
            ],
            [
              -114.6,
              32.86
            ],
            [
              -114.61,
              32.88
            ],
            [
              -114.61,
              32.93
            ],
            [
              -114.6,
              32.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0496,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a03ec319554ed52d87a6ea129e40b92f8000b1a3cfc36bb6f0d170e80d7a6d5"
      },
      "receipt_sha256": "6a03ec319554ed52d87a6ea129e40b92f8000b1a3cfc36bb6f0d170e80d7a6d5"
    },
    {
      "storm_id": "927280",
      "lat": 33.11,
      "lon": -100.2367,
      "motion_east": 1.3,
      "motion_south": -2.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 880.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8269
        },
        {
          "name": "alignment",
          "value": -1.0745
        },
        {
          "name": "tau",
          "value": 0.9951
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 0.9951032400131226,
      "coherence_diagnostics": {
        "tau": 0.9951032400131226,
        "grad_tau": 0.30318933725357056,
        "torsion": 0.0,
        "alignment": -1.0745173692703247,
        "S_field": 0.2631353735923767,
        "Gamma_field": 0.21723796427249908,
        "S_over_Gamma": 1.2112771272659302,
        "Da": 13.393946647644043,
        "E_coh": 0.8825896382331848,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.26,
              33.15
            ],
            [
              -100.2,
              33.15
            ],
            [
              -100.19,
              33.13
            ],
            [
              -100.19,
              33.1
            ],
            [
              -100.2,
              33.08
            ],
            [
              -100.25,
              33.05
            ],
            [
              -100.29,
              33.07
            ],
            [
              -100.29,
              33.11
            ],
            [
              -100.26,
              33.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0493,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d934c721890da8e70d7065e2d01540c2851ae2755f0c62046d5ef301a2453739"
      },
      "receipt_sha256": "d934c721890da8e70d7065e2d01540c2851ae2755f0c62046d5ef301a2453739"
    },
    {
      "storm_id": "927339",
      "lat": 27.3724,
      "lon": -97.7398,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4086.0,
      "ebshear": 10.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2019
        },
        {
          "name": "alignment",
          "value": 7.6326
        },
        {
          "name": "tau",
          "value": 1.5825
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 1.582507610321045,
      "coherence_diagnostics": {
        "tau": 1.582507610321045,
        "grad_tau": 0.8063057065010071,
        "torsion": 0.0,
        "alignment": 7.632587909698486,
        "S_field": 0.28192105889320374,
        "Gamma_field": 0.6205712556838989,
        "S_over_Gamma": 0.45429280400276184,
        "Da": 41.05984878540039,
        "E_coh": 0.769400417804718,
        "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": [
          [
            [
              -97.79,
              27.42
            ],
            [
              -97.78,
              27.42
            ],
            [
              -97.77,
              27.42
            ],
            [
              -97.76,
              27.42
            ],
            [
              -97.75,
              27.42
            ],
            [
              -97.74,
              27.42
            ],
            [
              -97.73,
              27.42
            ],
            [
              -97.72,
              27.42
            ],
            [
              -97.71,
              27.41
            ],
            [
              -97.72,
              27.4
            ],
            [
              -97.71,
              27.39
            ],
            [
              -97.71,
              27.38
            ],
            [
              -97.7,
              27.37
            ],
            [
              -97.69,
              27.36
            ],
            [
              -97.68,
              27.36
            ],
            [
              -97.67,
              27.36
            ],
            [
              -97.67,
              27.35
            ],
            [
              -97.67,
              27.34
            ],
            [
              -97.67,
              27.33
            ],
            [
              -97.68,
              27.34
            ],
            [
              -97.69,
              27.34
            ],
            [
              -97.7,
              27.34
            ],
            [
              -97.71,
              27.34
            ],
            [
              -97.72,
              27.34
            ],
            [
              -97.73,
              27.34
            ],
            [
              -97.74,
              27.33
            ],
            [
              -97.75,
              27.33
            ],
            [
              -97.76,
              27.34
            ],
            [
              -97.77,
              27.34
            ],
            [
              -97.78,
              27.34
            ],
            [
              -97.79,
              27.34
            ],
            [
              -97.79,
              27.35
            ],
            [
              -97.78,
              27.35
            ],
            [
              -97.77,
              27.34
            ],
            [
              -97.76,
              27.35
            ],
            [
              -97.76,
              27.36
            ],
            [
              -97.75,
              27.37
            ],
            [
              -97.75,
              27.38
            ],
            [
              -97.76,
              27.39
            ],
            [
              -97.77,
              27.39
            ],
            [
              -97.78,
              27.39
            ],
            [
              -97.79,
              27.39
            ],
            [
              -97.79,
              27.4
            ],
            [
              -97.79,
              27.41
            ],
            [
              -97.79,
              27.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0482,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ec38800f6ba15cc88c58cc28fda580bfd7c13c769de42cf41220466cae4c131"
      },
      "receipt_sha256": "1ec38800f6ba15cc88c58cc28fda580bfd7c13c769de42cf41220466cae4c131"
    },
    {
      "storm_id": "927336",
      "lat": 29.14,
      "lon": -82.6381,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3114.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7019
        },
        {
          "name": "alignment",
          "value": -0.9387
        },
        {
          "name": "tau",
          "value": 2.7554
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0481
      },
      "coherence_score": 2.755401134490967,
      "coherence_diagnostics": {
        "tau": 2.755401134490967,
        "grad_tau": 0.5572934150695801,
        "torsion": 0.0,
        "alignment": -0.9386722445487976,
        "S_field": 0.9700578451156616,
        "Gamma_field": 0.4697379469871521,
        "S_over_Gamma": 2.0651042461395264,
        "Da": 29.646141052246094,
        "E_coh": 0.9817088842391968,
        "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": [
          [
            [
              -82.65,
              29.19
            ],
            [
              -82.6,
              29.19
            ],
            [
              -82.6,
              29.17
            ],
            [
              -82.61,
              29.16
            ],
            [
              -82.61,
              29.11
            ],
            [
              -82.63,
              29.09
            ],
            [
              -82.63,
              29.08
            ],
            [
              -82.66,
              29.08
            ],
            [
              -82.65,
              29.1
            ],
            [
              -82.67,
              29.11
            ],
            [
              -82.65,
              29.12
            ],
            [
              -82.65,
              29.15
            ],
            [
              -82.66,
              29.16
            ],
            [
              -82.65,
              29.16
            ],
            [
              -82.64,
              29.18
            ],
            [
              -82.65,
              29.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0481,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0481,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "48f29a68551084b270e072ff73d89c2314618a9bde769c10abdc974b8d3d8625"
      },
      "receipt_sha256": "48f29a68551084b270e072ff73d89c2314618a9bde769c10abdc974b8d3d8625"
    },
    {
      "storm_id": "926735",
      "lat": 33.0536,
      "lon": -113.5645,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1893.0,
      "ebshear": 17.0,
      "srh01": 17.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8269
        },
        {
          "name": "alignment",
          "value": 0.1596
        },
        {
          "name": "tau",
          "value": 0.5213
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 0.5212546586990356,
      "coherence_diagnostics": {
        "tau": 0.5212546586990356,
        "grad_tau": 0.08349956572055817,
        "torsion": 0.0,
        "alignment": 0.15964508056640625,
        "S_field": 0.9123955965042114,
        "Gamma_field": 1.0372380018234253,
        "S_over_Gamma": 0.8796395659446716,
        "Da": 62.139034271240234,
        "E_coh": 0.976431667804718,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.53,
              33.1
            ],
            [
              -113.51,
              33.08
            ],
            [
              -113.52,
              33.04
            ],
            [
              -113.57,
              33.0
            ],
            [
              -113.58,
              33.01
            ],
            [
              -113.61,
              33.01
            ],
            [
              -113.62,
              33.02
            ],
            [
              -113.62,
              33.05
            ],
            [
              -113.57,
              33.09
            ],
            [
              -113.55,
              33.09
            ],
            [
              -113.53,
              33.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0477,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "03f8e69379889bc393023cea4a28a64556f1bc8328d2f0ec1d6872aeeb7ed9b9"
      },
      "receipt_sha256": "03f8e69379889bc393023cea4a28a64556f1bc8328d2f0ec1d6872aeeb7ed9b9"
    },
    {
      "storm_id": "927005",
      "lat": 27.6432,
      "lon": -81.142,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2608.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.42,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5769
        },
        {
          "name": "alignment",
          "value": -1.4629
        },
        {
          "name": "tau",
          "value": 2.8319
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 2.8319015502929688,
      "coherence_diagnostics": {
        "tau": 2.8319015502929688,
        "grad_tau": 0.13838744163513184,
        "torsion": 0.0,
        "alignment": -1.46290922164917,
        "S_field": 1.106589674949646,
        "Gamma_field": 0.3564046323299408,
        "S_over_Gamma": 3.1048688888549805,
        "Da": 21.823482513427734,
        "E_coh": 0.9809632301330566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.16,
              27.75
            ],
            [
              -81.13,
              27.75
            ],
            [
              -81.1,
              27.71
            ],
            [
              -81.1,
              27.67
            ],
            [
              -81.11,
              27.66
            ],
            [
              -81.1,
              27.64
            ],
            [
              -81.11,
              27.62
            ],
            [
              -81.13,
              27.61
            ],
            [
              -81.13,
              27.6
            ],
            [
              -81.11,
              27.59
            ],
            [
              -81.1,
              27.57
            ],
            [
              -81.14,
              27.55
            ],
            [
              -81.17,
              27.55
            ],
            [
              -81.19,
              27.57
            ],
            [
              -81.19,
              27.58
            ],
            [
              -81.17,
              27.6
            ],
            [
              -81.18,
              27.62
            ],
            [
              -81.17,
              27.65
            ],
            [
              -81.13,
              27.65
            ],
            [
              -81.12,
              27.66
            ],
            [
              -81.13,
              27.67
            ],
            [
              -81.17,
              27.67
            ],
            [
              -81.18,
              27.69
            ],
            [
              -81.17,
              27.7
            ],
            [
              -81.16,
              27.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0466,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "42d18a1b92dea7b42e9ea2d06da0946cf001a5cccb4e31d099e2dfe4032a8134"
      },
      "receipt_sha256": "42d18a1b92dea7b42e9ea2d06da0946cf001a5cccb4e31d099e2dfe4032a8134"
    },
    {
      "storm_id": "926518",
      "lat": 33.845,
      "lon": -99.2606,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 555.0,
      "ebshear": 7.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2019
        },
        {
          "name": "alignment",
          "value": -3.6611
        },
        {
          "name": "tau",
          "value": 0.8187
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 0.8186980485916138,
      "coherence_diagnostics": {
        "tau": 0.8186980485916138,
        "grad_tau": 0.22597691416740417,
        "torsion": 0.0,
        "alignment": -3.6611032485961914,
        "S_field": 0.18161225318908691,
        "Gamma_field": 0.2664046287536621,
        "S_over_Gamma": 0.6817158460617065,
        "Da": 16.5283203125,
        "E_coh": 0.49693405628204346,
        "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": [
          [
            [
              -99.29,
              33.88
            ],
            [
              -99.28,
              33.87
            ],
            [
              -99.27,
              33.88
            ],
            [
              -99.21,
              33.88
            ],
            [
              -99.19,
              33.86
            ],
            [
              -99.16,
              33.85
            ],
            [
              -99.16,
              33.8
            ],
            [
              -99.23,
              33.8
            ],
            [
              -99.26,
              33.84
            ],
            [
              -99.27,
              33.84
            ],
            [
              -99.28,
              33.82
            ],
            [
              -99.3,
              33.81
            ],
            [
              -99.32,
              33.82
            ],
            [
              -99.33,
              33.83
            ],
            [
              -99.33,
              33.86
            ],
            [
              -99.29,
              33.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0462,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fbddc7c21c1582e8a68fdcb73a93a5eb3b890d5aa2ecf6e13a97d5118cb69fc0"
      },
      "receipt_sha256": "fbddc7c21c1582e8a68fdcb73a93a5eb3b890d5aa2ecf6e13a97d5118cb69fc0"
    },
    {
      "storm_id": "927285",
      "lat": 29.3836,
      "lon": -100.6707,
      "motion_east": 2.8,
      "motion_south": -2.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2183.0,
      "ebshear": 22.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7019
        },
        {
          "name": "alignment",
          "value": 3.1968
        },
        {
          "name": "tau",
          "value": 0.7908
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 0.7907549142837524,
      "coherence_diagnostics": {
        "tau": 0.7907549142837524,
        "grad_tau": 0.24672769010066986,
        "torsion": 0.0,
        "alignment": 3.1968297958374023,
        "S_field": 0.16558155417442322,
        "Gamma_field": 0.6622380018234253,
        "S_over_Gamma": 0.25003328919410706,
        "Da": 41.046295166015625,
        "E_coh": 0.12858515977859497,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.67,
              29.45
            ],
            [
              -100.63,
              29.44
            ],
            [
              -100.62,
              29.43
            ],
            [
              -100.62,
              29.4
            ],
            [
              -100.63,
              29.38
            ],
            [
              -100.68,
              29.34
            ],
            [
              -100.67,
              29.32
            ],
            [
              -100.68,
              29.3
            ],
            [
              -100.72,
              29.32
            ],
            [
              -100.71,
              29.33
            ],
            [
              -100.71,
              29.38
            ],
            [
              -100.69,
              29.4
            ],
            [
              -100.69,
              29.43
            ],
            [
              -100.67,
              29.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0457,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e560dc999b67f52a841f211a1f365fe4204bfbcc30dcb51f20732975229aed86"
      },
      "receipt_sha256": "e560dc999b67f52a841f211a1f365fe4204bfbcc30dcb51f20732975229aed86"
    },
    {
      "storm_id": "927338",
      "lat": 28.8336,
      "lon": -82.3045,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3468.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7019
        },
        {
          "name": "alignment",
          "value": -0.9387
        },
        {
          "name": "tau",
          "value": 2.7554
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 2.755401134490967,
      "coherence_diagnostics": {
        "tau": 2.755401134490967,
        "grad_tau": 0.5572934150695801,
        "torsion": 0.0,
        "alignment": -0.9386722445487976,
        "S_field": 0.9700578451156616,
        "Gamma_field": 0.4697379469871521,
        "S_over_Gamma": 2.0651042461395264,
        "Da": 29.646141052246094,
        "E_coh": 0.9817088842391968,
        "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": [
          [
            [
              -82.36,
              28.88
            ],
            [
              -82.3,
              28.88
            ],
            [
              -82.28,
              28.87
            ],
            [
              -82.28,
              28.85
            ],
            [
              -82.25,
              28.81
            ],
            [
              -82.25,
              28.79
            ],
            [
              -82.3,
              28.79
            ],
            [
              -82.31,
              28.78
            ],
            [
              -82.34,
              28.81
            ],
            [
              -82.32,
              28.83
            ],
            [
              -82.36,
              28.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0457,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e560dc999b67f52a841f211a1f365fe4204bfbcc30dcb51f20732975229aed86"
      },
      "receipt_sha256": "e560dc999b67f52a841f211a1f365fe4204bfbcc30dcb51f20732975229aed86"
    },
    {
      "storm_id": "926933",
      "lat": 33.963,
      "lon": -98.0391,
      "motion_east": 0.4,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 11.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8269
        },
        {
          "name": "alignment",
          "value": -0.9693
        },
        {
          "name": "tau",
          "value": 0.872
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 0.8720281720161438,
      "coherence_diagnostics": {
        "tau": 0.8720281720161438,
        "grad_tau": 0.2125718742609024,
        "torsion": 0.0,
        "alignment": -0.9693410396575928,
        "S_field": 0.0653766393661499,
        "Gamma_field": 0.2105712890625,
        "S_over_Gamma": 0.3104727268218994,
        "Da": 13.028221130371094,
        "E_coh": 0.4696924388408661,
        "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": [
          [
            [
              -98.06,
              34.06
            ],
            [
              -98.05,
              34.05
            ],
            [
              -98.02,
              34.05
            ],
            [
              -98.0,
              34.03
            ],
            [
              -97.97,
              34.03
            ],
            [
              -97.97,
              33.95
            ],
            [
              -97.98,
              33.94
            ],
            [
              -97.98,
              33.92
            ],
            [
              -97.97,
              33.91
            ],
            [
              -97.98,
              33.9
            ],
            [
              -97.99,
              33.91
            ],
            [
              -98.03,
              33.88
            ],
            [
              -98.06,
              33.88
            ],
            [
              -98.07,
              33.89
            ],
            [
              -98.1,
              33.88
            ],
            [
              -98.08,
              33.89
            ],
            [
              -98.09,
              33.9
            ],
            [
              -98.08,
              33.93
            ],
            [
              -98.1,
              33.96
            ],
            [
              -98.1,
              34.03
            ],
            [
              -98.09,
              34.05
            ],
            [
              -98.07,
              34.05
            ],
            [
              -98.06,
              34.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0455,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0455,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7469503bbd55efc59d7ab21ab6061e53cba194a888b2046563125bfbf79e23f1"
      },
      "receipt_sha256": "7469503bbd55efc59d7ab21ab6061e53cba194a888b2046563125bfbf79e23f1"
    },
    {
      "storm_id": "927039",
      "lat": 27.3158,
      "lon": -81.2525,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3243.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5769
        },
        {
          "name": "alignment",
          "value": -1.4629
        },
        {
          "name": "tau",
          "value": 2.8319
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 2.8319015502929688,
      "coherence_diagnostics": {
        "tau": 2.8319015502929688,
        "grad_tau": 0.13838744163513184,
        "torsion": 0.0,
        "alignment": -1.46290922164917,
        "S_field": 1.106589674949646,
        "Gamma_field": 0.3564046323299408,
        "S_over_Gamma": 3.1048688888549805,
        "Da": 21.823482513427734,
        "E_coh": 0.9809632301330566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.24,
              27.37
            ],
            [
              -81.21,
              27.33
            ],
            [
              -81.22,
              27.29
            ],
            [
              -81.23,
              27.28
            ],
            [
              -81.25,
              27.28
            ],
            [
              -81.26,
              27.29
            ],
            [
              -81.29,
              27.28
            ],
            [
              -81.29,
              27.29
            ],
            [
              -81.27,
              27.31
            ],
            [
              -81.27,
              27.35
            ],
            [
              -81.26,
              27.35
            ],
            [
              -81.24,
              27.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0453,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0453,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74e2fc97ac4dbfe9f597e4b9a4118bc909b939bf74c63c0100d6c7416365b399"
      },
      "receipt_sha256": "74e2fc97ac4dbfe9f597e4b9a4118bc909b939bf74c63c0100d6c7416365b399"
    },
    {
      "storm_id": "927142",
      "lat": 49.2071,
      "lon": -94.2346,
      "motion_east": 6.7,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 20.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.0769
        },
        {
          "name": "alignment",
          "value": -3.5297
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.045
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.40243929624557495,
        "torsion": 0.0,
        "alignment": -3.5297088623046875,
        "S_field": 0.20254388451576233,
        "Gamma_field": 0.22140462696552277,
        "S_over_Gamma": 0.914813220500946,
        "Da": 14.103028297424316,
        "E_coh": 0.5274180173873901,
        "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": [
          [
            [
              -94.58,
              49.4
            ],
            [
              -94.5,
              49.38
            ],
            [
              -94.44,
              49.35
            ],
            [
              -94.41,
              49.32
            ],
            [
              -94.31,
              49.28
            ],
            [
              -94.26,
              49.24
            ],
            [
              -94.21,
              49.24
            ],
            [
              -94.2,
              49.23
            ],
            [
              -94.17,
              49.23
            ],
            [
              -94.1,
              49.18
            ],
            [
              -94.08,
              49.18
            ],
            [
              -93.98,
              49.13
            ],
            [
              -93.94,
              49.13
            ],
            [
              -93.93,
              49.12
            ],
            [
              -93.93,
              49.08
            ],
            [
              -93.94,
              49.07
            ],
            [
              -93.98,
              49.1
            ],
            [
              -93.99,
              49.09
            ],
            [
              -94.03,
              49.11
            ],
            [
              -94.04,
              49.1
            ],
            [
              -94.06,
              49.1
            ],
            [
              -94.07,
              49.11
            ],
            [
              -94.12,
              49.11
            ],
            [
              -94.13,
              49.12
            ],
            [
              -94.19,
              49.12
            ],
            [
              -94.2,
              49.13
            ],
            [
              -94.28,
              49.15
            ],
            [
              -94.36,
              49.2
            ],
            [
              -94.39,
              49.2
            ],
            [
              -94.45,
              49.23
            ],
            [
              -94.53,
              49.3
            ],
            [
              -94.62,
              49.34
            ],
            [
              -94.62,
              49.39
            ],
            [
              -94.59,
              49.39
            ],
            [
              -94.58,
              49.4
            ]
          ]
        ]
      },
      "raw_probability": 0.045,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.045,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba12c359114346e42102db9da9701ed47fa8bebbecf2582e5c36f9e01bbabb64"
      },
      "receipt_sha256": "ba12c359114346e42102db9da9701ed47fa8bebbecf2582e5c36f9e01bbabb64"
    },
    {
      "storm_id": "926337",
      "lat": 28.9323,
      "lon": -100.94,
      "motion_east": 2.7,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1979.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3269
        },
        {
          "name": "alignment",
          "value": 0.1683
        },
        {
          "name": "tau",
          "value": 0.8147
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0449
      },
      "coherence_score": 0.8146581649780273,
      "coherence_diagnostics": {
        "tau": 0.8146581649780273,
        "grad_tau": 0.21651580929756165,
        "torsion": 0.0,
        "alignment": 0.16833479702472687,
        "S_field": 0.26840537786483765,
        "Gamma_field": 0.2680712938308716,
        "S_over_Gamma": 1.0012462139129639,
        "Da": 16.917457580566406,
        "E_coh": 0.851011335849762,
        "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": [
          [
            [
              -100.96,
              29.01
            ],
            [
              -100.93,
              29.01
            ],
            [
              -100.9,
              28.98
            ],
            [
              -100.9,
              28.96
            ],
            [
              -100.88,
              28.92
            ],
            [
              -100.88,
              28.88
            ],
            [
              -100.91,
              28.84
            ],
            [
              -100.94,
              28.84
            ],
            [
              -100.95,
              28.88
            ],
            [
              -100.99,
              28.9
            ],
            [
              -101.01,
              28.92
            ],
            [
              -101.01,
              28.97
            ],
            [
              -100.96,
              29.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0449,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0449,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a2aac8603e1fffda0914ec8c3fdf1cc3d6b1fdfd72bae5b215e4f5ef298c790"
      },
      "receipt_sha256": "2a2aac8603e1fffda0914ec8c3fdf1cc3d6b1fdfd72bae5b215e4f5ef298c790"
    },
    {
      "storm_id": "927279",
      "lat": 33.6025,
      "lon": -113.515,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1704.0,
      "ebshear": 15.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8269
        },
        {
          "name": "alignment",
          "value": 0.1596
        },
        {
          "name": "tau",
          "value": 0.5213
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0446
      },
      "coherence_score": 0.5212546586990356,
      "coherence_diagnostics": {
        "tau": 0.5212546586990356,
        "grad_tau": 0.08349956572055817,
        "torsion": 0.0,
        "alignment": 0.15964508056640625,
        "S_field": 0.9123955965042114,
        "Gamma_field": 1.0372380018234253,
        "S_over_Gamma": 0.8796395659446716,
        "Da": 62.139034271240234,
        "E_coh": 0.976431667804718,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.52,
              33.65
            ],
            [
              -113.48,
              33.65
            ],
            [
              -113.47,
              33.58
            ],
            [
              -113.49,
              33.55
            ],
            [
              -113.54,
              33.55
            ],
            [
              -113.55,
              33.57
            ],
            [
              -113.55,
              33.62
            ],
            [
              -113.52,
              33.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0446,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0446,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c2d8b303062236078395c500463dea872e39c8f7b92e0440a3a9b13df260c7a9"
      },
      "receipt_sha256": "c2d8b303062236078395c500463dea872e39c8f7b92e0440a3a9b13df260c7a9"
    },
    {
      "storm_id": "927059",
      "lat": 32.855,
      "lon": -101.616,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1344.0,
      "ebshear": 7.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5769
        },
        {
          "name": "alignment",
          "value": 1.6719
        },
        {
          "name": "tau",
          "value": 0.9484
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 0.9483984708786011,
      "coherence_diagnostics": {
        "tau": 0.9483984708786011,
        "grad_tau": 0.2921351194381714,
        "torsion": 0.0,
        "alignment": 1.6718947887420654,
        "S_field": 0.41921430826187134,
        "Gamma_field": 0.19307129085063934,
        "S_over_Gamma": 2.171292781829834,
        "Da": 11.956625938415527,
        "E_coh": 0.8953772783279419,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.62,
              32.91
            ],
            [
              -101.59,
              32.91
            ],
            [
              -101.56,
              32.89
            ],
            [
              -101.56,
              32.84
            ],
            [
              -101.59,
              32.81
            ],
            [
              -101.61,
              32.81
            ],
            [
              -101.65,
              32.79
            ],
            [
              -101.68,
              32.82
            ],
            [
              -101.68,
              32.86
            ],
            [
              -101.62,
              32.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0445,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "14a389cacb10d6665d21b1ec9984d645a833d521de922a91317e803295291006"
      },
      "receipt_sha256": "14a389cacb10d6665d21b1ec9984d645a833d521de922a91317e803295291006"
    },
    {
      "storm_id": "926744",
      "lat": 32.7929,
      "lon": -114.1586,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 623.0,
      "ebshear": 16.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5769
        },
        {
          "name": "alignment",
          "value": -0.4784
        },
        {
          "name": "tau",
          "value": 0.4446
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 0.4446408152580261,
      "coherence_diagnostics": {
        "tau": 0.4446408152580261,
        "grad_tau": 0.05185419321060181,
        "torsion": 0.0,
        "alignment": -0.4783964157104492,
        "S_field": 0.050638239830732346,
        "Gamma_field": 0.17473796010017395,
        "S_over_Gamma": 0.28979530930519104,
        "Da": 10.498894691467285,
        "E_coh": 0.32768672704696655,
        "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": [
          [
            [
              -114.16,
              32.82
            ],
            [
              -114.12,
              32.81
            ],
            [
              -114.12,
              32.76
            ],
            [
              -114.18,
              32.76
            ],
            [
              -114.19,
              32.77
            ],
            [
              -114.18,
              32.81
            ],
            [
              -114.16,
              32.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0436,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "13b1cef5f56dc10fb10fad239befa9e290886cff31e4b2115c36e235b96e3c51"
      },
      "receipt_sha256": "13b1cef5f56dc10fb10fad239befa9e290886cff31e4b2115c36e235b96e3c51"
    },
    {
      "storm_id": "926752",
      "lat": 28.47,
      "lon": -100.8382,
      "motion_east": 3.3,
      "motion_south": -2.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1941.0,
      "ebshear": 22.0,
      "srh01": 46.0,
      "maxllaz": 0.006,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2019
        },
        {
          "name": "alignment",
          "value": 4.4084
        },
        {
          "name": "tau",
          "value": 0.7659
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 0.7659153938293457,
      "coherence_diagnostics": {
        "tau": 0.7659153938293457,
        "grad_tau": 0.1747153401374817,
        "torsion": 0.0,
        "alignment": 4.408443927764893,
        "S_field": 0.30104953050613403,
        "Gamma_field": 0.2747379541397095,
        "S_over_Gamma": 1.0957697629928589,
        "Da": 17.133203506469727,
        "E_coh": 0.6632744073867798,
        "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": [
          [
            [
              -100.94,
              28.53
            ],
            [
              -100.91,
              28.53
            ],
            [
              -100.9,
              28.52
            ],
            [
              -100.85,
              28.52
            ],
            [
              -100.84,
              28.51
            ],
            [
              -100.81,
              28.51
            ],
            [
              -100.8,
              28.52
            ],
            [
              -100.78,
              28.52
            ],
            [
              -100.77,
              28.51
            ],
            [
              -100.73,
              28.51
            ],
            [
              -100.71,
              28.49
            ],
            [
              -100.7,
              28.45
            ],
            [
              -100.69,
              28.44
            ],
            [
              -100.7,
              28.39
            ],
            [
              -100.72,
              28.38
            ],
            [
              -100.75,
              28.38
            ],
            [
              -100.77,
              28.4
            ],
            [
              -100.78,
              28.43
            ],
            [
              -100.81,
              28.45
            ],
            [
              -100.85,
              28.43
            ],
            [
              -100.9,
              28.43
            ],
            [
              -100.91,
              28.44
            ],
            [
              -100.95,
              28.44
            ],
            [
              -100.96,
              28.45
            ],
            [
              -101.01,
              28.45
            ],
            [
              -101.01,
              28.5
            ],
            [
              -100.98,
              28.5
            ],
            [
              -100.94,
              28.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0436,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "13b1cef5f56dc10fb10fad239befa9e290886cff31e4b2115c36e235b96e3c51"
      },
      "receipt_sha256": "13b1cef5f56dc10fb10fad239befa9e290886cff31e4b2115c36e235b96e3c51"
    },
    {
      "storm_id": "926837",
      "lat": 27.9915,
      "lon": -82.8962,
      "motion_east": 3.3,
      "motion_south": -3.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3409.0,
      "ebshear": 16.0,
      "srh01": 19.0,
      "maxllaz": 0.005,
      "mesh": 0.39,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7019
        },
        {
          "name": "alignment",
          "value": -1.4531
        },
        {
          "name": "tau",
          "value": 2.3823
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 2.382319211959839,
      "coherence_diagnostics": {
        "tau": 2.382319211959839,
        "grad_tau": 0.1865992546081543,
        "torsion": 0.0,
        "alignment": -1.4530534744262695,
        "S_field": 0.8015120625495911,
        "Gamma_field": 0.5680713057518005,
        "S_over_Gamma": 1.410935640335083,
        "Da": 34.65678787231445,
        "E_coh": 0.9667863845825195,
        "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": [
          [
            [
              -82.95,
              28.06
            ],
            [
              -82.86,
              28.06
            ],
            [
              -82.84,
              28.05
            ],
            [
              -82.81,
              28.02
            ],
            [
              -82.81,
              27.94
            ],
            [
              -82.82,
              27.95
            ],
            [
              -82.86,
              27.94
            ],
            [
              -82.87,
              27.93
            ],
            [
              -82.94,
              27.93
            ],
            [
              -82.96,
              27.94
            ],
            [
              -82.99,
              27.98
            ],
            [
              -82.99,
              28.03
            ],
            [
              -82.95,
              28.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0432,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a0484fcb4ab2b4090860bca121a621bb2cefcb24b7dccbd4946f0314a069eac"
      },
      "receipt_sha256": "7a0484fcb4ab2b4090860bca121a621bb2cefcb24b7dccbd4946f0314a069eac"
    },
    {
      "storm_id": "927031",
      "lat": 33.96,
      "lon": -114.02,
      "motion_east": -2.0,
      "motion_south": 2.1,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1466.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2019
        },
        {
          "name": "alignment",
          "value": 0.5953
        },
        {
          "name": "tau",
          "value": 0.4653
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 0.4652543365955353,
      "coherence_diagnostics": {
        "tau": 0.4652543365955353,
        "grad_tau": 0.029094312340021133,
        "torsion": 0.0,
        "alignment": 0.5952917337417603,
        "S_field": 0.07590359449386597,
        "Gamma_field": 0.30390462279319763,
        "S_over_Gamma": 0.24976123869419098,
        "Da": 18.76399040222168,
        "E_coh": 0.7343175411224365,
        "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": [
          [
            [
              -114.04,
              34.02
            ],
            [
              -114.03,
              34.02
            ],
            [
              -114.02,
              34.02
            ],
            [
              -114.01,
              34.02
            ],
            [
              -114.0,
              34.01
            ],
            [
              -113.99,
              34.01
            ],
            [
              -113.98,
              34.01
            ],
            [
              -113.97,
              34.01
            ],
            [
              -113.96,
              34.0
            ],
            [
              -113.95,
              34.0
            ],
            [
              -113.95,
              33.99
            ],
            [
              -113.94,
              33.98
            ],
            [
              -113.94,
              33.97
            ],
            [
              -113.94,
              33.96
            ],
            [
              -113.93,
              33.95
            ],
            [
              -113.92,
              33.95
            ],
            [
              -113.91,
              33.94
            ],
            [
              -113.9,
              33.94
            ],
            [
              -113.89,
              33.95
            ],
            [
              -113.88,
              33.96
            ],
            [
              -113.88,
              33.97
            ],
            [
              -113.88,
              33.98
            ],
            [
              -113.87,
              33.97
            ],
            [
              -113.86,
              33.97
            ],
            [
              -113.85,
              33.96
            ],
            [
              -113.85,
              33.95
            ],
            [
              -113.85,
              33.94
            ],
            [
              -113.85,
              33.93
            ],
            [
              -113.86,
              33.93
            ],
            [
              -113.87,
              33.93
            ],
            [
              -113.88,
              33.93
            ],
            [
              -113.89,
              33.94
            ],
            [
              -113.9,
              33.94
            ],
            [
              -113.91,
              33.94
            ],
            [
              -113.92,
              33.94
            ],
            [
              -113.93,
              33.94
            ],
            [
              -113.94,
              33.94
            ],
            [
              -113.95,
              33.93
            ],
            [
              -113.96,
              33.93
            ],
            [
              -113.97,
              33.92
            ],
            [
              -113.98,
              33.92
            ],
            [
              -113.99,
              33.92
            ],
            [
              -114.0,
              33.92
            ],
            [
              -114.01,
              33.91
            ],
            [
              -114.02,
              33.91
            ],
            [
              -114.03,
              33.92
            ],
            [
              -114.04,
              33.92
            ],
            [
              -114.05,
              33.92
            ],
            [
              -114.06,
              33.92
            ],
            [
              -114.07,
              33.91
            ],
            [
              -114.08,
              33.91
            ],
            [
              -114.09,
              33.91
            ],
            [
              -114.1,
              33.9
            ],
            [
              -114.11,
              33.91
            ],
            [
              -114.12,
              33.91
            ],
            [
              -114.13,
              33.91
            ],
            [
              -114.14,
              33.92
            ],
            [
              -114.15,
              33.92
            ],
            [
              -114.16,
              33.92
            ],
            [
              -114.17,
              33.92
            ],
            [
              -114.18,
              33.93
            ],
            [
              -114.18,
              33.94
            ],
            [
              -114.18,
              33.95
            ],
            [
              -114.19,
              33.96
            ],
            [
              -114.19,
              33.97
            ],
            [
              -114.19,
              33.98
            ],
            [
              -114.19,
              33.99
            ],
            [
              -114.19,
              34.0
            ],
            [
              -114.18,
              34.0
            ],
            [
              -114.17,
              34.01
            ],
            [
              -114.16,
              34.01
            ],
            [
              -114.15,
              34.0
            ],
            [
              -114.14,
              34.0
            ],
            [
              -114.13,
              34.0
            ],
            [
              -114.12,
              34.0
            ],
            [
              -114.11,
              34.0
            ],
            [
              -114.1,
              34.0
            ],
            [
              -114.09,
              34.0
            ],
            [
              -114.08,
              34.0
            ],
            [
              -114.07,
              34.01
            ],
            [
              -114.06,
              34.01
            ],
            [
              -114.05,
              34.01
            ],
            [
              -114.04,
              34.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0429,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20b9242396f34f7bd399e03fba8d31d64ee5462a3428eea5402bc02bb3a9165b"
      },
      "receipt_sha256": "20b9242396f34f7bd399e03fba8d31d64ee5462a3428eea5402bc02bb3a9165b"
    },
    {
      "storm_id": "927243",
      "lat": 27.9875,
      "lon": -80.9442,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3394.0,
      "ebshear": 19.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0769
        },
        {
          "name": "alignment",
          "value": 0.4734
        },
        {
          "name": "tau",
          "value": 2.6712
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0426
      },
      "coherence_score": 2.6712045669555664,
      "coherence_diagnostics": {
        "tau": 2.6712045669555664,
        "grad_tau": 0.24310560524463654,
        "torsion": 0.0,
        "alignment": 0.47340211272239685,
        "S_field": 0.6475954055786133,
        "Gamma_field": 0.5505712628364563,
        "S_over_Gamma": 1.1762244701385498,
        "Da": 35.2748908996582,
        "E_coh": 0.9837879538536072,
        "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": [
          [
            [
              -80.97,
              28.04
            ],
            [
              -80.92,
              28.04
            ],
            [
              -80.91,
              28.02
            ],
            [
              -80.91,
              28.01
            ],
            [
              -80.95,
              27.98
            ],
            [
              -80.95,
              27.97
            ],
            [
              -80.93,
              27.96
            ],
            [
              -80.93,
              27.95
            ],
            [
              -80.95,
              27.95
            ],
            [
              -80.96,
              27.94
            ],
            [
              -80.98,
              27.95
            ],
            [
              -80.97,
              28.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0426,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0426,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d7c7dc29d5ee749d954e3476f8d11e9d3fb693e8361d97d597f454ba9f61c19"
      },
      "receipt_sha256": "9d7c7dc29d5ee749d954e3476f8d11e9d3fb693e8361d97d597f454ba9f61c19"
    },
    {
      "storm_id": "927326",
      "lat": 34.6498,
      "lon": -86.0684,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2654.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": -0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8269
        },
        {
          "name": "alignment",
          "value": 1.6616
        },
        {
          "name": "tau",
          "value": 2.3094
        },
        {
          "name": "maxllaz",
          "value": -0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 2.309412956237793,
      "coherence_diagnostics": {
        "tau": 2.309412956237793,
        "grad_tau": 0.4448510408401489,
        "torsion": 0.0,
        "alignment": 1.6615674495697021,
        "S_field": 0.5930936336517334,
        "Gamma_field": 0.18890461325645447,
        "S_over_Gamma": 3.139646053314209,
        "Da": 11.06679630279541,
        "E_coh": 0.8158459663391113,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.1,
              34.7
            ],
            [
              -86.09,
              34.7
            ],
            [
              -86.08,
              34.69
            ],
            [
              -86.07,
              34.69
            ],
            [
              -86.06,
              34.69
            ],
            [
              -86.05,
              34.69
            ],
            [
              -86.04,
              34.69
            ],
            [
              -86.03,
              34.69
            ],
            [
              -86.02,
              34.69
            ],
            [
              -86.02,
              34.68
            ],
            [
              -86.03,
              34.68
            ],
            [
              -86.04,
              34.69
            ],
            [
              -86.05,
              34.69
            ],
            [
              -86.06,
              34.69
            ],
            [
              -86.07,
              34.69
            ],
            [
              -86.08,
              34.68
            ],
            [
              -86.09,
              34.67
            ],
            [
              -86.09,
              34.66
            ],
            [
              -86.09,
              34.65
            ],
            [
              -86.09,
              34.64
            ],
            [
              -86.09,
              34.63
            ],
            [
              -86.09,
              34.62
            ],
            [
              -86.08,
              34.61
            ],
            [
              -86.07,
              34.61
            ],
            [
              -86.06,
              34.61
            ],
            [
              -86.05,
              34.61
            ],
            [
              -86.04,
              34.61
            ],
            [
              -86.03,
              34.62
            ],
            [
              -86.02,
              34.62
            ],
            [
              -86.01,
              34.61
            ],
            [
              -86.02,
              34.61
            ],
            [
              -86.03,
              34.61
            ],
            [
              -86.04,
              34.61
            ],
            [
              -86.05,
              34.61
            ],
            [
              -86.06,
              34.61
            ],
            [
              -86.07,
              34.61
            ],
            [
              -86.08,
              34.61
            ],
            [
              -86.09,
              34.61
            ],
            [
              -86.1,
              34.61
            ],
            [
              -86.11,
              34.61
            ],
            [
              -86.1,
              34.62
            ],
            [
              -86.1,
              34.63
            ],
            [
              -86.1,
              34.64
            ],
            [
              -86.1,
              34.65
            ],
            [
              -86.1,
              34.66
            ],
            [
              -86.1,
              34.67
            ],
            [
              -86.1,
              34.68
            ],
            [
              -86.11,
              34.69
            ],
            [
              -86.1,
              34.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0425,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f138ec6ba3a18a2d8869b8cebd94be520fbfdf93324067e4969af2eb488c6b2c"
      },
      "receipt_sha256": "f138ec6ba3a18a2d8869b8cebd94be520fbfdf93324067e4969af2eb488c6b2c"
    },
    {
      "storm_id": "927198",
      "lat": 28.9244,
      "lon": -101.1533,
      "motion_east": 2.6,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1347.0,
      "ebshear": 18.0,
      "srh01": 48.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3269
        },
        {
          "name": "alignment",
          "value": 0.1683
        },
        {
          "name": "tau",
          "value": 0.8147
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.042
      },
      "coherence_score": 0.8146581649780273,
      "coherence_diagnostics": {
        "tau": 0.8146581649780273,
        "grad_tau": 0.21651580929756165,
        "torsion": 0.0,
        "alignment": 0.16833479702472687,
        "S_field": 0.26840537786483765,
        "Gamma_field": 0.2680712938308716,
        "S_over_Gamma": 1.0012462139129639,
        "Da": 16.917457580566406,
        "E_coh": 0.851011335849762,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.18,
              28.96
            ],
            [
              -101.13,
              28.96
            ],
            [
              -101.11,
              28.94
            ],
            [
              -101.11,
              28.89
            ],
            [
              -101.12,
              28.88
            ],
            [
              -101.17,
              28.88
            ],
            [
              -101.19,
              28.9
            ],
            [
              -101.19,
              28.95
            ],
            [
              -101.18,
              28.96
            ]
          ]
        ]
      },
      "raw_probability": 0.042,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "f949c085296e451df5d756ecf2c6dbc3733c2605d66c6c9ba848678f40b12f06",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.042,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1c2e5abf15cdf16109cdd16ac4e6c4d1b12a3518e1df7d0a4cff1ae6fa3680c"
      },
      "receipt_sha256": "c1c2e5abf15cdf16109cdd16ac4e6c4d1b12a3518e1df7d0a4cff1ae6fa3680c"
    },
    {
      "storm_id": "927330",
      "lat": 30.5546,
      "lon": -103.7246,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 909.0,
      "ebshear": 6.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7019
        },
        {
          "name": "alignment",
          "value": -0.4501
        },
        {
          "name": "tau",
          "value": 0.5597
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 0.5596885681152344,
      "coherence_diagnostics": {
        "tau": 0.5596885681152344,
        "grad_tau": 0.07932645082473755,
        "torsion": 0.0,
        "alignment": -0.45012712478637695,
        "S_field": 0.247516930103302,
        "Gamma_field": 0.6139046549797058,
        "S_over_Gamma": 0.4031846523284912,
        "Da": 37.086795806884766,
        "E_coh": 0.2647647559642792,
        "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": [
          [
            [
              -103.76,
              30.61
            ],
            [
              -103.73,
              30.59
            ],
            [
              -103.7,
              30.6
            ],
            [
              -103.68,
              30.58
            ],
            [
              -103.69,
              30.56
            ],
            [
              -103.68,
              30.52
            ],
            [
              -103.69,
              30.51
            ],
            [
              -103.71,
              30.5
            ],
            [
              -103.75,
              30.51
            ],
            [
              -103.75,
              30.52
            ],
            [
              -103.77,
              30.54
            ],
            [
              -103.75,
              30.56
            ],
            [
              -103.76,
              30.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0419,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12639878244245b7775852175480652ad6532a59c87e9ff93d30da91670075ff"
      },
      "receipt_sha256": "12639878244245b7775852175480652ad6532a59c87e9ff93d30da91670075ff"
    },
    {
      "storm_id": "927337",
      "lat": 28.949,
      "lon": -82.597,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3560.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7019
        },
        {
          "name": "alignment",
          "value": -0.9387
        },
        {
          "name": "tau",
          "value": 2.7554
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 2.755401134490967,
      "coherence_diagnostics": {
        "tau": 2.755401134490967,
        "grad_tau": 0.5572934150695801,
        "torsion": 0.0,
        "alignment": -0.9386722445487976,
        "S_field": 0.9700578451156616,
        "Gamma_field": 0.4697379469871521,
        "S_over_Gamma": 2.0651042461395264,
        "Da": 29.646141052246094,
        "E_coh": 0.9817088842391968,
        "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": [
          [
            [
              -82.6,
              28.99
            ],
            [
              -82.56,
              28.99
            ],
            [
              -82.56,
              28.96
            ],
            [
              -82.55,
              28.95
            ],
            [
              -82.58,
              28.93
            ],
            [
              -82.61,
              28.93
            ],
            [
              -82.63,
              28.91
            ],
            [
              -82.64,
              28.91
            ],
            [
              -82.64,
              28.93
            ],
            [
              -82.6,
              28.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0417,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "455b9977452081ca991ae4fbfe7a280744380d2f0a0a5d04f5ed04ed1e955c9f"
      },
      "receipt_sha256": "455b9977452081ca991ae4fbfe7a280744380d2f0a0a5d04f5ed04ed1e955c9f"
    },
    {
      "storm_id": "927159",
      "lat": 32.26,
      "lon": -81.3216,
      "motion_east": 1.8,
      "motion_south": -5.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3137.0,
      "ebshear": 11.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4519
        },
        {
          "name": "alignment",
          "value": 0.0222
        },
        {
          "name": "tau",
          "value": 3.0475
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 3.0475399494171143,
      "coherence_diagnostics": {
        "tau": 3.0475399494171143,
        "grad_tau": 0.3068995177745819,
        "torsion": 0.0,
        "alignment": 0.0221560001373291,
        "S_field": 0.7965726256370544,
        "Gamma_field": 0.2655712962150574,
        "S_over_Gamma": 2.9994680881500244,
        "Da": 15.73926067352295,
        "E_coh": 0.8835489153862,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.36,
              32.38
            ],
            [
              -81.3,
              32.37
            ],
            [
              -81.27,
              32.34
            ],
            [
              -81.27,
              32.26
            ],
            [
              -81.25,
              32.23
            ],
            [
              -81.25,
              32.17
            ],
            [
              -81.26,
              32.16
            ],
            [
              -81.28,
              32.16
            ],
            [
              -81.29,
              32.15
            ],
            [
              -81.34,
              32.15
            ],
            [
              -81.34,
              32.17
            ],
            [
              -81.35,
              32.18
            ],
            [
              -81.35,
              32.23
            ],
            [
              -81.37,
              32.26
            ],
            [
              -81.37,
              32.32
            ],
            [
              -81.36,
              32.33
            ],
            [
              -81.37,
              32.34
            ],
            [
              -81.37,
              32.36
            ],
            [
              -81.36,
              32.38
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.041,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ebea4b2ad852a26b52e8111c14c5264f6aa129dc3de39c2e6a06e6aeeffe9e4"
      },
      "receipt_sha256": "5ebea4b2ad852a26b52e8111c14c5264f6aa129dc3de39c2e6a06e6aeeffe9e4"
    },
    {
      "storm_id": "927238",
      "lat": 33.0094,
      "lon": -100.5706,
      "motion_east": 2.4,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1044.0,
      "ebshear": 12.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.4519
        },
        {
          "name": "alignment",
          "value": 4.2045
        },
        {
          "name": "tau",
          "value": 0.8581
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 0.858120322227478,
      "coherence_diagnostics": {
        "tau": 0.858120322227478,
        "grad_tau": 0.3197455406188965,
        "torsion": 0.0,
        "alignment": 4.204503059387207,
        "S_field": 0.17496347427368164,
        "Gamma_field": 0.3547379970550537,
        "S_over_Gamma": 0.49321886897087097,
        "Da": 22.21485137939453,
        "E_coh": 0.7315995693206787,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.61,
              33.17
            ],
            [
              -100.55,
              33.17
            ],
            [
              -100.52,
              33.14
            ],
            [
              -100.5,
              33.1
            ],
            [
              -100.51,
              33.06
            ],
            [
              -100.48,
              33.03
            ],
            [
              -100.45,
              33.03
            ],
            [
              -100.44,
              33.04
            ],
            [
              -100.39,
              33.04
            ],
            [
              -100.37,
              33.02
            ],
            [
              -100.37,
              32.99
            ],
            [
              -100.41,
              32.96
            ],
            [
              -100.47,
              32.95
            ],
            [
              -100.48,
              32.96
            ],
            [
              -100.51,
              32.96
            ],
            [
              -100.55,
              33.01
            ],
            [
              -100.57,
              33.01
            ],
            [
              -100.61,
              32.97
            ],
            [
              -100.61,
              32.95
            ],
            [
              -100.62,
              32.94
            ],
            [
              -100.63,
              32.9
            ],
            [
              -100.65,
              32.88
            ],
            [
              -100.69,
              32.87
            ],
            [
              -100.7,
              32.88
            ],
            [
              -100.72,
              32.88
            ],
            [
              -100.72,
              32.97
            ],
            [
              -100.76,
              33.01
            ],
            [
              -100.76,
              33.04
            ],
            [
              -100.75,
              33.06
            ],
            [
              -100.68,
              33.13
            ],
            [
              -100.61,
              33.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0407,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aed5113b3463e41858c8430fff5f3b42321969ef8c843f951919abffec4b4b50"
      },
      "receipt_sha256": "aed5113b3463e41858c8430fff5f3b42321969ef8c843f951919abffec4b4b50"
    },
    {
      "storm_id": "927241",
      "lat": 28.5791,
      "lon": -82.7727,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3061.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7019
        },
        {
          "name": "alignment",
          "value": -1.4531
        },
        {
          "name": "tau",
          "value": 2.3823
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 2.382319211959839,
      "coherence_diagnostics": {
        "tau": 2.382319211959839,
        "grad_tau": 0.1865992546081543,
        "torsion": 0.0,
        "alignment": -1.4530534744262695,
        "S_field": 0.8015120625495911,
        "Gamma_field": 0.5680713057518005,
        "S_over_Gamma": 1.410935640335083,
        "Da": 34.65678787231445,
        "E_coh": 0.9667863845825195,
        "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": [
          [
            [
              -82.76,
              28.62
            ],
            [
              -82.73,
              28.6
            ],
            [
              -82.74,
              28.59
            ],
            [
              -82.74,
              28.54
            ],
            [
              -82.76,
              28.53
            ],
            [
              -82.79,
              28.53
            ],
            [
              -82.82,
              28.55
            ],
            [
              -82.82,
              28.58
            ],
            [
              -82.81,
              28.6
            ],
            [
              -82.77,
              28.61
            ],
            [
              -82.76,
              28.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0405,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "89ea26713efa1e5294996b5e0efc3a91135192df0ecd8c1a10c0eda81410ae3b"
      },
      "receipt_sha256": "89ea26713efa1e5294996b5e0efc3a91135192df0ecd8c1a10c0eda81410ae3b"
    },
    {
      "storm_id": "927292",
      "lat": 36.112,
      "lon": -84.267,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2962.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.3269
        },
        {
          "name": "alignment",
          "value": -0.5005
        },
        {
          "name": "tau",
          "value": 2.9329
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 2.9328813552856445,
      "coherence_diagnostics": {
        "tau": 2.9328813552856445,
        "grad_tau": 0.09965354949235916,
        "torsion": 0.0,
        "alignment": -0.5004913210868835,
        "S_field": 0.8118430376052856,
        "Gamma_field": 0.20473796129226685,
        "S_over_Gamma": 3.9652786254882812,
        "Da": 12.307339668273926,
        "E_coh": 0.9731457233428955,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.3,
              36.16
            ],
            [
              -84.29,
              36.16
            ],
            [
              -84.29,
              36.12
            ],
            [
              -84.27,
              36.1
            ],
            [
              -84.25,
              36.09
            ],
            [
              -84.23,
              36.09
            ],
            [
              -84.22,
              36.1
            ],
            [
              -84.22,
              36.07
            ],
            [
              -84.3,
              36.07
            ],
            [
              -84.3,
              36.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0402,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0402,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d746c96d0e8d0e77a3f775bff292474fb9c2494f9e9c07f052af72833ecf3459"
      },
      "receipt_sha256": "d746c96d0e8d0e77a3f775bff292474fb9c2494f9e9c07f052af72833ecf3459"
    },
    {
      "storm_id": "927105",
      "lat": 46.4669,
      "lon": -122.7946,
      "motion_east": 2.6,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 245.0,
      "ebshear": 25.0,
      "srh01": 10.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.5769
        },
        {
          "name": "alignment",
          "value": -0.8165
        },
        {
          "name": "tau",
          "value": 0.3591
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0387
      },
      "coherence_score": 0.3590986132621765,
      "coherence_diagnostics": {
        "tau": 0.3590986132621765,
        "grad_tau": 0.13613170385360718,
        "torsion": 0.0,
        "alignment": -0.8165270090103149,
        "S_field": 0.08265205472707748,
        "Gamma_field": 0.187237948179245,
        "S_over_Gamma": 0.44142791628837585,
        "Da": 11.771771430969238,
        "E_coh": 0.07514753937721252,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -122.84,
              46.52
            ],
            [
              -122.81,
              46.52
            ],
            [
              -122.78,
              46.49
            ],
            [
              -122.75,
              46.48
            ],
            [
              -122.72,
              46.45
            ],
            [
              -122.72,
              46.41
            ],
            [
              -122.73,
              46.4
            ],
            [
              -122.77,
              46.4
            ],
            [
              -122.82,
              46.45
            ],
            [
              -122.83,
              46.45
            ],
            [
              -122.86,
              46.48
            ],
            [
              -122.86,
              46.5
            ],
            [
              -122.84,
              46.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0387,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0387,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa0e056c09ff1de35bb7b4765fb94762e2dc75e390853f68a0512acd9f506ea3"
      },
      "receipt_sha256": "aa0e056c09ff1de35bb7b4765fb94762e2dc75e390853f68a0512acd9f506ea3"
    },
    {
      "storm_id": "926923",
      "lat": 32.8312,
      "lon": -101.8888,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1288.0,
      "ebshear": 10.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5769
        },
        {
          "name": "alignment",
          "value": 1.6719
        },
        {
          "name": "tau",
          "value": 0.9484
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 0.9483984708786011,
      "coherence_diagnostics": {
        "tau": 0.9483984708786011,
        "grad_tau": 0.2921351194381714,
        "torsion": 0.0,
        "alignment": 1.6718947887420654,
        "S_field": 0.41921430826187134,
        "Gamma_field": 0.19307129085063934,
        "S_over_Gamma": 2.171292781829834,
        "Da": 11.956625938415527,
        "E_coh": 0.8953772783279419,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.9,
              32.86
            ],
            [
              -101.86,
              32.86
            ],
            [
              -101.85,
              32.85
            ],
            [
              -101.85,
              32.79
            ],
            [
              -101.91,
              32.79
            ],
            [
              -101.92,
              32.8
            ],
            [
              -101.92,
              32.84
            ],
            [
              -101.9,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0378,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63bbc6bef8fd05da2a74f841208a375a9a4106aee5c369b8ae67bd557e77a522"
      },
      "receipt_sha256": "63bbc6bef8fd05da2a74f841208a375a9a4106aee5c369b8ae67bd557e77a522"
    },
    {
      "storm_id": "927219",
      "lat": 31.9788,
      "lon": -101.9,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1247.0,
      "ebshear": 8.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3269
        },
        {
          "name": "alignment",
          "value": 1.798
        },
        {
          "name": "tau",
          "value": 0.9793
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.9793475866317749,
      "coherence_diagnostics": {
        "tau": 0.9793475866317749,
        "grad_tau": 0.2506560981273651,
        "torsion": 0.0,
        "alignment": 1.7980324029922485,
        "S_field": 0.44390130043029785,
        "Gamma_field": 0.25307130813598633,
        "S_over_Gamma": 1.7540562152862549,
        "Da": 15.570961952209473,
        "E_coh": 0.8946177959442139,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.9,
              32.03
            ],
            [
              -101.87,
              32.03
            ],
            [
              -101.86,
              32.02
            ],
            [
              -101.87,
              32.0
            ],
            [
              -101.85,
              31.98
            ],
            [
              -101.84,
              31.98
            ],
            [
              -101.9,
              31.95
            ],
            [
              -101.93,
              31.92
            ],
            [
              -101.92,
              31.91
            ],
            [
              -101.95,
              31.91
            ],
            [
              -101.96,
              31.93
            ],
            [
              -101.92,
              31.97
            ],
            [
              -101.92,
              31.99
            ],
            [
              -101.9,
              32.0
            ],
            [
              -101.91,
              32.01
            ],
            [
              -101.9,
              32.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0374,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2572bae2bc96f5a82bfd6195cc2eee41be11f7c8f4f732d9b9456797f0a40d3c"
      },
      "receipt_sha256": "2572bae2bc96f5a82bfd6195cc2eee41be11f7c8f4f732d9b9456797f0a40d3c"
    },
    {
      "storm_id": "927291",
      "lat": 38.7493,
      "lon": -89.7314,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2753.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0769
        },
        {
          "name": "alignment",
          "value": 0.4589
        },
        {
          "name": "tau",
          "value": 0.9762
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.9762309789657593,
      "coherence_diagnostics": {
        "tau": 0.9762309789657593,
        "grad_tau": 0.21437397599220276,
        "torsion": 0.0,
        "alignment": 0.4588572382926941,
        "S_field": 0.07132160663604736,
        "Gamma_field": 0.23473794758319855,
        "S_over_Gamma": 0.3038350045681,
        "Da": 14.421623229980469,
        "E_coh": 0.2824798822402954,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.78,
              38.8
            ],
            [
              -89.73,
              38.8
            ],
            [
              -89.71,
              38.79
            ],
            [
              -89.7,
              38.78
            ],
            [
              -89.72,
              38.77
            ],
            [
              -89.72,
              38.75
            ],
            [
              -89.7,
              38.74
            ],
            [
              -89.68,
              38.72
            ],
            [
              -89.68,
              38.71
            ],
            [
              -89.74,
              38.71
            ],
            [
              -89.75,
              38.7
            ],
            [
              -89.77,
              38.7
            ],
            [
              -89.78,
              38.72
            ],
            [
              -89.78,
              38.8
            ]
          ]
        ]
      },
      "raw_probability": 0.037,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.037,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9a8afde32cc8a58f171a853fa10e1525f151c521661cdef796bca83d4c99f78"
      },
      "receipt_sha256": "d9a8afde32cc8a58f171a853fa10e1525f151c521661cdef796bca83d4c99f78"
    },
    {
      "storm_id": "927261",
      "lat": 37.1145,
      "lon": -92.5236,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1527.0,
      "ebshear": 13.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.9519
        },
        {
          "name": "alignment",
          "value": -0.1002
        },
        {
          "name": "tau",
          "value": 1.2326
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0365
      },
      "coherence_score": 1.2325704097747803,
      "coherence_diagnostics": {
        "tau": 1.2325704097747803,
        "grad_tau": 0.20987854897975922,
        "torsion": 0.0,
        "alignment": -0.10016360878944397,
        "S_field": 0.41489046812057495,
        "Gamma_field": 0.22390462458133698,
        "S_over_Gamma": 1.8529785871505737,
        "Da": 13.51236629486084,
        "E_coh": 0.9545233249664307,
        "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": [
          [
            [
              -92.53,
              37.16
            ],
            [
              -92.45,
              37.16
            ],
            [
              -92.45,
              37.08
            ],
            [
              -92.47,
              37.06
            ],
            [
              -92.56,
              37.06
            ],
            [
              -92.56,
              37.08
            ],
            [
              -92.55,
              37.09
            ],
            [
              -92.55,
              37.13
            ],
            [
              -92.56,
              37.14
            ],
            [
              -92.55,
              37.14
            ],
            [
              -92.53,
              37.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0365,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "204fb0b4808796117ce5ac59ae7c3d75eda8d63fff57438222f0ae014c6c2d24",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0365,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a1c960854877a2ecbd7f3a2986b5268a8e726d97ceb4f98f7751014a757bfec0"
      },
      "receipt_sha256": "a1c960854877a2ecbd7f3a2986b5268a8e726d97ceb4f98f7751014a757bfec0"
    },
    {
      "storm_id": "927094",
      "lat": 29.005,
      "lon": -100.4644,
      "motion_east": 3.3,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2599.0,
      "ebshear": 21.0,
      "srh01": 15.0,
      "maxllaz": 0.009,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9519
        },
        {
          "name": "alignment",
          "value": 0.7305
        },
        {
          "name": "tau",
          "value": 1.0362
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0359
      },
      "coherence_score": 1.0361707210540771,
      "coherence_diagnostics": {
        "tau": 1.0361707210540771,
        "grad_tau": 0.31158360838890076,
        "torsion": 0.0,
        "alignment": 0.7305410504341125,
        "S_field": 0.27798908948898315,
        "Gamma_field": 0.3839046359062195,
        "S_over_Gamma": 0.7241097688674927,
        "Da": 24.666248321533203,
        "E_coh": 0.8269243240356445,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.48,
              29.11
            ],
            [
              -100.44,
              29.11
            ],
            [
              -100.42,
              29.09
            ],
            [
              -100.41,
              29.03
            ],
            [
              -100.4,
              29.02
            ],
            [
              -100.4,
              28.96
            ],
            [
              -100.45,
              28.91
            ],
            [
              -100.46,
              28.92
            ],
            [
              -100.47,
              28.91
            ],
            [
              -100.48,
              28.92
            ],
            [
              -100.5,
              28.92
            ],
            [
              -100.52,
              28.94
            ],
            [
              -100.52,
              29.0
            ],
            [
              -100.5,
              29.04
            ],
            [
              -100.5,
              29.09
            ],
            [
              -100.48,
              29.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0359,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "a88b2603d42aa4468dc068d020c829556c95fd29d07ce26af1b238db119bafda",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0359,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e9d49d2eb1a79c6f4b2c27d367e7e45aa031d5af5f07e30cd465a88088b5bb5"
      },
      "receipt_sha256": "7e9d49d2eb1a79c6f4b2c27d367e7e45aa031d5af5f07e30cd465a88088b5bb5"
    },
    {
      "storm_id": "927237",
      "lat": 38.5582,
      "lon": -90.3671,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2892.0,
      "ebshear": 16.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.4519
        },
        {
          "name": "alignment",
          "value": -0.1775
        },
        {
          "name": "tau",
          "value": 1.1786
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 1.178572177886963,
      "coherence_diagnostics": {
        "tau": 1.178572177886963,
        "grad_tau": 0.3139209449291229,
        "torsion": 0.0,
        "alignment": -0.177472323179245,
        "S_field": 0.19485706090927124,
        "Gamma_field": 0.3772379755973816,
        "S_over_Gamma": 0.5165361762046814,
        "Da": 23.016036987304688,
        "E_coh": 0.8604657053947449,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.4,
              38.61
            ],
            [
              -90.38,
              38.6
            ],
            [
              -90.38,
              38.58
            ],
            [
              -90.36,
              38.56
            ],
            [
              -90.32,
              38.55
            ],
            [
              -90.31,
              38.54
            ],
            [
              -90.29,
              38.54
            ],
            [
              -90.29,
              38.53
            ],
            [
              -90.33,
              38.53
            ],
            [
              -90.34,
              38.54
            ],
            [
              -90.36,
              38.53
            ],
            [
              -90.4,
              38.53
            ],
            [
              -90.41,
              38.54
            ],
            [
              -90.43,
              38.54
            ],
            [
              -90.42,
              38.56
            ],
            [
              -90.42,
              38.6
            ],
            [
              -90.4,
              38.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0353,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30f953ac9af44328c48202b2303a0246e4f1298bb59303fa8445ea9da9f0f6fd"
      },
      "receipt_sha256": "30f953ac9af44328c48202b2303a0246e4f1298bb59303fa8445ea9da9f0f6fd"
    },
    {
      "storm_id": "927334",
      "lat": 29.2736,
      "lon": -100.3679,
      "motion_east": 3.2,
      "motion_south": -2.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2630.0,
      "ebshear": 22.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9519
        },
        {
          "name": "alignment",
          "value": 0.7305
        },
        {
          "name": "tau",
          "value": 1.0362
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 1.0361707210540771,
      "coherence_diagnostics": {
        "tau": 1.0361707210540771,
        "grad_tau": 0.31158360838890076,
        "torsion": 0.0,
        "alignment": 0.7305410504341125,
        "S_field": 0.27798908948898315,
        "Gamma_field": 0.3839046359062195,
        "S_over_Gamma": 0.7241097688674927,
        "Da": 24.666248321533203,
        "E_coh": 0.8269243240356445,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.39,
              29.36
            ],
            [
              -100.36,
              29.36
            ],
            [
              -100.31,
              29.32
            ],
            [
              -100.29,
              29.28
            ],
            [
              -100.29,
              29.22
            ],
            [
              -100.3,
              29.2
            ],
            [
              -100.37,
              29.2
            ],
            [
              -100.37,
              29.21
            ],
            [
              -100.39,
              29.23
            ],
            [
              -100.42,
              29.24
            ],
            [
              -100.43,
              29.26
            ],
            [
              -100.42,
              29.27
            ],
            [
              -100.42,
              29.32
            ],
            [
              -100.39,
              29.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0353,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30f953ac9af44328c48202b2303a0246e4f1298bb59303fa8445ea9da9f0f6fd"
      },
      "receipt_sha256": "30f953ac9af44328c48202b2303a0246e4f1298bb59303fa8445ea9da9f0f6fd"
    },
    {
      "storm_id": "927162",
      "lat": 30.7643,
      "lon": -108.8836,
      "motion_east": -1.0,
      "motion_south": 2.4,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1073.0,
      "ebshear": 18.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.9519
        },
        {
          "name": "alignment",
          "value": -0.2854
        },
        {
          "name": "tau",
          "value": 0.4555
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.035
      },
      "coherence_score": 0.45550084114074707,
      "coherence_diagnostics": {
        "tau": 0.45550084114074707,
        "grad_tau": 0.13400109112262726,
        "torsion": 0.0,
        "alignment": -0.28540703654289246,
        "S_field": 0.2878682613372803,
        "Gamma_field": 0.6264046430587769,
        "S_over_Gamma": 0.4595564007759094,
        "Da": 37.67341613769531,
        "E_coh": 0.8643595576286316,
        "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": [
          [
            [
              -108.85,
              30.83
            ],
            [
              -108.83,
              30.82
            ],
            [
              -108.83,
              30.79
            ],
            [
              -108.82,
              30.78
            ],
            [
              -108.83,
              30.73
            ],
            [
              -108.86,
              30.69
            ],
            [
              -108.87,
              30.66
            ],
            [
              -108.93,
              30.66
            ],
            [
              -108.98,
              30.72
            ],
            [
              -108.98,
              30.8
            ],
            [
              -108.94,
              30.78
            ],
            [
              -108.91,
              30.81
            ],
            [
              -108.89,
              30.8
            ],
            [
              -108.85,
              30.83
            ]
          ]
        ]
      },
      "raw_probability": 0.035,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7c59eede60f910e0338a2a218d6e8a8d63bee28cd984cba1c1015b7bc05316eb",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.035,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96bcf1625ec96c42f883544c9eb8a6c7c72da6907420b53592d06e93e529feab"
      },
      "receipt_sha256": "96bcf1625ec96c42f883544c9eb8a6c7c72da6907420b53592d06e93e529feab"
    },
    {
      "storm_id": "927110",
      "lat": 35.1644,
      "lon": -85.2189,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2396.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5769
        },
        {
          "name": "alignment",
          "value": 1.6055
        },
        {
          "name": "tau",
          "value": 2.7747
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0341
      },
      "coherence_score": 2.774718999862671,
      "coherence_diagnostics": {
        "tau": 2.774718999862671,
        "grad_tau": 0.21429748833179474,
        "torsion": 0.0,
        "alignment": 1.605534315109253,
        "S_field": 0.7333475351333618,
        "Gamma_field": 0.18140462040901184,
        "S_over_Gamma": 4.042606830596924,
        "Da": 10.8731050491333,
        "E_coh": 0.9073747992515564,
        "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": [
          [
            [
              -85.25,
              35.2
            ],
            [
              -85.18,
              35.2
            ],
            [
              -85.17,
              35.19
            ],
            [
              -85.17,
              35.13
            ],
            [
              -85.19,
              35.12
            ],
            [
              -85.24,
              35.12
            ],
            [
              -85.26,
              35.14
            ],
            [
              -85.26,
              35.18
            ],
            [
              -85.25,
              35.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0341,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "6db792701531608f73ee107e80848f02412c3de9051bfd4ae12e9fb848e8aabd",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0341,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d677097d85c7c71568d3ee1aead2ed09b0facaf84dea82b7eaad3bbef9904812"
      },
      "receipt_sha256": "d677097d85c7c71568d3ee1aead2ed09b0facaf84dea82b7eaad3bbef9904812"
    },
    {
      "storm_id": "927236",
      "lat": 38.8192,
      "lon": -90.0017,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2818.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0769
        },
        {
          "name": "alignment",
          "value": 0.4589
        },
        {
          "name": "tau",
          "value": 0.9762
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0338
      },
      "coherence_score": 0.9762309789657593,
      "coherence_diagnostics": {
        "tau": 0.9762309789657593,
        "grad_tau": 0.21437397599220276,
        "torsion": 0.0,
        "alignment": 0.4588572382926941,
        "S_field": 0.07132160663604736,
        "Gamma_field": 0.23473794758319855,
        "S_over_Gamma": 0.3038350045681,
        "Da": 14.421623229980469,
        "E_coh": 0.2824798822402954,
        "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": [
          [
            [
              -90.01,
              38.86
            ],
            [
              -89.97,
              38.86
            ],
            [
              -89.96,
              38.84
            ],
            [
              -89.97,
              38.83
            ],
            [
              -89.96,
              38.78
            ],
            [
              -89.98,
              38.77
            ],
            [
              -90.01,
              38.77
            ],
            [
              -90.04,
              38.79
            ],
            [
              -90.04,
              38.81
            ],
            [
              -90.03,
              38.82
            ],
            [
              -90.04,
              38.84
            ],
            [
              -90.01,
              38.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0338,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "789f4283c63b53b3b8cca326343ec9c4522eddc3349f51b08af4e7ffd2c9ca83",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0338,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5566f687227eb963678acff436840666030efd500f7a0aa3b995814b1fadf35"
      },
      "receipt_sha256": "d5566f687227eb963678acff436840666030efd500f7a0aa3b995814b1fadf35"
    },
    {
      "storm_id": "927217",
      "lat": 33.3652,
      "lon": -100.2357,
      "motion_east": 1.1,
      "motion_south": -2.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 679.0,
      "ebshear": 11.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8269
        },
        {
          "name": "alignment",
          "value": -1.0745
        },
        {
          "name": "tau",
          "value": 0.9951
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0337
      },
      "coherence_score": 0.9951032400131226,
      "coherence_diagnostics": {
        "tau": 0.9951032400131226,
        "grad_tau": 0.30318933725357056,
        "torsion": 0.0,
        "alignment": -1.0745173692703247,
        "S_field": 0.2631353735923767,
        "Gamma_field": 0.21723796427249908,
        "S_over_Gamma": 1.2112771272659302,
        "Da": 13.393946647644043,
        "E_coh": 0.8825896382331848,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.24,
              33.48
            ],
            [
              -100.21,
              33.48
            ],
            [
              -100.2,
              33.47
            ],
            [
              -100.2,
              33.45
            ],
            [
              -100.18,
              33.41
            ],
            [
              -100.16,
              33.39
            ],
            [
              -100.16,
              33.37
            ],
            [
              -100.14,
              33.35
            ],
            [
              -100.17,
              33.32
            ],
            [
              -100.18,
              33.32
            ],
            [
              -100.22,
              33.28
            ],
            [
              -100.22,
              33.27
            ],
            [
              -100.24,
              33.27
            ],
            [
              -100.25,
              33.26
            ],
            [
              -100.31,
              33.26
            ],
            [
              -100.34,
              33.28
            ],
            [
              -100.36,
              33.32
            ],
            [
              -100.36,
              33.34
            ],
            [
              -100.29,
              33.42
            ],
            [
              -100.28,
              33.45
            ],
            [
              -100.24,
              33.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0337,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "7195670b7c78be210c90db3840a07ee201c713c218fecd8e7c80761244c5f25f",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0337,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8267345c827e4fc1517d7e818bfb9b29a457a8add3ddc50029e4dcaf0d313176"
      },
      "receipt_sha256": "8267345c827e4fc1517d7e818bfb9b29a457a8add3ddc50029e4dcaf0d313176"
    },
    {
      "storm_id": "927270",
      "lat": 28.86,
      "lon": -100.1822,
      "motion_east": 3.2,
      "motion_south": -1.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2887.0,
      "ebshear": 15.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.9519
        },
        {
          "name": "alignment",
          "value": 0.7305
        },
        {
          "name": "tau",
          "value": 1.0362
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0335
      },
      "coherence_score": 1.0361707210540771,
      "coherence_diagnostics": {
        "tau": 1.0361707210540771,
        "grad_tau": 0.31158360838890076,
        "torsion": 0.0,
        "alignment": 0.7305410504341125,
        "S_field": 0.27798908948898315,
        "Gamma_field": 0.3839046359062195,
        "S_over_Gamma": 0.7241097688674927,
        "Da": 24.666248321533203,
        "E_coh": 0.8269243240356445,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.2,
              28.9
            ],
            [
              -100.16,
              28.9
            ],
            [
              -100.14,
              28.88
            ],
            [
              -100.14,
              28.84
            ],
            [
              -100.16,
              28.81
            ],
            [
              -100.2,
              28.81
            ],
            [
              -100.22,
              28.83
            ],
            [
              -100.22,
              28.87
            ],
            [
              -100.2,
              28.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0335,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "9095dc20545b5d8bfdbf31d9dffcdbe8ee06973720f2269ffcea211f30749bb3",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0335,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f660185e01cfb94aa04ed497680a148df118363261048eb8c8fc125946c5eba"
      },
      "receipt_sha256": "6f660185e01cfb94aa04ed497680a148df118363261048eb8c8fc125946c5eba"
    },
    {
      "storm_id": "927290",
      "lat": 43.6466,
      "lon": -91.7479,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260716_160039 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1818.0,
      "ebshear": 18.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7019
        },
        {
          "name": "alignment",
          "value": 0.1435
        },
        {
          "name": "tau",
          "value": 0.7543
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0324
      },
      "coherence_score": 0.7543355226516724,
      "coherence_diagnostics": {
        "tau": 0.7543355226516724,
        "grad_tau": 0.02155250683426857,
        "torsion": 0.0,
        "alignment": 0.14351505041122437,
        "S_field": 0.12081914395093918,
        "Gamma_field": 0.20223794877529144,
        "S_over_Gamma": 0.5974108576774597,
        "Da": 12.539292335510254,
        "E_coh": 0.33526676893234253,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.8,
              43.73
            ],
            [
              -91.79,
              43.73
            ],
            [
              -91.78,
              43.73
            ],
            [
              -91.77,
              43.73
            ],
            [
              -91.78,
              43.73
            ],
            [
              -91.79,
              43.72
            ],
            [
              -91.79,
              43.71
            ],
            [
              -91.79,
              43.7
            ],
            [
              -91.79,
              43.69
            ],
            [
              -91.79,
              43.68
            ],
            [
              -91.78,
              43.67
            ],
            [
              -91.77,
              43.67
            ],
            [
              -91.76,
              43.66
            ],
            [
              -91.75,
              43.65
            ],
            [
              -91.74,
              43.66
            ],
            [
              -91.73,
              43.66
            ],
            [
              -91.72,
              43.66
            ],
            [
              -91.71,
              43.66
            ],
            [
              -91.7,
              43.65
            ],
            [
              -91.69,
              43.66
            ],
            [
              -91.68,
              43.65
            ],
            [
              -91.67,
              43.64
            ],
            [
              -91.66,
              43.64
            ],
            [
              -91.67,
              43.63
            ],
            [
              -91.67,
              43.62
            ],
            [
              -91.68,
              43.61
            ],
            [
              -91.68,
              43.6
            ],
            [
              -91.67,
              43.59
            ],
            [
              -91.67,
              43.58
            ],
            [
              -91.68,
              43.58
            ],
            [
              -91.69,
              43.57
            ],
            [
              -91.7,
              43.57
            ],
            [
              -91.71,
              43.57
            ],
            [
              -91.72,
              43.57
            ],
            [
              -91.73,
              43.56
            ],
            [
              -91.74,
              43.56
            ],
            [
              -91.75,
              43.56
            ],
            [
              -91.76,
              43.57
            ],
            [
              -91.76,
              43.58
            ],
            [
              -91.75,
              43.59
            ],
            [
              -91.75,
              43.6
            ],
            [
              -91.76,
              43.61
            ],
            [
              -91.77,
              43.62
            ],
            [
              -91.77,
              43.63
            ],
            [
              -91.76,
              43.64
            ],
            [
              -91.77,
              43.65
            ],
            [
              -91.78,
              43.65
            ],
            [
              -91.79,
              43.65
            ],
            [
              -91.8,
              43.65
            ],
            [
              -91.81,
              43.65
            ],
            [
              -91.81,
              43.66
            ],
            [
              -91.8,
              43.67
            ],
            [
              -91.79,
              43.68
            ],
            [
              -91.79,
              43.69
            ],
            [
              -91.79,
              43.7
            ],
            [
              -91.79,
              43.71
            ],
            [
              -91.79,
              43.72
            ],
            [
              -91.8,
              43.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0324,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7f391134bdce225620e1874a9cdcb630a8aa28f7fc78dd4d506366c3e2d71825",
        "input_sha256": "86595e80c3555b86f870a9293cffbe71ecaa7ba3a9438265709015c0db04f155",
        "issued_at": "2026-07-16T16:30:03Z",
        "raw_probability": 0.0324,
        "probability": 0.001066,
        "confidence_lo": 0.001046,
        "confidence_hi": 0.001066,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b31a8dd67ee7628975b806f7bffaa0dc7fe30e80cae4b2487084e580758bb7c"
      },
      "receipt_sha256": "1b31a8dd67ee7628975b806f7bffaa0dc7fe30e80cae4b2487084e580758bb7c"
    }
  ]
}
