{
  "forecast_id": "to_fcst_20260731_1918",
  "hazard": "tornado",
  "issued_at": "2026-07-31T19:18:29Z",
  "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": 182,
  "top_probability": 0.0127,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "226863",
      "lat": 37.1492,
      "lon": -89.401,
      "motion_east": 7.7,
      "motion_south": 0.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0127,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 190.0,
      "ebshear": 20.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6793
        },
        {
          "name": "alignment",
          "value": -7.315
        },
        {
          "name": "tau",
          "value": 1.7255
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5891
      },
      "coherence_score": 1.7254568338394165,
      "coherence_diagnostics": {
        "tau": 1.7254568338394165,
        "grad_tau": 0.1810508370399475,
        "torsion": 0.0,
        "alignment": -7.315042495727539,
        "S_field": 0.5100818276405334,
        "Gamma_field": 0.5913899540901184,
        "S_over_Gamma": 0.862513542175293,
        "Da": 37.164249420166016,
        "E_coh": 0.44210290908813477,
        "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": [
          [
            [
              -89.13,
              37.46
            ],
            [
              -89.07,
              37.46
            ],
            [
              -89.06,
              37.42
            ],
            [
              -89.07,
              37.41
            ],
            [
              -89.07,
              37.38
            ],
            [
              -89.11,
              37.3
            ],
            [
              -89.12,
              37.23
            ],
            [
              -89.13,
              37.21
            ],
            [
              -89.15,
              37.2
            ],
            [
              -89.19,
              37.16
            ],
            [
              -89.19,
              37.14
            ],
            [
              -89.21,
              37.11
            ],
            [
              -89.27,
              37.1
            ],
            [
              -89.29,
              37.07
            ],
            [
              -89.29,
              37.04
            ],
            [
              -89.32,
              37.02
            ],
            [
              -89.42,
              37.01
            ],
            [
              -89.49,
              36.97
            ],
            [
              -89.56,
              36.97
            ],
            [
              -89.57,
              36.96
            ],
            [
              -89.61,
              36.95
            ],
            [
              -89.65,
              36.91
            ],
            [
              -89.65,
              36.9
            ],
            [
              -89.69,
              36.88
            ],
            [
              -89.71,
              36.88
            ],
            [
              -89.72,
              36.89
            ],
            [
              -89.72,
              36.94
            ],
            [
              -89.73,
              36.95
            ],
            [
              -89.72,
              36.96
            ],
            [
              -89.72,
              36.98
            ],
            [
              -89.7,
              37.02
            ],
            [
              -89.67,
              37.06
            ],
            [
              -89.65,
              37.07
            ],
            [
              -89.57,
              37.07
            ],
            [
              -89.56,
              37.06
            ],
            [
              -89.54,
              37.07
            ],
            [
              -89.5,
              37.14
            ],
            [
              -89.5,
              37.17
            ],
            [
              -89.48,
              37.2
            ],
            [
              -89.48,
              37.22
            ],
            [
              -89.46,
              37.26
            ],
            [
              -89.42,
              37.26
            ],
            [
              -89.4,
              37.25
            ],
            [
              -89.39,
              37.26
            ],
            [
              -89.37,
              37.26
            ],
            [
              -89.34,
              37.29
            ],
            [
              -89.28,
              37.32
            ],
            [
              -89.23,
              37.32
            ],
            [
              -89.2,
              37.35
            ],
            [
              -89.2,
              37.37
            ],
            [
              -89.15,
              37.42
            ],
            [
              -89.13,
              37.46
            ]
          ]
        ]
      },
      "raw_probability": 0.5891,
      "confidence_lo": 0.0111,
      "confidence_hi": 0.0127,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f144444cff92423681ce1ac0ca5f4a273b4265b3e8caad46c61b51cf4eb2cf14",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.5891,
        "probability": 0.012672,
        "confidence_lo": 0.011062,
        "confidence_hi": 0.012693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ce173d0cb1e5b9a7eccf6ca722e8104df0aa244d5378d7d4e4e2997a6b83130",
        "signature": {
          "alg": "ed25519",
          "sig": "3c553c9aa34a676e3e2af6f59e863e6bdddef48b73ebb0f1788ba1a26002cf1f4eb76427bd2171c7a1b6ceae0ace89371c68ec616e2868c826dc034da05cd808"
        }
      },
      "receipt_sha256": "7ce173d0cb1e5b9a7eccf6ca722e8104df0aa244d5378d7d4e4e2997a6b83130"
    },
    {
      "storm_id": "225696",
      "lat": 28.3391,
      "lon": -80.2927,
      "motion_east": 7.7,
      "motion_south": 3.1,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0043,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3853.0,
      "ebshear": 25.0,
      "srh01": 70.0,
      "maxllaz": 0.006,
      "mesh": 0.33,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5543
        },
        {
          "name": "alignment",
          "value": -0.2659
        },
        {
          "name": "tau",
          "value": 2.7682
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3832
      },
      "coherence_score": 2.7682361602783203,
      "coherence_diagnostics": {
        "tau": 2.7682361602783203,
        "grad_tau": 0.310240238904953,
        "torsion": 0.0,
        "alignment": -0.26592132449150085,
        "S_field": 0.7743479609489441,
        "Gamma_field": 0.21138997375965118,
        "S_over_Gamma": 3.6631252765655518,
        "Da": 13.711638450622559,
        "E_coh": 0.9761444926261902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "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": [
          [
            [
              -80.28,
              28.38
            ],
            [
              -80.26,
              28.38
            ],
            [
              -80.24,
              28.36
            ],
            [
              -80.24,
              28.34
            ],
            [
              -80.29,
              28.29
            ],
            [
              -80.33,
              28.28
            ],
            [
              -80.34,
              28.29
            ],
            [
              -80.34,
              28.32
            ],
            [
              -80.31,
              28.35
            ],
            [
              -80.31,
              28.36
            ],
            [
              -80.28,
              28.38
            ]
          ]
        ]
      },
      "raw_probability": 0.3832,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0043,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e307d61ef152ac507a6f7587c01c7b8eeedc255b627f601d971aad67d4911882",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.3832,
        "probability": 0.00426,
        "confidence_lo": 0.003198,
        "confidence_hi": 0.004264,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76f1a986246c03320f82c17cd778d75a1630f11e8dff7e75dd7417db04abd4e3",
        "signature": {
          "alg": "ed25519",
          "sig": "60dc049b65717ef9f51b2d13dd3ca9e15ffb24ef965fd234b3f2e204e32d34f0af885461df4b2ed1f3024735cbc06d7f54af3f836dd2e46b1757f0e14ab0050f"
        }
      },
      "receipt_sha256": "76f1a986246c03320f82c17cd778d75a1630f11e8dff7e75dd7417db04abd4e3"
    },
    {
      "storm_id": "227100",
      "lat": 28.0763,
      "lon": -80.36,
      "motion_east": 7.4,
      "motion_south": 2.6,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3645.0,
      "ebshear": 23.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5543
        },
        {
          "name": "alignment",
          "value": -0.2659
        },
        {
          "name": "tau",
          "value": 2.7682
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3603
      },
      "coherence_score": 2.7682361602783203,
      "coherence_diagnostics": {
        "tau": 2.7682361602783203,
        "grad_tau": 0.310240238904953,
        "torsion": 0.0,
        "alignment": -0.26592132449150085,
        "S_field": 0.7743479609489441,
        "Gamma_field": 0.21138997375965118,
        "S_over_Gamma": 3.6631252765655518,
        "Da": 13.711638450622559,
        "E_coh": 0.9761444926261902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.38,
              28.1
            ],
            [
              -80.34,
              28.1
            ],
            [
              -80.33,
              28.09
            ],
            [
              -80.33,
              28.05
            ],
            [
              -80.34,
              28.04
            ],
            [
              -80.39,
              28.04
            ],
            [
              -80.39,
              28.09
            ],
            [
              -80.38,
              28.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3603,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "654df61884dc6109375b8752bf97c69c42f0697952d598ad163e46748b5ca852",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.3603,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ef1470fdfa4b679b5d70821dfb4c57ab55d47f0c9194693e425f11d21cda658",
        "signature": {
          "alg": "ed25519",
          "sig": "ff69f9d8c52d5c498ad9c5e89b148a6c2f8a4dd08c9d9d17ff2a071606fba980b3a579eac051a00862492e033546d79e9408f7a36b71b37d7d930f02258a0e00"
        }
      },
      "receipt_sha256": "5ef1470fdfa4b679b5d70821dfb4c57ab55d47f0c9194693e425f11d21cda658"
    },
    {
      "storm_id": "227090",
      "lat": 35.8375,
      "lon": -89.8063,
      "motion_east": 7.8,
      "motion_south": 7.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1089.0,
      "ebshear": 24.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9293
        },
        {
          "name": "alignment",
          "value": 1.3581
        },
        {
          "name": "tau",
          "value": 1.9285
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.323
      },
      "coherence_score": 1.9285173416137695,
      "coherence_diagnostics": {
        "tau": 1.9285173416137695,
        "grad_tau": 0.19763603806495667,
        "torsion": 0.0,
        "alignment": 1.358069658279419,
        "S_field": 1.0071585178375244,
        "Gamma_field": 0.3697233200073242,
        "S_over_Gamma": 2.7240869998931885,
        "Da": 22.907733917236328,
        "E_coh": 0.7031725645065308,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.81,
              35.88
            ],
            [
              -89.79,
              35.88
            ],
            [
              -89.77,
              35.86
            ],
            [
              -89.77,
              35.8
            ],
            [
              -89.8,
              35.78
            ],
            [
              -89.85,
              35.78
            ],
            [
              -89.85,
              35.84
            ],
            [
              -89.81,
              35.88
            ]
          ]
        ]
      },
      "raw_probability": 0.323,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6118c7d970583ac405452c206d045a5f6ae46af2c68e37238ad1e2aa196eb4ec",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.323,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9648224cc8428ece30c2950a0657c4198e5352d6582096913c7dfe7bdf9b6ef",
        "signature": {
          "alg": "ed25519",
          "sig": "a584f2d03712fcb393c4192554c2210612b4b9972a144dabdddc87afb2f54e5507755a8fdb817d29002c119fa501b46ddc37076a8ee7674e17bf133d9940ca04"
        }
      },
      "receipt_sha256": "e9648224cc8428ece30c2950a0657c4198e5352d6582096913c7dfe7bdf9b6ef"
    },
    {
      "storm_id": "227067",
      "lat": 40.01,
      "lon": -89.6112,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 195.0,
      "ebshear": 20.0,
      "srh01": 120.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3043
        },
        {
          "name": "alignment",
          "value": -2.4504
        },
        {
          "name": "tau",
          "value": 1.767
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.309
      },
      "coherence_score": 1.766988754272461,
      "coherence_diagnostics": {
        "tau": 1.766988754272461,
        "grad_tau": 0.04354462772607803,
        "torsion": 0.0,
        "alignment": -2.4503684043884277,
        "S_field": 0.5644040703773499,
        "Gamma_field": 0.18722330033779144,
        "S_over_Gamma": 3.014603853225708,
        "Da": 11.220160484313965,
        "E_coh": 0.6921885013580322,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.64,
              40.04
            ],
            [
              -89.59,
              40.04
            ],
            [
              -89.58,
              40.03
            ],
            [
              -89.58,
              39.99
            ],
            [
              -89.59,
              39.97
            ],
            [
              -89.62,
              39.97
            ],
            [
              -89.65,
              40.0
            ],
            [
              -89.64,
              40.04
            ]
          ]
        ]
      },
      "raw_probability": 0.309,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3d3c28c6ae5086cd0b4f26106adcb8a7aa2382ad1ee9a6a52dfa45e060db3e56",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.309,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50aa7e514ab50110ff00f6beac953a5a0dbd24a474d5c25018d62d546dfe5b08",
        "signature": {
          "alg": "ed25519",
          "sig": "64e3a839a776349148f9dacb82531731d9a4c90b332f16dc9d55fc9e9a121ebf93d1d06c7c73f0406ae650fa69f660971f77e057c73a5329d47a90186eff2a01"
        }
      },
      "receipt_sha256": "50aa7e514ab50110ff00f6beac953a5a0dbd24a474d5c25018d62d546dfe5b08"
    },
    {
      "storm_id": "227089",
      "lat": 36.6427,
      "lon": -89.34,
      "motion_east": 7.4,
      "motion_south": 0.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0024,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 246.0,
      "ebshear": 20.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6793
        },
        {
          "name": "alignment",
          "value": -7.315
        },
        {
          "name": "tau",
          "value": 1.7255
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2885
      },
      "coherence_score": 1.7254568338394165,
      "coherence_diagnostics": {
        "tau": 1.7254568338394165,
        "grad_tau": 0.1810508370399475,
        "torsion": 0.0,
        "alignment": -7.315042495727539,
        "S_field": 0.5100818276405334,
        "Gamma_field": 0.5913899540901184,
        "S_over_Gamma": 0.862513542175293,
        "Da": 37.164249420166016,
        "E_coh": 0.44210290908813477,
        "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": [
          [
            [
              -89.35,
              36.68
            ],
            [
              -89.32,
              36.68
            ],
            [
              -89.31,
              36.67
            ],
            [
              -89.31,
              36.61
            ],
            [
              -89.32,
              36.6
            ],
            [
              -89.34,
              36.6
            ],
            [
              -89.35,
              36.61
            ],
            [
              -89.35,
              36.63
            ],
            [
              -89.37,
              36.65
            ],
            [
              -89.37,
              36.66
            ],
            [
              -89.35,
              36.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2885,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0024,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ea69962aa38283992dc50ec9d136328195dcf14231c1eaab24bf1fd40d5320ce",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.2885,
        "probability": 0.002409,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.00241,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d03c9f2fadf137c344f9f9bf7c1a83b00a0380b8c9ede43d9198122365066c5f",
        "signature": {
          "alg": "ed25519",
          "sig": "5c4a20c4c43526f73e6d59410d48c8d8a2221e8e59e5f6eeaccef7968eff9e6873ed366188847d953e5827b77e10c85a9d9b015f4a9630ee33c14ac3f63b340d"
        }
      },
      "receipt_sha256": "d03c9f2fadf137c344f9f9bf7c1a83b00a0380b8c9ede43d9198122365066c5f"
    },
    {
      "storm_id": "227043",
      "lat": 37.2554,
      "lon": -88.8286,
      "motion_east": 7.0,
      "motion_south": 0.9,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 105.0,
      "ebshear": 11.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4293
        },
        {
          "name": "alignment",
          "value": -6.5703
        },
        {
          "name": "tau",
          "value": 1.4998
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2539
      },
      "coherence_score": 1.499761939048767,
      "coherence_diagnostics": {
        "tau": 1.499761939048767,
        "grad_tau": 0.321467787027359,
        "torsion": 0.0,
        "alignment": -6.570263862609863,
        "S_field": 0.45823338627815247,
        "Gamma_field": 0.3038899898529053,
        "S_over_Gamma": 1.507892370223999,
        "Da": 18.901948928833008,
        "E_coh": 0.3765462636947632,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.87,
              37.41
            ],
            [
              -88.82,
              37.41
            ],
            [
              -88.78,
              37.39
            ],
            [
              -88.78,
              37.35
            ],
            [
              -88.77,
              37.34
            ],
            [
              -88.77,
              37.25
            ],
            [
              -88.74,
              37.22
            ],
            [
              -88.74,
              37.21
            ],
            [
              -88.69,
              37.17
            ],
            [
              -88.69,
              37.12
            ],
            [
              -88.7,
              37.11
            ],
            [
              -88.74,
              37.11
            ],
            [
              -88.75,
              37.12
            ],
            [
              -88.79,
              37.12
            ],
            [
              -88.8,
              37.13
            ],
            [
              -88.82,
              37.13
            ],
            [
              -88.84,
              37.16
            ],
            [
              -88.84,
              37.19
            ],
            [
              -88.87,
              37.24
            ],
            [
              -88.87,
              37.26
            ],
            [
              -88.89,
              37.28
            ],
            [
              -88.95,
              37.28
            ],
            [
              -88.98,
              37.31
            ],
            [
              -88.99,
              37.33
            ],
            [
              -88.97,
              37.36
            ],
            [
              -88.95,
              37.36
            ],
            [
              -88.93,
              37.38
            ],
            [
              -88.87,
              37.41
            ]
          ]
        ]
      },
      "raw_probability": 0.2539,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c5985da07445d841f0799c508dc05d6ebf7b53a1abcaee3a32cf48eb15a758be",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.2539,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cab94c0d70238b267a7e5d43aeccea17d21a8e0f4680ad60f473dbb4caf03337",
        "signature": {
          "alg": "ed25519",
          "sig": "61ed0ac90fe35c3ad0755fab8840fa6c0571d8c3189de6d41141bc2cc59f52dc7b97c705976529011405cac1f45e49bcff94b2c4455517034f00e0a23f664f08"
        }
      },
      "receipt_sha256": "cab94c0d70238b267a7e5d43aeccea17d21a8e0f4680ad60f473dbb4caf03337"
    },
    {
      "storm_id": "226650",
      "lat": 35.6724,
      "lon": -90.029,
      "motion_east": 7.8,
      "motion_south": 7.8,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1506.0,
      "ebshear": 22.0,
      "srh01": 41.0,
      "maxllaz": 0.01,
      "mesh": 0.18,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9293
        },
        {
          "name": "alignment",
          "value": 5.197
        },
        {
          "name": "tau",
          "value": 2.0736
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2477
      },
      "coherence_score": 2.0735881328582764,
      "coherence_diagnostics": {
        "tau": 2.0735881328582764,
        "grad_tau": 0.23702816665172577,
        "torsion": 0.0,
        "alignment": 5.197012424468994,
        "S_field": 0.7196970582008362,
        "Gamma_field": 0.33805665373802185,
        "S_over_Gamma": 2.1289243698120117,
        "Da": 21.392982482910156,
        "E_coh": 0.8131654858589172,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.0,
              35.8
            ],
            [
              -89.97,
              35.8
            ],
            [
              -89.96,
              35.79
            ],
            [
              -89.92,
              35.78
            ],
            [
              -89.89,
              35.75
            ],
            [
              -89.89,
              35.7
            ],
            [
              -89.94,
              35.64
            ],
            [
              -89.94,
              35.63
            ],
            [
              -90.01,
              35.56
            ],
            [
              -90.03,
              35.56
            ],
            [
              -90.05,
              35.54
            ],
            [
              -90.13,
              35.54
            ],
            [
              -90.14,
              35.55
            ],
            [
              -90.14,
              35.57
            ],
            [
              -90.16,
              35.59
            ],
            [
              -90.16,
              35.61
            ],
            [
              -90.13,
              35.64
            ],
            [
              -90.1,
              35.71
            ],
            [
              -90.03,
              35.78
            ],
            [
              -90.02,
              35.78
            ],
            [
              -90.0,
              35.8
            ]
          ]
        ]
      },
      "raw_probability": 0.2477,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5f3875fbf2c4b78289acad99caeed8d2d8dff0b236eb077e7c4cf614c1d11173",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.2477,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d7ee27a01646d1e7a1fca42de34b78f9ac7bccafa8f348aab87b4587e21cec5f",
        "signature": {
          "alg": "ed25519",
          "sig": "ba6381a8fd99a4933c156122d3f570484e982f3cdba4098ebb0621c977275542d95c7b23821028990a1d74ab0d5a9d21f2cebefdd18ebd4a27b8fb93077e0905"
        }
      },
      "receipt_sha256": "d7ee27a01646d1e7a1fca42de34b78f9ac7bccafa8f348aab87b4587e21cec5f"
    },
    {
      "storm_id": "227082",
      "lat": 28.4589,
      "lon": -80.1633,
      "motion_east": 7.7,
      "motion_south": 3.1,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4295.0,
      "ebshear": 24.0,
      "srh01": 61.0,
      "maxllaz": 0.004,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5543
        },
        {
          "name": "alignment",
          "value": -0.2659
        },
        {
          "name": "tau",
          "value": 2.7682
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2467
      },
      "coherence_score": 2.7682361602783203,
      "coherence_diagnostics": {
        "tau": 2.7682361602783203,
        "grad_tau": 0.310240238904953,
        "torsion": 0.0,
        "alignment": -0.26592132449150085,
        "S_field": 0.7743479609489441,
        "Gamma_field": 0.21138997375965118,
        "S_over_Gamma": 3.6631252765655518,
        "Da": 13.711638450622559,
        "E_coh": 0.9761444926261902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.19,
              28.49
            ],
            [
              -80.13,
              28.49
            ],
            [
              -80.12,
              28.48
            ],
            [
              -80.12,
              28.43
            ],
            [
              -80.13,
              28.42
            ],
            [
              -80.19,
              28.42
            ],
            [
              -80.2,
              28.43
            ],
            [
              -80.2,
              28.48
            ],
            [
              -80.19,
              28.49
            ]
          ]
        ]
      },
      "raw_probability": 0.2467,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ed19402bccce5e6853db18c871e5116ee2ea465a76a906f74e23ecadaa33b36c",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.2467,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc75c16021f795acf4c5139115266060b93602a8505c54197d55884d1d5e97a6",
        "signature": {
          "alg": "ed25519",
          "sig": "5bd60db48ed38ef10978569324d2e5e60fa739adbf88a0eb8764245cf667d4272f14a8ec3c5259131ee811a3aa0d664c782170ba87c00ee597cae282e6997405"
        }
      },
      "receipt_sha256": "bc75c16021f795acf4c5139115266060b93602a8505c54197d55884d1d5e97a6"
    },
    {
      "storm_id": "226299",
      "lat": 28.91,
      "lon": -80.4957,
      "motion_east": 8.3,
      "motion_south": 2.6,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4344.0,
      "ebshear": 20.0,
      "srh01": 50.0,
      "maxllaz": 0.005,
      "mesh": 0.4,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.0543
        },
        {
          "name": "alignment",
          "value": -1.6371
        },
        {
          "name": "tau",
          "value": 2.8955
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2137
      },
      "coherence_score": 2.895538806915283,
      "coherence_diagnostics": {
        "tau": 2.895538806915283,
        "grad_tau": 0.31511032581329346,
        "torsion": 0.0,
        "alignment": -1.6370935440063477,
        "S_field": 0.44105297327041626,
        "Gamma_field": 0.343889981508255,
        "S_over_Gamma": 1.2825409173965454,
        "Da": 22.51385498046875,
        "E_coh": 0.8883159160614014,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "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": [
          [
            [
              -80.48,
              29.0
            ],
            [
              -80.43,
              29.0
            ],
            [
              -80.42,
              28.99
            ],
            [
              -80.42,
              28.92
            ],
            [
              -80.43,
              28.91
            ],
            [
              -80.43,
              28.89
            ],
            [
              -80.53,
              28.8
            ],
            [
              -80.57,
              28.8
            ],
            [
              -80.58,
              28.81
            ],
            [
              -80.59,
              28.85
            ],
            [
              -80.58,
              28.87
            ],
            [
              -80.5,
              28.94
            ],
            [
              -80.5,
              28.96
            ],
            [
              -80.48,
              29.0
            ]
          ]
        ]
      },
      "raw_probability": 0.2137,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6ea5199b58f0d8f83eaceddcbe94b1f0367839c426d39cac4d3c3634ecf3af71",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.2137,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa18725f453cd38a53b28baf5971a5caf8c8c3dc38e9d83d52431adb2455a894",
        "signature": {
          "alg": "ed25519",
          "sig": "96fcf8bddfc9a87136b549a5d2bf5bf50ccf7cc850f1c5c62f10220bb751f5edf76939a9648ba439c03224c71fbd0a64652aea1c06372a4386a3818f65b46c04"
        }
      },
      "receipt_sha256": "aa18725f453cd38a53b28baf5971a5caf8c8c3dc38e9d83d52431adb2455a894"
    },
    {
      "storm_id": "226902",
      "lat": 46.2407,
      "lon": -86.44,
      "motion_east": 2.7,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1741.0,
      "ebshear": 14.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.42,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8043
        },
        {
          "name": "alignment",
          "value": -10.6166
        },
        {
          "name": "tau",
          "value": 0.4615
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1723
      },
      "coherence_score": 0.46149730682373047,
      "coherence_diagnostics": {
        "tau": 0.46149730682373047,
        "grad_tau": 0.03532196208834648,
        "torsion": 0.0,
        "alignment": -10.616554260253906,
        "S_field": 0.30859217047691345,
        "Gamma_field": 0.9355567097663879,
        "S_over_Gamma": 0.3298487067222595,
        "Da": 56.969303131103516,
        "E_coh": 0.29358404874801636,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.49,
              46.32
            ],
            [
              -86.43,
              46.32
            ],
            [
              -86.4,
              46.29
            ],
            [
              -86.4,
              46.27
            ],
            [
              -86.35,
              46.22
            ],
            [
              -86.35,
              46.18
            ],
            [
              -86.37,
              46.16
            ],
            [
              -86.42,
              46.16
            ],
            [
              -86.43,
              46.17
            ],
            [
              -86.45,
              46.17
            ],
            [
              -86.52,
              46.24
            ],
            [
              -86.53,
              46.26
            ],
            [
              -86.53,
              46.29
            ],
            [
              -86.49,
              46.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1723,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "90c1f81be7c946363883afc3d923e04d243f4f4d0ff0b9b635fad5a4a19849c8",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1723,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04e86f699353e8055dba6567b2de46e0417ae6997ad4361316712ba232f5b555",
        "signature": {
          "alg": "ed25519",
          "sig": "bc673f0d59485b30ea9eb1901a03eb83cd988ae15e9fabda2a7500038c23c27fed63caa51a6d5d54bf79c68d0a11d0919ed29e913f1d5e6131eee2daa49b4b04"
        }
      },
      "receipt_sha256": "04e86f699353e8055dba6567b2de46e0417ae6997ad4361316712ba232f5b555"
    },
    {
      "storm_id": "226940",
      "lat": 27.4757,
      "lon": -78.3993,
      "motion_east": 4.5,
      "motion_south": 0.6,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3241.0,
      "ebshear": 27.0,
      "srh01": 82.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3043
        },
        {
          "name": "alignment",
          "value": -0.0486
        },
        {
          "name": "tau",
          "value": 2.6121
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1712
      },
      "coherence_score": 2.612149238586426,
      "coherence_diagnostics": {
        "tau": 2.612149238586426,
        "grad_tau": 0.5613150596618652,
        "torsion": 0.0,
        "alignment": -0.048618048429489136,
        "S_field": 0.7812787890434265,
        "Gamma_field": 0.2255566418170929,
        "S_over_Gamma": 3.4637808799743652,
        "Da": 14.98470401763916,
        "E_coh": 0.9815557599067688,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.45,
              27.54
            ],
            [
              -78.4,
              27.54
            ],
            [
              -78.37,
              27.52
            ],
            [
              -78.34,
              27.52
            ],
            [
              -78.31,
              27.49
            ],
            [
              -78.29,
              27.45
            ],
            [
              -78.29,
              27.43
            ],
            [
              -78.33,
              27.38
            ],
            [
              -78.45,
              27.39
            ],
            [
              -78.49,
              27.41
            ],
            [
              -78.49,
              27.45
            ],
            [
              -78.47,
              27.47
            ],
            [
              -78.46,
              27.53
            ],
            [
              -78.45,
              27.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1712,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f9029d5dd596a50a1d57e1595a86dc4e14b7ba01544b392daa1bc0534340359e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1712,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62cd8143569c0fff116b722c7f83c81eedc4c17f7ce0b5f89dd5108e640c9dce",
        "signature": {
          "alg": "ed25519",
          "sig": "da60dfb78566f294e51b97578da282af288bfdae7be28bc6710276c4b7beee6a49c5be57408bb2e7ec72667ed3e8f6b92c3a9c2e1d432d3e5371f9619184db0e"
        }
      },
      "receipt_sha256": "62cd8143569c0fff116b722c7f83c81eedc4c17f7ce0b5f89dd5108e640c9dce"
    },
    {
      "storm_id": "226949",
      "lat": 36.7711,
      "lon": -89.0622,
      "motion_east": 7.4,
      "motion_south": 0.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 113.0,
      "ebshear": 15.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.4293
        },
        {
          "name": "alignment",
          "value": -5.8168
        },
        {
          "name": "tau",
          "value": 1.6457
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1676
      },
      "coherence_score": 1.6457412242889404,
      "coherence_diagnostics": {
        "tau": 1.6457412242889404,
        "grad_tau": 0.2646040618419647,
        "torsion": 0.0,
        "alignment": -5.816805839538574,
        "S_field": 0.5393732190132141,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 1.8999375104904175,
        "Da": 17.604705810546875,
        "E_coh": 0.46654489636421204,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.08,
              36.82
            ],
            [
              -89.03,
              36.82
            ],
            [
              -89.01,
              36.8
            ],
            [
              -89.01,
              36.75
            ],
            [
              -89.05,
              36.7
            ],
            [
              -89.08,
              36.71
            ],
            [
              -89.11,
              36.74
            ],
            [
              -89.11,
              36.78
            ],
            [
              -89.08,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.1676,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6abea0434a63c0586b4f2ba57d176769bcb76004d25a386deebe865a1b89baf7",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1676,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d565e1293175553877524bf1317edb8958b99eef97a2b7b88f962dfd6210208e",
        "signature": {
          "alg": "ed25519",
          "sig": "a6500e3bb0a5188fddeb7352bf603c2f396d3b1f62ae7fc9b109450fcd25e9aedc790d536793368a673d42cbc1928aa6df1747a5ccce1410b26312c2d22a960b"
        }
      },
      "receipt_sha256": "d565e1293175553877524bf1317edb8958b99eef97a2b7b88f962dfd6210208e"
    },
    {
      "storm_id": "226978",
      "lat": 27.5615,
      "lon": -78.2392,
      "motion_east": 4.4,
      "motion_south": 0.6,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2305.0,
      "ebshear": 28.0,
      "srh01": 99.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3043
        },
        {
          "name": "alignment",
          "value": -0.0486
        },
        {
          "name": "tau",
          "value": 2.6121
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1654
      },
      "coherence_score": 2.612149238586426,
      "coherence_diagnostics": {
        "tau": 2.612149238586426,
        "grad_tau": 0.5613150596618652,
        "torsion": 0.0,
        "alignment": -0.048618048429489136,
        "S_field": 0.7812787890434265,
        "Gamma_field": 0.2255566418170929,
        "S_over_Gamma": 3.4637808799743652,
        "Da": 14.98470401763916,
        "E_coh": 0.9815557599067688,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.28,
              27.61
            ],
            [
              -78.24,
              27.61
            ],
            [
              -78.22,
              27.59
            ],
            [
              -78.2,
              27.59
            ],
            [
              -78.19,
              27.58
            ],
            [
              -78.18,
              27.56
            ],
            [
              -78.18,
              27.5
            ],
            [
              -78.2,
              27.48
            ],
            [
              -78.25,
              27.5
            ],
            [
              -78.29,
              27.53
            ],
            [
              -78.3,
              27.55
            ],
            [
              -78.3,
              27.59
            ],
            [
              -78.28,
              27.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1654,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d092485fc12c1f09ccc06775a36957338c2b17fee92645e043865289f6e9474a",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1654,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b3ce87e2123d7efe2f55e1d088eebb4782c9e5d5ef02957736f8e1db0004838",
        "signature": {
          "alg": "ed25519",
          "sig": "2b3b679a78708a9f97f446febce2722c1edb4e0ff6d9ada268b1540e70f29b4623918f3579918953dc4c929b47d5fe3b2beaf78715cd11658f1bc0295e3cfd0a"
        }
      },
      "receipt_sha256": "9b3ce87e2123d7efe2f55e1d088eebb4782c9e5d5ef02957736f8e1db0004838"
    },
    {
      "storm_id": "226551",
      "lat": 46.339,
      "lon": -87.125,
      "motion_east": 2.5,
      "motion_south": 0.2,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1298.0,
      "ebshear": 13.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.4,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8043
        },
        {
          "name": "alignment",
          "value": -10.6664
        },
        {
          "name": "tau",
          "value": 0.5175
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1605
      },
      "coherence_score": 0.5174868106842041,
      "coherence_diagnostics": {
        "tau": 0.5174868106842041,
        "grad_tau": 0.10404112190008163,
        "torsion": 0.0,
        "alignment": -10.666401863098145,
        "S_field": 0.06412986665964127,
        "Gamma_field": 0.1513899713754654,
        "S_over_Gamma": 0.42360711097717285,
        "Da": 9.013084411621094,
        "E_coh": 0.3191046416759491,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.15,
              46.37
            ],
            [
              -87.09,
              46.37
            ],
            [
              -87.08,
              46.36
            ],
            [
              -87.08,
              46.32
            ],
            [
              -87.1,
              46.3
            ],
            [
              -87.14,
              46.3
            ],
            [
              -87.15,
              46.31
            ],
            [
              -87.15,
              46.34
            ],
            [
              -87.16,
              46.35
            ],
            [
              -87.15,
              46.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1605,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dfeb65f0c4c20f470e2905c4171cb6bd3719c044f1a96ce4a6d36e1960898f81",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1605,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d3ac859f55189dec3bc7049b134933ef42042e9bb9f2fe4b85c87f59ba8c892",
        "signature": {
          "alg": "ed25519",
          "sig": "5fa1b9ad1a9e1f093f617d6d5697ef3f8ea37ba4f8f2aa4259c7c7370a5cce825830d6ee7557e106d518810b1eb2c74e7e186ae8e0c9bfc8fd7b28d9a01c290d"
        }
      },
      "receipt_sha256": "7d3ac859f55189dec3bc7049b134933ef42042e9bb9f2fe4b85c87f59ba8c892"
    },
    {
      "storm_id": "226571",
      "lat": 37.055,
      "lon": -89.0119,
      "motion_east": 7.4,
      "motion_south": 0.6,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 123.0,
      "ebshear": 17.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.4293
        },
        {
          "name": "alignment",
          "value": -5.8168
        },
        {
          "name": "tau",
          "value": 1.6457
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1605
      },
      "coherence_score": 1.6457412242889404,
      "coherence_diagnostics": {
        "tau": 1.6457412242889404,
        "grad_tau": 0.2646040618419647,
        "torsion": 0.0,
        "alignment": -5.816805839538574,
        "S_field": 0.5393732190132141,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 1.8999375104904175,
        "Da": 17.604705810546875,
        "E_coh": 0.46654489636421204,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "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": [
          [
            [
              -89.0,
              37.11
            ],
            [
              -88.99,
              37.1
            ],
            [
              -88.97,
              37.1
            ],
            [
              -88.95,
              37.07
            ],
            [
              -88.95,
              37.0
            ],
            [
              -88.99,
              36.98
            ],
            [
              -89.02,
              36.98
            ],
            [
              -89.03,
              36.99
            ],
            [
              -89.03,
              37.01
            ],
            [
              -89.06,
              37.04
            ],
            [
              -89.06,
              37.05
            ],
            [
              -89.05,
              37.06
            ],
            [
              -89.05,
              37.08
            ],
            [
              -89.03,
              37.1
            ],
            [
              -89.01,
              37.1
            ],
            [
              -89.0,
              37.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1605,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dfeb65f0c4c20f470e2905c4171cb6bd3719c044f1a96ce4a6d36e1960898f81",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1605,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d3ac859f55189dec3bc7049b134933ef42042e9bb9f2fe4b85c87f59ba8c892",
        "signature": {
          "alg": "ed25519",
          "sig": "5fa1b9ad1a9e1f093f617d6d5697ef3f8ea37ba4f8f2aa4259c7c7370a5cce825830d6ee7557e106d518810b1eb2c74e7e186ae8e0c9bfc8fd7b28d9a01c290d"
        }
      },
      "receipt_sha256": "7d3ac859f55189dec3bc7049b134933ef42042e9bb9f2fe4b85c87f59ba8c892"
    },
    {
      "storm_id": "226903",
      "lat": 46.2756,
      "lon": -86.6822,
      "motion_east": 2.7,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1365.0,
      "ebshear": 14.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8043
        },
        {
          "name": "alignment",
          "value": -10.6664
        },
        {
          "name": "tau",
          "value": 0.5175
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1605
      },
      "coherence_score": 0.5174868106842041,
      "coherence_diagnostics": {
        "tau": 0.5174868106842041,
        "grad_tau": 0.10404112190008163,
        "torsion": 0.0,
        "alignment": -10.666401863098145,
        "S_field": 0.06412986665964127,
        "Gamma_field": 0.1513899713754654,
        "S_over_Gamma": 0.42360711097717285,
        "Da": 9.013084411621094,
        "E_coh": 0.3191046416759491,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.7,
              46.31
            ],
            [
              -86.65,
              46.31
            ],
            [
              -86.64,
              46.3
            ],
            [
              -86.64,
              46.25
            ],
            [
              -86.66,
              46.23
            ],
            [
              -86.71,
              46.23
            ],
            [
              -86.72,
              46.25
            ],
            [
              -86.72,
              46.29
            ],
            [
              -86.7,
              46.31
            ]
          ]
        ]
      },
      "raw_probability": 0.1605,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dfeb65f0c4c20f470e2905c4171cb6bd3719c044f1a96ce4a6d36e1960898f81",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1605,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d3ac859f55189dec3bc7049b134933ef42042e9bb9f2fe4b85c87f59ba8c892",
        "signature": {
          "alg": "ed25519",
          "sig": "5fa1b9ad1a9e1f093f617d6d5697ef3f8ea37ba4f8f2aa4259c7c7370a5cce825830d6ee7557e106d518810b1eb2c74e7e186ae8e0c9bfc8fd7b28d9a01c290d"
        }
      },
      "receipt_sha256": "7d3ac859f55189dec3bc7049b134933ef42042e9bb9f2fe4b85c87f59ba8c892"
    },
    {
      "storm_id": "226941",
      "lat": 27.342,
      "lon": -78.193,
      "motion_east": 4.4,
      "motion_south": 0.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2897.0,
      "ebshear": 28.0,
      "srh01": 109.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3043
        },
        {
          "name": "alignment",
          "value": -0.0486
        },
        {
          "name": "tau",
          "value": 2.6121
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1583
      },
      "coherence_score": 2.612149238586426,
      "coherence_diagnostics": {
        "tau": 2.612149238586426,
        "grad_tau": 0.5613150596618652,
        "torsion": 0.0,
        "alignment": -0.048618048429489136,
        "S_field": 0.7812787890434265,
        "Gamma_field": 0.2255566418170929,
        "S_over_Gamma": 3.4637808799743652,
        "Da": 14.98470401763916,
        "E_coh": 0.9815557599067688,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.21,
              27.38
            ],
            [
              -78.17,
              27.38
            ],
            [
              -78.15,
              27.36
            ],
            [
              -78.15,
              27.33
            ],
            [
              -78.16,
              27.31
            ],
            [
              -78.18,
              27.3
            ],
            [
              -78.22,
              27.3
            ],
            [
              -78.24,
              27.32
            ],
            [
              -78.24,
              27.36
            ],
            [
              -78.21,
              27.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1583,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bbf3973f2f5916a481db74f7338572787d14c1f5eb56dd3c65fc884df6d480ee",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1583,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf6c41f99d66c78506a69b93f62a0dcd71f0e09ae26f9f71f74eb358a05fab0c",
        "signature": {
          "alg": "ed25519",
          "sig": "00a76362f08a47c3a0d93398fca647cda51b0a92bcb82caa260cf5695802286e4ac9fe70d410794c9db2690a37705611f5e5e31660d0df1cc9d455de3a76c50d"
        }
      },
      "receipt_sha256": "cf6c41f99d66c78506a69b93f62a0dcd71f0e09ae26f9f71f74eb358a05fab0c"
    },
    {
      "storm_id": "226990",
      "lat": 46.3342,
      "lon": -86.9308,
      "motion_east": 2.7,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1377.0,
      "ebshear": 13.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8043
        },
        {
          "name": "alignment",
          "value": -10.6664
        },
        {
          "name": "tau",
          "value": 0.5175
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1472
      },
      "coherence_score": 0.5174868106842041,
      "coherence_diagnostics": {
        "tau": 0.5174868106842041,
        "grad_tau": 0.10404112190008163,
        "torsion": 0.0,
        "alignment": -10.666401863098145,
        "S_field": 0.06412986665964127,
        "Gamma_field": 0.1513899713754654,
        "S_over_Gamma": 0.42360711097717285,
        "Da": 9.013084411621094,
        "E_coh": 0.3191046416759491,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.92,
              46.38
            ],
            [
              -86.88,
              46.34
            ],
            [
              -86.88,
              46.32
            ],
            [
              -86.9,
              46.29
            ],
            [
              -86.92,
              46.28
            ],
            [
              -86.95,
              46.28
            ],
            [
              -86.97,
              46.3
            ],
            [
              -86.98,
              46.34
            ],
            [
              -86.96,
              46.36
            ],
            [
              -86.96,
              46.37
            ],
            [
              -86.93,
              46.37
            ],
            [
              -86.92,
              46.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1472,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0ad276cc30caf25860bdb75b153fde892d7de32c7d86adac2e17ae40be7ab874",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1472,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5140ae3f0355385022f490df5b8d10208d877ca9956e3765c63000b3701af317",
        "signature": {
          "alg": "ed25519",
          "sig": "c4e16016d3e2de9d9f61cdf6668d106cfa6ff62f5fa6923460fc8c791e76b948e055a998a084375d6b9105fd4113da2c9391c0377a445206c30b5e23f470e008"
        }
      },
      "receipt_sha256": "5140ae3f0355385022f490df5b8d10208d877ca9956e3765c63000b3701af317"
    },
    {
      "storm_id": "226930",
      "lat": 35.5523,
      "lon": -90.2462,
      "motion_east": 7.8,
      "motion_south": 7.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1951.0,
      "ebshear": 19.0,
      "srh01": 28.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8043
        },
        {
          "name": "alignment",
          "value": 3.94
        },
        {
          "name": "tau",
          "value": 1.8505
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1224
      },
      "coherence_score": 1.8504750728607178,
      "coherence_diagnostics": {
        "tau": 1.8504750728607178,
        "grad_tau": 0.3316330909729004,
        "torsion": 0.0,
        "alignment": 3.9400417804718018,
        "S_field": 0.914040744304657,
        "Gamma_field": 0.3280566334724426,
        "S_over_Gamma": 2.7862284183502197,
        "Da": 20.864957809448242,
        "E_coh": 0.8424131870269775,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.26,
              35.6
            ],
            [
              -90.23,
              35.6
            ],
            [
              -90.21,
              35.59
            ],
            [
              -90.2,
              35.58
            ],
            [
              -90.2,
              35.54
            ],
            [
              -90.22,
              35.52
            ],
            [
              -90.24,
              35.52
            ],
            [
              -90.26,
              35.5
            ],
            [
              -90.27,
              35.5
            ],
            [
              -90.28,
              35.51
            ],
            [
              -90.28,
              35.55
            ],
            [
              -90.29,
              35.57
            ],
            [
              -90.26,
              35.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1224,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "34b0d4089b72008f24f733850985d67d1f2a07a9ad944186f91e5376d2c83939",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1224,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e764fdf348663228eb5ba2a317d63b021d148ab25628eb4bbaf8858d320e98b",
        "signature": {
          "alg": "ed25519",
          "sig": "4f0d49dfe9e1f63baa245dbc32ceea4fdd5ad68a375aae10a0632d8df9b17546857d68456a4c38013f4f2ea06f9e913a27cfa4ffeb8ae0d79c1cc3c4acc96b01"
        }
      },
      "receipt_sha256": "0e764fdf348663228eb5ba2a317d63b021d148ab25628eb4bbaf8858d320e98b"
    },
    {
      "storm_id": "226336",
      "lat": 36.9171,
      "lon": -88.7388,
      "motion_east": 6.6,
      "motion_south": 0.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 13.0,
      "ebshear": 4.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.4293
        },
        {
          "name": "alignment",
          "value": -5.8168
        },
        {
          "name": "tau",
          "value": 1.6457
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1177
      },
      "coherence_score": 1.6457412242889404,
      "coherence_diagnostics": {
        "tau": 1.6457412242889404,
        "grad_tau": 0.2646040618419647,
        "torsion": 0.0,
        "alignment": -5.816805839538574,
        "S_field": 0.5393732190132141,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 1.8999375104904175,
        "Da": 17.604705810546875,
        "E_coh": 0.46654489636421204,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.76,
              37.04
            ],
            [
              -88.74,
              37.04
            ],
            [
              -88.69,
              37.0
            ],
            [
              -88.69,
              36.95
            ],
            [
              -88.64,
              36.9
            ],
            [
              -88.64,
              36.87
            ],
            [
              -88.68,
              36.84
            ],
            [
              -88.71,
              36.84
            ],
            [
              -88.73,
              36.85
            ],
            [
              -88.74,
              36.84
            ],
            [
              -88.77,
              36.84
            ],
            [
              -88.79,
              36.83
            ],
            [
              -88.83,
              36.85
            ],
            [
              -88.83,
              36.9
            ],
            [
              -88.78,
              36.95
            ],
            [
              -88.78,
              37.01
            ],
            [
              -88.76,
              37.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1177,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bd946683f29539864a2df5c5d95ea574bec0c37eced392395a7c874e7f5a73ba",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1177,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e223301075300a8e739c1cb0e434800b61eef09d812ed273e1b4a2d29f12836",
        "signature": {
          "alg": "ed25519",
          "sig": "895b05604b80d236e7511e4bc03416587cf19af46f757112d668e9ff87d8f865e945e652cdd5d98bb504e872e4940825bc666394898a19b6ea51c6f446207f0a"
        }
      },
      "receipt_sha256": "5e223301075300a8e739c1cb0e434800b61eef09d812ed273e1b4a2d29f12836"
    },
    {
      "storm_id": "226925",
      "lat": 42.382,
      "lon": -87.85,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 281.0,
      "ebshear": 17.0,
      "srh01": 63.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5543
        },
        {
          "name": "alignment",
          "value": 1.8569
        },
        {
          "name": "tau",
          "value": 1.1752
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1125
      },
      "coherence_score": 1.1752341985702515,
      "coherence_diagnostics": {
        "tau": 1.1752341985702515,
        "grad_tau": 0.2443092316389084,
        "torsion": 0.0,
        "alignment": 1.8568987846374512,
        "S_field": 0.21053257584571838,
        "Gamma_field": 0.16638997197151184,
        "S_over_Gamma": 1.2652961015701294,
        "Da": 11.03853988647461,
        "E_coh": 0.5345054864883423,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.86,
              42.43
            ],
            [
              -87.82,
              42.43
            ],
            [
              -87.8,
              42.4
            ],
            [
              -87.8,
              42.35
            ],
            [
              -87.83,
              42.31
            ],
            [
              -87.87,
              42.31
            ],
            [
              -87.89,
              42.34
            ],
            [
              -87.89,
              42.4
            ],
            [
              -87.88,
              42.42
            ],
            [
              -87.86,
              42.43
            ]
          ]
        ]
      },
      "raw_probability": 0.1125,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4c0014570bd1391ce32c0b8a7ff95d113feda19b84b29fe08ce19e0f3d3f4112",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1125,
        "probability": 0.001969,
        "confidence_lo": 0.001729,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1e420a01d0d8836ee36bb1b502640f9bd6cd9dca2476f25b31883279fd782a0",
        "signature": {
          "alg": "ed25519",
          "sig": "eeaaa9866c6cc848075fafa3df385765177d22b72a601d8b075f518e908b08af5537910326fa9ddb4ad964fbce9aa0ebc5ba7a0521d56c02760949c7c6c3190e"
        }
      },
      "receipt_sha256": "e1e420a01d0d8836ee36bb1b502640f9bd6cd9dca2476f25b31883279fd782a0"
    },
    {
      "storm_id": "227018",
      "lat": 43.6213,
      "lon": -93.8025,
      "motion_east": 3.0,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 119.0,
      "ebshear": 11.0,
      "srh01": 94.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8043
        },
        {
          "name": "alignment",
          "value": -0.2913
        },
        {
          "name": "tau",
          "value": 0.9553
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1034
      },
      "coherence_score": 0.9552574753761292,
      "coherence_diagnostics": {
        "tau": 0.9552574753761292,
        "grad_tau": 0.12055878341197968,
        "torsion": 0.0,
        "alignment": -0.29134321212768555,
        "S_field": 0.16965271532535553,
        "Gamma_field": 0.17388997972011566,
        "S_over_Gamma": 0.9756324887275696,
        "Da": 9.557843208312988,
        "E_coh": 0.5775039792060852,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.82,
              43.65
            ],
            [
              -93.76,
              43.65
            ],
            [
              -93.78,
              43.62
            ],
            [
              -93.78,
              43.59
            ],
            [
              -93.8,
              43.58
            ],
            [
              -93.83,
              43.59
            ],
            [
              -93.83,
              43.64
            ],
            [
              -93.82,
              43.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1034,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b76b7f9e1930f8aa36d178270af107624f7524db0fa9e0843b536318544225e4",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1034,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "810d582609bdc41e917addb407b4344ab31d272d2a41cf0e1d37a4245b5f8f55",
        "signature": {
          "alg": "ed25519",
          "sig": "623fa8c755e8ef5b9a5dc2678bb4dfbcdf7f89aef9b75b3192e3654d5313786a152fe3e7cc6fd87751f33623e66cb193ec399bc4511695058f2e3ad400a6d804"
        }
      },
      "receipt_sha256": "810d582609bdc41e917addb407b4344ab31d272d2a41cf0e1d37a4245b5f8f55"
    },
    {
      "storm_id": "226835",
      "lat": 39.6686,
      "lon": -93.4019,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1538.0,
      "ebshear": 35.0,
      "srh01": 98.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.8043
        },
        {
          "name": "alignment",
          "value": 4.6329
        },
        {
          "name": "tau",
          "value": 1.0132
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1019
      },
      "coherence_score": 1.0131964683532715,
      "coherence_diagnostics": {
        "tau": 1.0131964683532715,
        "grad_tau": 0.16625896096229553,
        "torsion": 0.0,
        "alignment": 4.63293981552124,
        "S_field": 0.23326513171195984,
        "Gamma_field": 0.6163899898529053,
        "S_over_Gamma": 0.3784375786781311,
        "Da": 33.16055679321289,
        "E_coh": 0.325748473405838,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.39,
              39.72
            ],
            [
              -93.33,
              39.72
            ],
            [
              -93.33,
              39.71
            ],
            [
              -93.37,
              39.71
            ],
            [
              -93.38,
              39.7
            ],
            [
              -93.37,
              39.69
            ],
            [
              -93.36,
              39.65
            ],
            [
              -93.38,
              39.63
            ],
            [
              -93.38,
              39.6
            ],
            [
              -93.4,
              39.59
            ],
            [
              -93.41,
              39.6
            ],
            [
              -93.44,
              39.6
            ],
            [
              -93.46,
              39.62
            ],
            [
              -93.45,
              39.64
            ],
            [
              -93.47,
              39.68
            ],
            [
              -93.46,
              39.69
            ],
            [
              -93.44,
              39.68
            ],
            [
              -93.43,
              39.69
            ],
            [
              -93.41,
              39.69
            ],
            [
              -93.39,
              39.71
            ],
            [
              -93.39,
              39.72
            ]
          ]
        ]
      },
      "raw_probability": 0.1019,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "331d76d313c6b04bc28c043dd6e9496c63e90493c4361449a1d6fc067e379cd0",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.1019,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e106b6aa5ae802e0c6e9134f331799f8c8904f0bf575fcdc5661451b81b0c52a",
        "signature": {
          "alg": "ed25519",
          "sig": "f60357ac71e0f999d7bedad64adc2076e9acd802daff30cbb4f5293151c827266ecb1f110501987c9dcfd67933aeb679ed8808b17de81ba6512069a019bba905"
        }
      },
      "receipt_sha256": "e106b6aa5ae802e0c6e9134f331799f8c8904f0bf575fcdc5661451b81b0c52a"
    },
    {
      "storm_id": "227017",
      "lat": 26.1015,
      "lon": -77.1077,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3584.0,
      "ebshear": 26.0,
      "srh01": 32.0,
      "maxllaz": 0.0,
      "mesh": 0.47,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 1.9361
        },
        {
          "name": "tau",
          "value": 1.2877
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0974
      },
      "coherence_score": 1.2877482175827026,
      "coherence_diagnostics": {
        "tau": 1.2877482175827026,
        "grad_tau": 0.9717022180557251,
        "torsion": 0.0,
        "alignment": 1.9360812902450562,
        "S_field": 1.1834064722061157,
        "Gamma_field": 0.2505566477775574,
        "S_over_Gamma": 4.723109245300293,
        "Da": 15.460184097290039,
        "E_coh": 0.9723732471466064,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.13,
              26.16
            ],
            [
              -77.07,
              26.15
            ],
            [
              -77.05,
              26.13
            ],
            [
              -77.05,
              26.1
            ],
            [
              -77.04,
              26.09
            ],
            [
              -77.06,
              26.06
            ],
            [
              -77.08,
              26.05
            ],
            [
              -77.14,
              26.05
            ],
            [
              -77.16,
              26.06
            ],
            [
              -77.17,
              26.08
            ],
            [
              -77.16,
              26.1
            ],
            [
              -77.16,
              26.13
            ],
            [
              -77.13,
              26.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0974,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0974,
        "probability": 0.001357,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001357,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cffd85a5c3c67b2d41ef7d50a11061e711c9d6ec73a70ee46b45be14cd7f18dd",
        "signature": {
          "alg": "ed25519",
          "sig": "026ebfb7ca74d379e6a27b95bf05b319b4a7fe89c0e8c6ff67f3e20bcd76120fc8f0128de39ea489f1a6024c15df3b1359dd5b3c6e6f399f6d36ea94bf590b0a"
        }
      },
      "receipt_sha256": "cffd85a5c3c67b2d41ef7d50a11061e711c9d6ec73a70ee46b45be14cd7f18dd"
    },
    {
      "storm_id": "226900",
      "lat": 26.69,
      "lon": -78.3527,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3928.0,
      "ebshear": 24.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0543
        },
        {
          "name": "alignment",
          "value": 1.2944
        },
        {
          "name": "tau",
          "value": 1.9739
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0969
      },
      "coherence_score": 1.973894476890564,
      "coherence_diagnostics": {
        "tau": 1.973894476890564,
        "grad_tau": 0.6897891163825989,
        "torsion": 0.0,
        "alignment": 1.2944297790527344,
        "S_field": 0.7327839732170105,
        "Gamma_field": 0.2530566453933716,
        "S_over_Gamma": 2.895730972290039,
        "Da": 15.950992584228516,
        "E_coh": 0.972038984298706,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.38,
              26.74
            ],
            [
              -78.36,
              26.73
            ],
            [
              -78.32,
              26.73
            ],
            [
              -78.3,
              26.71
            ],
            [
              -78.29,
              26.66
            ],
            [
              -78.33,
              26.63
            ],
            [
              -78.37,
              26.63
            ],
            [
              -78.38,
              26.65
            ],
            [
              -78.38,
              26.68
            ],
            [
              -78.39,
              26.69
            ],
            [
              -78.38,
              26.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0969,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b942cb8051e899423c75353019e62b10fdd221e788efef2cf96373cd8c2cff65",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0969,
        "probability": 0.001357,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001357,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0961deef14a6e004ee2b47ff753d7e8e3afdbafe759bd2ac42a4cfdb208d0b2",
        "signature": {
          "alg": "ed25519",
          "sig": "2d2afd3c6ab9e8e50148c5291b90150b7cb8fe0069fdc4e5258c7575b18a6c50905ea1a07e49dd5af7051a30ef2b4fcb43425991cd94f44112f600108c404f0b"
        }
      },
      "receipt_sha256": "d0961deef14a6e004ee2b47ff753d7e8e3afdbafe759bd2ac42a4cfdb208d0b2"
    },
    {
      "storm_id": "226771",
      "lat": 30.4967,
      "lon": -87.1592,
      "motion_east": 1.3,
      "motion_south": -1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4003.0,
      "ebshear": 22.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.42,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5543
        },
        {
          "name": "alignment",
          "value": 2.0788
        },
        {
          "name": "tau",
          "value": 3.2477
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0928
      },
      "coherence_score": 3.2476601600646973,
      "coherence_diagnostics": {
        "tau": 3.2476601600646973,
        "grad_tau": 0.4062155783176422,
        "torsion": 0.0,
        "alignment": 2.078810691833496,
        "S_field": 1.2101484537124634,
        "Gamma_field": 0.2372233122587204,
        "S_over_Gamma": 5.10130500793457,
        "Da": 15.09622859954834,
        "E_coh": 0.9719670414924622,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.14,
              30.54
            ],
            [
              -87.1,
              30.54
            ],
            [
              -87.08,
              30.52
            ],
            [
              -87.08,
              30.49
            ],
            [
              -87.12,
              30.44
            ],
            [
              -87.18,
              30.44
            ],
            [
              -87.2,
              30.46
            ],
            [
              -87.2,
              30.47
            ],
            [
              -87.24,
              30.5
            ],
            [
              -87.23,
              30.51
            ],
            [
              -87.2,
              30.51
            ],
            [
              -87.14,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0928,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9949bf735ee769fd39226302e150146b0cacc3345ef7b770aced133005f9e714",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0928,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "876e1dcbe9d417039bb3bcbdcaf4f8a9f98952761eb2cba2192feadbfc7fa4c5",
        "signature": {
          "alg": "ed25519",
          "sig": "add9d54d01973e84719e6232fcdfb18a60cad33a4d4ee65ed88f1dacc615d333d5d06853cebb915c9d7c87594d48582a01e86ac1ed9a12bdce5331f667d1e902"
        }
      },
      "receipt_sha256": "876e1dcbe9d417039bb3bcbdcaf4f8a9f98952761eb2cba2192feadbfc7fa4c5"
    },
    {
      "storm_id": "226931",
      "lat": 35.3244,
      "lon": -90.1572,
      "motion_east": 7.5,
      "motion_south": 7.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2004.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9293
        },
        {
          "name": "alignment",
          "value": 5.197
        },
        {
          "name": "tau",
          "value": 2.0736
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0911
      },
      "coherence_score": 2.0735881328582764,
      "coherence_diagnostics": {
        "tau": 2.0735881328582764,
        "grad_tau": 0.23702816665172577,
        "torsion": 0.0,
        "alignment": 5.197012424468994,
        "S_field": 0.7196970582008362,
        "Gamma_field": 0.33805665373802185,
        "S_over_Gamma": 2.1289243698120117,
        "Da": 21.392982482910156,
        "E_coh": 0.8131654858589172,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.14,
              35.39
            ],
            [
              -90.1,
              35.37
            ],
            [
              -90.11,
              35.35
            ],
            [
              -90.1,
              35.34
            ],
            [
              -90.1,
              35.31
            ],
            [
              -90.12,
              35.28
            ],
            [
              -90.12,
              35.26
            ],
            [
              -90.15,
              35.23
            ],
            [
              -90.19,
              35.22
            ],
            [
              -90.23,
              35.25
            ],
            [
              -90.23,
              35.29
            ],
            [
              -90.21,
              35.33
            ],
            [
              -90.19,
              35.34
            ],
            [
              -90.18,
              35.36
            ],
            [
              -90.19,
              35.37
            ],
            [
              -90.18,
              35.38
            ],
            [
              -90.15,
              35.38
            ],
            [
              -90.14,
              35.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0911,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a783474cbdffad9af249e8dc4d6e9686b44e5f1bae705c46b442b2f00dc1f247",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0911,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5747a36d183bdc625c31c08fc5b2d3083fda2be5c5c525cca1ae0fce9c87e87",
        "signature": {
          "alg": "ed25519",
          "sig": "d7b117f5efc62203b82c629744d18edbe1db79a08e270ce08143f59845b5ad1149a56a00bcc759a387b9386270066228c4bc8a87fc198fffd8e032f49d780608"
        }
      },
      "receipt_sha256": "e5747a36d183bdc625c31c08fc5b2d3083fda2be5c5c525cca1ae0fce9c87e87"
    },
    {
      "storm_id": "226490",
      "lat": 27.6787,
      "lon": -80.2467,
      "motion_east": 5.9,
      "motion_south": 0.8,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3941.0,
      "ebshear": 20.0,
      "srh01": 40.0,
      "maxllaz": 0.004,
      "mesh": 0.31,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4293
        },
        {
          "name": "alignment",
          "value": 0.2655
        },
        {
          "name": "tau",
          "value": 2.3338
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0906
      },
      "coherence_score": 2.333798408508301,
      "coherence_diagnostics": {
        "tau": 2.333798408508301,
        "grad_tau": 0.5234887003898621,
        "torsion": 0.0,
        "alignment": 0.265464186668396,
        "S_field": 0.55302894115448,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 2.339477062225342,
        "Da": 15.1812744140625,
        "E_coh": 0.9624336957931519,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.23,
              27.8
            ],
            [
              -80.19,
              27.8
            ],
            [
              -80.17,
              27.78
            ],
            [
              -80.17,
              27.68
            ],
            [
              -80.18,
              27.67
            ],
            [
              -80.18,
              27.64
            ],
            [
              -80.2,
              27.61
            ],
            [
              -80.23,
              27.61
            ],
            [
              -80.25,
              27.62
            ],
            [
              -80.27,
              27.6
            ],
            [
              -80.29,
              27.56
            ],
            [
              -80.33,
              27.57
            ],
            [
              -80.34,
              27.58
            ],
            [
              -80.34,
              27.61
            ],
            [
              -80.29,
              27.61
            ],
            [
              -80.25,
              27.66
            ],
            [
              -80.26,
              27.67
            ],
            [
              -80.25,
              27.68
            ],
            [
              -80.25,
              27.72
            ],
            [
              -80.26,
              27.73
            ],
            [
              -80.26,
              27.75
            ],
            [
              -80.25,
              27.76
            ],
            [
              -80.25,
              27.78
            ],
            [
              -80.23,
              27.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0906,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2cdc328a954d869b3cb2ac1669a474a76c6816e3c77534076ca5c490afd76007",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0906,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c4d4b997e758466d38f11d7436be73d00e71adba3907f6b164196c725154fec8",
        "signature": {
          "alg": "ed25519",
          "sig": "101536e0e74f2f9ce3252948c1ed67637f51ee2e3e3e38e005412a1ac04e06254f43ab72a49047ab893450c2313a09f261294644b5c61c5ee6c836c9b755e305"
        }
      },
      "receipt_sha256": "c4d4b997e758466d38f11d7436be73d00e71adba3907f6b164196c725154fec8"
    },
    {
      "storm_id": "226823",
      "lat": 32.1371,
      "lon": -81.1396,
      "motion_east": 3.3,
      "motion_south": 2.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2559.0,
      "ebshear": 28.0,
      "srh01": 37.0,
      "maxllaz": 0.011,
      "mesh": 0.52,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.8043
        },
        {
          "name": "alignment",
          "value": -2.0162
        },
        {
          "name": "tau",
          "value": 2.801
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0883
      },
      "coherence_score": 2.800985336303711,
      "coherence_diagnostics": {
        "tau": 2.800985336303711,
        "grad_tau": 0.38150307536125183,
        "torsion": 0.0,
        "alignment": -2.0161614418029785,
        "S_field": 0.6046498417854309,
        "Gamma_field": 0.2647233307361603,
        "S_over_Gamma": 2.2840821743011475,
        "Da": 17.05500030517578,
        "E_coh": 0.9404180645942688,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.14,
              32.29
            ],
            [
              -81.1,
              32.29
            ],
            [
              -81.07,
              32.26
            ],
            [
              -81.07,
              32.24
            ],
            [
              -81.06,
              32.23
            ],
            [
              -81.06,
              32.19
            ],
            [
              -81.05,
              32.18
            ],
            [
              -81.05,
              32.09
            ],
            [
              -81.06,
              32.07
            ],
            [
              -81.07,
              32.07
            ],
            [
              -81.09,
              32.05
            ],
            [
              -81.13,
              32.04
            ],
            [
              -81.19,
              31.98
            ],
            [
              -81.23,
              31.98
            ],
            [
              -81.26,
              32.01
            ],
            [
              -81.26,
              32.05
            ],
            [
              -81.24,
              32.08
            ],
            [
              -81.21,
              32.08
            ],
            [
              -81.2,
              32.09
            ],
            [
              -81.18,
              32.13
            ],
            [
              -81.18,
              32.15
            ],
            [
              -81.15,
              32.18
            ],
            [
              -81.16,
              32.27
            ],
            [
              -81.14,
              32.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0883,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2c13e69765778fbcfbcc34a00647fc5ba2996f4b684ed83aa47f7069ba25fe99",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0883,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b7810af1220db98f4fbdc8553f9ddcc1bd6213c9d8d74f8be51c9fa7d9d17a6",
        "signature": {
          "alg": "ed25519",
          "sig": "6dc4f70d3b6989c7b5217410ce5dc17df0c54d8d207e5e5dfb2b3543582c42a6aa958e4cb6b5386d487e2f61fa47f30d92a378cf0fbc5a9c042e0f9c54f2dd04"
        }
      },
      "receipt_sha256": "4b7810af1220db98f4fbdc8553f9ddcc1bd6213c9d8d74f8be51c9fa7d9d17a6"
    },
    {
      "storm_id": "227068",
      "lat": 35.5,
      "lon": -90.4011,
      "motion_east": 7.4,
      "motion_south": 7.2,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2253.0,
      "ebshear": 17.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8043
        },
        {
          "name": "alignment",
          "value": 3.94
        },
        {
          "name": "tau",
          "value": 1.8505
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0866
      },
      "coherence_score": 1.8504750728607178,
      "coherence_diagnostics": {
        "tau": 1.8504750728607178,
        "grad_tau": 0.3316330909729004,
        "torsion": 0.0,
        "alignment": 3.9400417804718018,
        "S_field": 0.914040744304657,
        "Gamma_field": 0.3280566334724426,
        "S_over_Gamma": 2.7862284183502197,
        "Da": 20.864957809448242,
        "E_coh": 0.8424131870269775,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.41,
              35.54
            ],
            [
              -90.38,
              35.54
            ],
            [
              -90.36,
              35.52
            ],
            [
              -90.36,
              35.49
            ],
            [
              -90.39,
              35.45
            ],
            [
              -90.42,
              35.45
            ],
            [
              -90.44,
              35.47
            ],
            [
              -90.44,
              35.5
            ],
            [
              -90.41,
              35.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0866,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b9937bf2cc4dfd4e4222ed4b7c1849569a2b0333019daa79a30e25a6271b1204",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0866,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa36e094b86af33efa91037498625dc3a32c40fa7f09b0684200e0d025f039e9",
        "signature": {
          "alg": "ed25519",
          "sig": "36d6efaa8825f3f9d6b396ec0eaa5f9608b66af66f9770a2d2da32f9c8d9d5a49e4e4e653b65060a086052ade99ddf28c09d6e465af5201b5560d58c4fee900e"
        }
      },
      "receipt_sha256": "fa36e094b86af33efa91037498625dc3a32c40fa7f09b0684200e0d025f039e9"
    },
    {
      "storm_id": "226702",
      "lat": 30.5454,
      "lon": -86.6823,
      "motion_east": 3.2,
      "motion_south": 0.1,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3292.0,
      "ebshear": 21.0,
      "srh01": 40.0,
      "maxllaz": 0.005,
      "mesh": 0.42,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5543
        },
        {
          "name": "alignment",
          "value": 2.0788
        },
        {
          "name": "tau",
          "value": 3.2477
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0856
      },
      "coherence_score": 3.2476601600646973,
      "coherence_diagnostics": {
        "tau": 3.2476601600646973,
        "grad_tau": 0.4062155783176422,
        "torsion": 0.0,
        "alignment": 2.078810691833496,
        "S_field": 1.2101484537124634,
        "Gamma_field": 0.2372233122587204,
        "S_over_Gamma": 5.10130500793457,
        "Da": 15.09622859954834,
        "E_coh": 0.9719670414924622,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.7,
              30.6
            ],
            [
              -86.65,
              30.6
            ],
            [
              -86.65,
              30.58
            ],
            [
              -86.63,
              30.55
            ],
            [
              -86.63,
              30.48
            ],
            [
              -86.64,
              30.47
            ],
            [
              -86.7,
              30.47
            ],
            [
              -86.72,
              30.49
            ],
            [
              -86.73,
              30.55
            ],
            [
              -86.72,
              30.55
            ],
            [
              -86.71,
              30.57
            ],
            [
              -86.69,
              30.58
            ],
            [
              -86.7,
              30.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0856,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7a7652147382c28cf9e9c5b1ca3cfe8d95e208e82f3070a7ab9b90c86163f41e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0856,
        "probability": 0.00135,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c68ce400e9594b345633c39b801b26d63d00118ed0037cdb16d1f11c021ebde",
        "signature": {
          "alg": "ed25519",
          "sig": "4e236bd4e067317193a04c71ffe519bed36f27be7184fc72e2fb7cb3fb59a8b5d54e72446294c5cd35da6d3b9a1ee3a344d9273bc747b4c96ef21f297c583d0b"
        }
      },
      "receipt_sha256": "5c68ce400e9594b345633c39b801b26d63d00118ed0037cdb16d1f11c021ebde"
    },
    {
      "storm_id": "226979",
      "lat": 27.6005,
      "lon": -81.536,
      "motion_east": 7.9,
      "motion_south": 1.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3694.0,
      "ebshear": 12.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8043
        },
        {
          "name": "alignment",
          "value": -0.8323
        },
        {
          "name": "tau",
          "value": 2.3166
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0786
      },
      "coherence_score": 2.3165805339813232,
      "coherence_diagnostics": {
        "tau": 2.3165805339813232,
        "grad_tau": 0.4514143466949463,
        "torsion": 0.0,
        "alignment": -0.8323479890823364,
        "S_field": 0.5710457563400269,
        "Gamma_field": 0.2347233146429062,
        "S_over_Gamma": 2.4328463077545166,
        "Da": 15.156293869018555,
        "E_coh": 0.9749102592468262,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.49,
              27.66
            ],
            [
              -81.48,
              27.65
            ],
            [
              -81.48,
              27.62
            ],
            [
              -81.52,
              27.62
            ],
            [
              -81.53,
              27.61
            ],
            [
              -81.52,
              27.59
            ],
            [
              -81.49,
              27.59
            ],
            [
              -81.49,
              27.58
            ],
            [
              -81.52,
              27.58
            ],
            [
              -81.57,
              27.54
            ],
            [
              -81.59,
              27.55
            ],
            [
              -81.61,
              27.54
            ],
            [
              -81.62,
              27.56
            ],
            [
              -81.64,
              27.56
            ],
            [
              -81.55,
              27.58
            ],
            [
              -81.54,
              27.59
            ],
            [
              -81.55,
              27.64
            ],
            [
              -81.53,
              27.65
            ],
            [
              -81.51,
              27.64
            ],
            [
              -81.49,
              27.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0786,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "de77acc8c145d71bdc59f6fe4c34c6e67af3e5c232ccc3d3f22cb72a373fa842",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0786,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "865b261e1613a4838977265c4963b49e25d9fc0ef11d93176f59df8de7d31f85",
        "signature": {
          "alg": "ed25519",
          "sig": "e74de44702f2a1e3e40b0b50c3a92c82b674d4a2f8eb16259fffec8dafebe6d000e9280da58ccc62ae931ffd3eb87266ae6533f3c49c3fbdbf595275795f4b0a"
        }
      },
      "receipt_sha256": "865b261e1613a4838977265c4963b49e25d9fc0ef11d93176f59df8de7d31f85"
    },
    {
      "storm_id": "226877",
      "lat": 26.868,
      "lon": -81.225,
      "motion_east": 4.8,
      "motion_south": 0.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3791.0,
      "ebshear": 11.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3043
        },
        {
          "name": "alignment",
          "value": -0.386
        },
        {
          "name": "tau",
          "value": 1.7858
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0746
      },
      "coherence_score": 1.7858009338378906,
      "coherence_diagnostics": {
        "tau": 1.7858009338378906,
        "grad_tau": 0.6287681460380554,
        "torsion": 0.0,
        "alignment": -0.3859739303588867,
        "S_field": 0.5634850263595581,
        "Gamma_field": 0.30305665731430054,
        "S_over_Gamma": 1.8593388795852661,
        "Da": 19.526708602905273,
        "E_coh": 0.9699050784111023,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.24,
              26.9
            ],
            [
              -81.2,
              26.9
            ],
            [
              -81.19,
              26.89
            ],
            [
              -81.2,
              26.87
            ],
            [
              -81.2,
              26.84
            ],
            [
              -81.21,
              26.83
            ],
            [
              -81.25,
              26.83
            ],
            [
              -81.26,
              26.84
            ],
            [
              -81.26,
              26.88
            ],
            [
              -81.24,
              26.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0746,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "af29cc8f78171231d685fac77023b8a992f54183f4214acdeb7a6ee684c9645b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0746,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be8eb5ef83b3286ad2bfa15c12047fef2c874d1617be5650d0301b92a764d14e",
        "signature": {
          "alg": "ed25519",
          "sig": "2d3e49c5fee386dfa0b112b913f5893e4dd41a092340a66dd3810a390774624ef06fd4ecd6f1aeb81ba2ac511ec8a878e9c98da9e3966789b429a986ae55f70d"
        }
      },
      "receipt_sha256": "be8eb5ef83b3286ad2bfa15c12047fef2c874d1617be5650d0301b92a764d14e"
    },
    {
      "storm_id": "226869",
      "lat": 35.0844,
      "lon": -90.2822,
      "motion_east": 5.3,
      "motion_south": 3.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2593.0,
      "ebshear": 16.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8043
        },
        {
          "name": "alignment",
          "value": 3.94
        },
        {
          "name": "tau",
          "value": 1.8505
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0736
      },
      "coherence_score": 1.8504750728607178,
      "coherence_diagnostics": {
        "tau": 1.8504750728607178,
        "grad_tau": 0.3316330909729004,
        "torsion": 0.0,
        "alignment": 3.9400417804718018,
        "S_field": 0.914040744304657,
        "Gamma_field": 0.3280566334724426,
        "S_over_Gamma": 2.7862284183502197,
        "Da": 20.864957809448242,
        "E_coh": 0.8424131870269775,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.3,
              35.13
            ],
            [
              -90.25,
              35.13
            ],
            [
              -90.23,
              35.1
            ],
            [
              -90.24,
              35.06
            ],
            [
              -90.27,
              35.03
            ],
            [
              -90.31,
              35.03
            ],
            [
              -90.32,
              35.04
            ],
            [
              -90.32,
              35.11
            ],
            [
              -90.3,
              35.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0736,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5fe659395eae322590ebab12f25e4bcb7f5ed623e472296b3080bc02e959214d",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0736,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e2f181ce49f27830d40a3dffc5d72c11f4e24923f9ad503b64bcd4f26b583a9",
        "signature": {
          "alg": "ed25519",
          "sig": "c52e8147c1f6c3288e7213d2275255054094fb287f4ac6a0847590f8b037d453fc6914631f9cddd716acd699566e87405c0ba2a1a9cd5555839a53038769170b"
        }
      },
      "receipt_sha256": "3e2f181ce49f27830d40a3dffc5d72c11f4e24923f9ad503b64bcd4f26b583a9"
    },
    {
      "storm_id": "227080",
      "lat": 30.5321,
      "lon": -86.2693,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3987.0,
      "ebshear": 20.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5543
        },
        {
          "name": "alignment",
          "value": 0.6705
        },
        {
          "name": "tau",
          "value": 3.5627
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0735
      },
      "coherence_score": 3.5626940727233887,
      "coherence_diagnostics": {
        "tau": 3.5626940727233887,
        "grad_tau": 0.2903726398944855,
        "torsion": 0.0,
        "alignment": 0.670493483543396,
        "S_field": 1.4134469032287598,
        "Gamma_field": 0.25972333550453186,
        "S_over_Gamma": 5.44212532043457,
        "Da": 16.625471115112305,
        "E_coh": 0.9851235747337341,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.28,
              30.59
            ],
            [
              -86.22,
              30.58
            ],
            [
              -86.23,
              30.57
            ],
            [
              -86.23,
              30.54
            ],
            [
              -86.25,
              30.54
            ],
            [
              -86.26,
              30.53
            ],
            [
              -86.25,
              30.51
            ],
            [
              -86.23,
              30.51
            ],
            [
              -86.29,
              30.5
            ],
            [
              -86.31,
              30.47
            ],
            [
              -86.32,
              30.48
            ],
            [
              -86.31,
              30.49
            ],
            [
              -86.31,
              30.55
            ],
            [
              -86.28,
              30.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0735,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ea2af6ee0541534b26775c1d39b992c4d9d92e363a1b75b549d8f9412e0c84bb",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0735,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d10a9f2df610f8155b3103e139ab5adde4462e1cf2d6999cc9f4e18c83c22e9",
        "signature": {
          "alg": "ed25519",
          "sig": "81ee482c8552f58ce84d6c5e027bfa58d46e2c7d8ece21d7233502445b2096d8cdc8ead2b4196993301a68d9d63942f4b1aa24808ba6e26cfb656b528c70830a"
        }
      },
      "receipt_sha256": "3d10a9f2df610f8155b3103e139ab5adde4462e1cf2d6999cc9f4e18c83c22e9"
    },
    {
      "storm_id": "226810",
      "lat": 24.2024,
      "lon": -95.789,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 687.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.0543
        },
        {
          "name": "alignment",
          "value": 1.5787
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.7149242162704468,
        "torsion": 0.0,
        "alignment": 1.5786590576171875,
        "S_field": 0.5617892146110535,
        "Gamma_field": 0.5213899612426758,
        "S_over_Gamma": 1.0774837732315063,
        "Da": 29.906553268432617,
        "E_coh": 0.9408034086227417,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.8,
              24.28
            ],
            [
              -95.77,
              24.27
            ],
            [
              -95.77,
              24.25
            ],
            [
              -95.74,
              24.22
            ],
            [
              -95.73,
              24.22
            ],
            [
              -95.73,
              24.18
            ],
            [
              -95.71,
              24.16
            ],
            [
              -95.71,
              24.15
            ],
            [
              -95.73,
              24.13
            ],
            [
              -95.75,
              24.13
            ],
            [
              -95.76,
              24.12
            ],
            [
              -95.8,
              24.13
            ],
            [
              -95.82,
              24.14
            ],
            [
              -95.82,
              24.15
            ],
            [
              -95.86,
              24.19
            ],
            [
              -95.86,
              24.21
            ],
            [
              -95.88,
              24.25
            ],
            [
              -95.87,
              24.25
            ],
            [
              -95.85,
              24.27
            ],
            [
              -95.81,
              24.27
            ],
            [
              -95.8,
              24.28
            ]
          ]
        ]
      },
      "raw_probability": 0.072,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.072,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1afba51ed9824f27596062db0da8bdf8dd900ff27636db8358bf4cd1f1e8680d",
        "signature": {
          "alg": "ed25519",
          "sig": "6f3cbb9215a605c337aa03bb500ea8f543515bbc3545aed456333286a9632edce8cb6fda1aea5a6656e3e233e8d7adc3ee9df41f7de4ba25e5e121d812211f0c"
        }
      },
      "receipt_sha256": "1afba51ed9824f27596062db0da8bdf8dd900ff27636db8358bf4cd1f1e8680d"
    },
    {
      "storm_id": "225976",
      "lat": 47.2819,
      "lon": -84.0381,
      "motion_east": 5.0,
      "motion_south": 6.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1077.0,
      "ebshear": 16.0,
      "srh01": 21.0,
      "maxllaz": 0.005,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6793
        },
        {
          "name": "alignment",
          "value": 6.2732
        },
        {
          "name": "tau",
          "value": 0.4418
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0716
      },
      "coherence_score": 0.44177788496017456,
      "coherence_diagnostics": {
        "tau": 0.44177788496017456,
        "grad_tau": 0.1452587991952896,
        "torsion": 0.0,
        "alignment": 6.273221969604492,
        "S_field": 0.0557747520506382,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 0.23594380915164948,
        "Da": 13.410669326782227,
        "E_coh": 0.2530973553657532,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "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": [
          [
            [
              -84.05,
              47.37
            ],
            [
              -84.01,
              47.37
            ],
            [
              -83.98,
              47.34
            ],
            [
              -83.98,
              47.32
            ],
            [
              -83.95,
              47.27
            ],
            [
              -83.95,
              47.22
            ],
            [
              -83.98,
              47.19
            ],
            [
              -84.02,
              47.19
            ],
            [
              -84.04,
              47.2
            ],
            [
              -84.07,
              47.23
            ],
            [
              -84.08,
              47.23
            ],
            [
              -84.13,
              47.27
            ],
            [
              -84.11,
              47.3
            ],
            [
              -84.11,
              47.32
            ],
            [
              -84.1,
              47.32
            ],
            [
              -84.05,
              47.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0716,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "48008c542dfde8aba9acf852bc99b6d34e868d0efe4d7cb17ac50d87e0243dd4",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0716,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43a0f97ac1a622fd8d413b725a7c96961f8df635d0b768d86d69dfd57ee44d60",
        "signature": {
          "alg": "ed25519",
          "sig": "9b982bc9cecb28bb9baa18667eec069709b5623a09379d61fe395f18e011226b094cacdaa287e28da79d34614cf6665d52dbdcfc21a1a8a6e471dbd2e1ad2607"
        }
      },
      "receipt_sha256": "43a0f97ac1a622fd8d413b725a7c96961f8df635d0b768d86d69dfd57ee44d60"
    },
    {
      "storm_id": "226822",
      "lat": 32.5271,
      "lon": -81.0835,
      "motion_east": 4.1,
      "motion_south": 2.1,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1854.0,
      "ebshear": 26.0,
      "srh01": 8.0,
      "maxllaz": 0.008,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3043
        },
        {
          "name": "alignment",
          "value": -1.4252
        },
        {
          "name": "tau",
          "value": 2.3558
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0708
      },
      "coherence_score": 2.3557939529418945,
      "coherence_diagnostics": {
        "tau": 2.3557939529418945,
        "grad_tau": 0.6357558965682983,
        "torsion": 0.0,
        "alignment": -1.4251677989959717,
        "S_field": 0.8477483987808228,
        "Gamma_field": 0.25722333788871765,
        "S_over_Gamma": 3.2957677841186523,
        "Da": 16.129613876342773,
        "E_coh": 0.967447817325592,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.1,
              32.61
            ],
            [
              -81.02,
              32.61
            ],
            [
              -80.97,
              32.56
            ],
            [
              -80.96,
              32.53
            ],
            [
              -80.98,
              32.49
            ],
            [
              -81.0,
              32.47
            ],
            [
              -81.03,
              32.47
            ],
            [
              -81.04,
              32.48
            ],
            [
              -81.09,
              32.48
            ],
            [
              -81.14,
              32.45
            ],
            [
              -81.18,
              32.45
            ],
            [
              -81.2,
              32.48
            ],
            [
              -81.19,
              32.53
            ],
            [
              -81.15,
              32.57
            ],
            [
              -81.15,
              32.58
            ],
            [
              -81.12,
              32.59
            ],
            [
              -81.1,
              32.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0708,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "53127f7b223ca8346d79fc4eddc02053be22c88dd1c7c81996e3c00dbaba2733",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0708,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ef095bb4508b70392baceaf464a48054eb89c76e815b15d024a1e99465263e6",
        "signature": {
          "alg": "ed25519",
          "sig": "e5ae80b2cf54848b865c185c7f762efeb4dee10b49f90b7e5aff935288479c8cc90a35c0947c55b476d8d21ffad70a77be64573d22793d9f8da7dff5b1c54a0f"
        }
      },
      "receipt_sha256": "8ef095bb4508b70392baceaf464a48054eb89c76e815b15d024a1e99465263e6"
    },
    {
      "storm_id": "227101",
      "lat": 27.4556,
      "lon": -81.1833,
      "motion_east": 7.8,
      "motion_south": 1.2,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3565.0,
      "ebshear": 13.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8043
        },
        {
          "name": "alignment",
          "value": -0.8323
        },
        {
          "name": "tau",
          "value": 2.3166
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0704
      },
      "coherence_score": 2.3165805339813232,
      "coherence_diagnostics": {
        "tau": 2.3165805339813232,
        "grad_tau": 0.4514143466949463,
        "torsion": 0.0,
        "alignment": -0.8323479890823364,
        "S_field": 0.5710457563400269,
        "Gamma_field": 0.2347233146429062,
        "S_over_Gamma": 2.4328463077545166,
        "Da": 15.156293869018555,
        "E_coh": 0.9749102592468262,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.18,
              27.49
            ],
            [
              -81.14,
              27.49
            ],
            [
              -81.14,
              27.42
            ],
            [
              -81.16,
              27.41
            ],
            [
              -81.23,
              27.41
            ],
            [
              -81.21,
              27.45
            ],
            [
              -81.21,
              27.47
            ],
            [
              -81.2,
              27.47
            ],
            [
              -81.18,
              27.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0704,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1f0e6fac9cf3286554b123f1746a57165f6e7b47c1463b98e80d5618092478e5",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0704,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dda3f170d62ce771be6bb4df807d71775f6946d25bb19759c9b40e70a47d602",
        "signature": {
          "alg": "ed25519",
          "sig": "2a893de141ae6462fecc8481911a832ad7daa8dbd8622016a43819ff66173a62b015ad3b2eef8d3e54896eccfbb6f161948a84f31097199b04b6d80874b8f40a"
        }
      },
      "receipt_sha256": "1dda3f170d62ce771be6bb4df807d71775f6946d25bb19759c9b40e70a47d602"
    },
    {
      "storm_id": "227016",
      "lat": 29.139,
      "lon": -84.368,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3438.0,
      "ebshear": 17.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9293
        },
        {
          "name": "alignment",
          "value": 1.4178
        },
        {
          "name": "tau",
          "value": 3.2132
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0698
      },
      "coherence_score": 3.213188886642456,
      "coherence_diagnostics": {
        "tau": 3.213188886642456,
        "grad_tau": 0.3752746284008026,
        "torsion": 0.0,
        "alignment": 1.4178277254104614,
        "S_field": 0.8445316553115845,
        "Gamma_field": 0.21972329914569855,
        "S_over_Gamma": 3.8436145782470703,
        "Da": 13.585948944091797,
        "E_coh": 0.9312870502471924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.39,
              29.18
            ],
            [
              -84.34,
              29.18
            ],
            [
              -84.32,
              29.16
            ],
            [
              -84.33,
              29.14
            ],
            [
              -84.33,
              29.11
            ],
            [
              -84.35,
              29.09
            ],
            [
              -84.39,
              29.09
            ],
            [
              -84.42,
              29.11
            ],
            [
              -84.42,
              29.15
            ],
            [
              -84.39,
              29.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0698,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bdc8dfcf2c683b90104ef6130df164ef06cb966dd7e7aee7e1158f19d2f00e78",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0698,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd244bce169f80447cdb0e822b318b101ba220a0dacc5b28741eb31cb6151ed6",
        "signature": {
          "alg": "ed25519",
          "sig": "0fc6a3a32b4931a7758dd87bea15f6af8b746780a3896a4bcccedb3c4e082326791e40b437df9fdda039ed29bf4bc9058682b42585a1a9417fd213ae97324100"
        }
      },
      "receipt_sha256": "bd244bce169f80447cdb0e822b318b101ba220a0dacc5b28741eb31cb6151ed6"
    },
    {
      "storm_id": "227084",
      "lat": 43.735,
      "lon": -94.3542,
      "motion_east": 2.1,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 159.0,
      "ebshear": 17.0,
      "srh01": 73.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.1793
        },
        {
          "name": "alignment",
          "value": 1.6221
        },
        {
          "name": "tau",
          "value": 0.7695
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0683
      },
      "coherence_score": 0.7695298790931702,
      "coherence_diagnostics": {
        "tau": 0.7695298790931702,
        "grad_tau": 0.15282048285007477,
        "torsion": 0.0,
        "alignment": 1.6221160888671875,
        "S_field": 0.23234334588050842,
        "Gamma_field": 0.2513899803161621,
        "S_over_Gamma": 0.9242346882820129,
        "Da": 14.5101957321167,
        "E_coh": 0.37316036224365234,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.35,
              43.77
            ],
            [
              -94.31,
              43.77
            ],
            [
              -94.29,
              43.76
            ],
            [
              -94.29,
              43.71
            ],
            [
              -94.33,
              43.68
            ],
            [
              -94.37,
              43.68
            ],
            [
              -94.39,
              43.69
            ],
            [
              -94.41,
              43.72
            ],
            [
              -94.41,
              43.75
            ],
            [
              -94.39,
              43.76
            ],
            [
              -94.36,
              43.76
            ],
            [
              -94.35,
              43.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0683,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "97e356ea6b9ec1f32f7c7b906b3dfc27847052e41a28b1faa517f8ce7b2545de",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0683,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5333c18660fa8226d3a033524d560bd301844b4e37ccf9f6ee001e01f327c015",
        "signature": {
          "alg": "ed25519",
          "sig": "7b454cc27460ca1d278f2a8a05c6dcd4be9441a288aae04601bcab2fa4c04abc6a1d7ae893f288d6ce89dc1036d923204c686ad1bc9756566976bb3279380108"
        }
      },
      "receipt_sha256": "5333c18660fa8226d3a033524d560bd301844b4e37ccf9f6ee001e01f327c015"
    },
    {
      "storm_id": "226558",
      "lat": 43.7331,
      "lon": -94.1469,
      "motion_east": 1.9,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 136.0,
      "ebshear": 15.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.1793
        },
        {
          "name": "alignment",
          "value": 1.6221
        },
        {
          "name": "tau",
          "value": 0.7695
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0653
      },
      "coherence_score": 0.7695298790931702,
      "coherence_diagnostics": {
        "tau": 0.7695298790931702,
        "grad_tau": 0.15282048285007477,
        "torsion": 0.0,
        "alignment": 1.6221160888671875,
        "S_field": 0.23234334588050842,
        "Gamma_field": 0.2513899803161621,
        "S_over_Gamma": 0.9242346882820129,
        "Da": 14.5101957321167,
        "E_coh": 0.37316036224365234,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.21,
              43.81
            ],
            [
              -94.17,
              43.81
            ],
            [
              -94.07,
              43.76
            ],
            [
              -94.05,
              43.73
            ],
            [
              -94.05,
              43.71
            ],
            [
              -94.03,
              43.7
            ],
            [
              -94.03,
              43.69
            ],
            [
              -94.08,
              43.65
            ],
            [
              -94.14,
              43.65
            ],
            [
              -94.18,
              43.67
            ],
            [
              -94.21,
              43.7
            ],
            [
              -94.21,
              43.71
            ],
            [
              -94.24,
              43.75
            ],
            [
              -94.24,
              43.78
            ],
            [
              -94.23,
              43.8
            ],
            [
              -94.21,
              43.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0653,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3b2bb6cf17c779459ce54bfdebdab4219b5e56cf7ba22bcea803b42d7864a4a8",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0653,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f3d570f10e8ec916c334fb1e781db8e7257f09d447b658654ececb0b25a23ad",
        "signature": {
          "alg": "ed25519",
          "sig": "55a1a0877b9748ed020196e4d866fe57fc44328bd2496989065c632e0c96d2f79c9c23f22a824320d2fed78a16106cdab69474540e774c26e9a63d2f573d7407"
        }
      },
      "receipt_sha256": "5f3d570f10e8ec916c334fb1e781db8e7257f09d447b658654ececb0b25a23ad"
    },
    {
      "storm_id": "226590",
      "lat": 43.94,
      "lon": -94.0469,
      "motion_east": 2.1,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 39.0,
      "ebshear": 16.0,
      "srh01": 102.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.1793
        },
        {
          "name": "alignment",
          "value": 1.6221
        },
        {
          "name": "tau",
          "value": 0.7695
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0653
      },
      "coherence_score": 0.7695298790931702,
      "coherence_diagnostics": {
        "tau": 0.7695298790931702,
        "grad_tau": 0.15282048285007477,
        "torsion": 0.0,
        "alignment": 1.6221160888671875,
        "S_field": 0.23234334588050842,
        "Gamma_field": 0.2513899803161621,
        "S_over_Gamma": 0.9242346882820129,
        "Da": 14.5101957321167,
        "E_coh": 0.37316036224365234,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.1,
              43.99
            ],
            [
              -94.05,
              43.99
            ],
            [
              -94.04,
              43.98
            ],
            [
              -93.99,
              43.98
            ],
            [
              -93.98,
              43.99
            ],
            [
              -93.96,
              43.99
            ],
            [
              -93.96,
              43.94
            ],
            [
              -93.97,
              43.93
            ],
            [
              -93.99,
              43.93
            ],
            [
              -94.03,
              43.91
            ],
            [
              -94.06,
              43.86
            ],
            [
              -94.08,
              43.87
            ],
            [
              -94.13,
              43.87
            ],
            [
              -94.15,
              43.89
            ],
            [
              -94.16,
              43.93
            ],
            [
              -94.1,
              43.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0653,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3b2bb6cf17c779459ce54bfdebdab4219b5e56cf7ba22bcea803b42d7864a4a8",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0653,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f3d570f10e8ec916c334fb1e781db8e7257f09d447b658654ececb0b25a23ad",
        "signature": {
          "alg": "ed25519",
          "sig": "55a1a0877b9748ed020196e4d866fe57fc44328bd2496989065c632e0c96d2f79c9c23f22a824320d2fed78a16106cdab69474540e774c26e9a63d2f573d7407"
        }
      },
      "receipt_sha256": "5f3d570f10e8ec916c334fb1e781db8e7257f09d447b658654ececb0b25a23ad"
    },
    {
      "storm_id": "226644",
      "lat": 44.7712,
      "lon": -107.315,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 838.0,
      "ebshear": 23.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.5543
        },
        {
          "name": "alignment",
          "value": -4.9601
        },
        {
          "name": "tau",
          "value": 0.1793
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.064
      },
      "coherence_score": 0.17928864061832428,
      "coherence_diagnostics": {
        "tau": 0.17928864061832428,
        "grad_tau": 0.03516057878732681,
        "torsion": 0.0,
        "alignment": -4.960146427154541,
        "S_field": 0.19172927737236023,
        "Gamma_field": 1.2713898420333862,
        "S_over_Gamma": 0.15080289542675018,
        "Da": 79.55763244628906,
        "E_coh": 0.5226383805274963,
        "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": [
          [
            [
              -107.34,
              44.8
            ],
            [
              -107.29,
              44.8
            ],
            [
              -107.28,
              44.79
            ],
            [
              -107.28,
              44.74
            ],
            [
              -107.29,
              44.73
            ],
            [
              -107.35,
              44.73
            ],
            [
              -107.35,
              44.78
            ],
            [
              -107.34,
              44.8
            ]
          ]
        ]
      },
      "raw_probability": 0.064,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d32dd22fd2309c98016b383c0b2c279b59374ed293093ea355b4e274df138523",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.064,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "701935c0766c2a2359fc1fa41bcf6c32a6d5e46f3374120504b58ad4b970973a",
        "signature": {
          "alg": "ed25519",
          "sig": "e2c5fefdf337541dc1e66961f90b27d12db5e5a8d1f02c9d2d258bdfc652beefd1dad04a4f85af6abed17ea35016005af20e1a5e45116809586c809941bf000e"
        }
      },
      "receipt_sha256": "701935c0766c2a2359fc1fa41bcf6c32a6d5e46f3374120504b58ad4b970973a"
    },
    {
      "storm_id": "226841",
      "lat": 33.35,
      "lon": -91.8108,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2845.0,
      "ebshear": 6.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.0543
        },
        {
          "name": "alignment",
          "value": 2.4652
        },
        {
          "name": "tau",
          "value": 0.987
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0624
      },
      "coherence_score": 0.9870295524597168,
      "coherence_diagnostics": {
        "tau": 0.9870295524597168,
        "grad_tau": 0.39478448033332825,
        "torsion": 0.0,
        "alignment": 2.4651947021484375,
        "S_field": 0.16956757009029388,
        "Gamma_field": 0.46555668115615845,
        "S_over_Gamma": 0.3642254173755646,
        "Da": 30.001428604125977,
        "E_coh": 0.6877561211585999,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.82,
              33.4
            ],
            [
              -91.76,
              33.39
            ],
            [
              -91.8,
              33.36
            ],
            [
              -91.8,
              33.34
            ],
            [
              -91.79,
              33.33
            ],
            [
              -91.77,
              33.33
            ],
            [
              -91.8,
              33.31
            ],
            [
              -91.83,
              33.31
            ],
            [
              -91.84,
              33.32
            ],
            [
              -91.83,
              33.33
            ],
            [
              -91.83,
              33.35
            ],
            [
              -91.85,
              33.38
            ],
            [
              -91.82,
              33.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0624,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2816970b0e7b9819c392ec2a9f1169087e2aebd2b6b09824f78c7b14dd98037f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0624,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "574743246a0f91430bc504160d4ba970a02f6465f751b17231a08f896eb1e6d2",
        "signature": {
          "alg": "ed25519",
          "sig": "4ef85253cf3f4da49b03c287ff20f37d7ce0f498aefd2fe331614341c2f03220faf9fa26060e8602ea5490a0293a5f6fe629e31bc265661a42042d4338f04707"
        }
      },
      "receipt_sha256": "574743246a0f91430bc504160d4ba970a02f6465f751b17231a08f896eb1e6d2"
    },
    {
      "storm_id": "227103",
      "lat": 25.5663,
      "lon": -76.1363,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3612.0,
      "ebshear": 25.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8043
        },
        {
          "name": "alignment",
          "value": 2.9537
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0619
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.1693495512008667,
        "torsion": 0.0,
        "alignment": 2.9536590576171875,
        "S_field": 1.2462711334228516,
        "Gamma_field": 0.3180566430091858,
        "S_over_Gamma": 3.918393611907959,
        "Da": 19.362836837768555,
        "E_coh": 0.984885036945343,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.16,
              25.6
            ],
            [
              -76.08,
              25.6
            ],
            [
              -76.09,
              25.54
            ],
            [
              -76.1,
              25.53
            ],
            [
              -76.16,
              25.53
            ],
            [
              -76.17,
              25.54
            ],
            [
              -76.17,
              25.59
            ],
            [
              -76.16,
              25.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0619,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fcc5c124ab61a9b2a6c953c548ff2b5e9ccff4d01bd3f737b4b2b31870aaf76e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0619,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1efbda0e89ebdbaa7ff26518aded3cc224a3e3e2264cdff98742b5dee59cab65",
        "signature": {
          "alg": "ed25519",
          "sig": "9e52444c188e175bbf19d4e8d92f8c08b6b43a79223dbc541006393fd47c69499d1cc893ab96f20a64a3e73a32492096e7de22cec5464e86db57870e76196c0f"
        }
      },
      "receipt_sha256": "1efbda0e89ebdbaa7ff26518aded3cc224a3e3e2264cdff98742b5dee59cab65"
    },
    {
      "storm_id": "227062",
      "lat": 46.2055,
      "lon": -84.9227,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1479.0,
      "ebshear": 7.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.36,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9293
        },
        {
          "name": "alignment",
          "value": 8.8295
        },
        {
          "name": "tau",
          "value": 0.4518
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0615
      },
      "coherence_score": 0.451796293258667,
      "coherence_diagnostics": {
        "tau": 0.451796293258667,
        "grad_tau": 0.06467189639806747,
        "torsion": 0.0,
        "alignment": 8.829529762268066,
        "S_field": 0.32730159163475037,
        "Gamma_field": 0.9500000476837158,
        "S_over_Gamma": 0.3445279598236084,
        "Da": 57.1634407043457,
        "E_coh": 0.4498070180416107,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.94,
              46.24
            ],
            [
              -84.91,
              46.24
            ],
            [
              -84.9,
              46.23
            ],
            [
              -84.9,
              46.21
            ],
            [
              -84.88,
              46.19
            ],
            [
              -84.87,
              46.16
            ],
            [
              -84.95,
              46.16
            ],
            [
              -84.96,
              46.17
            ],
            [
              -84.95,
              46.19
            ],
            [
              -84.95,
              46.23
            ],
            [
              -84.94,
              46.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0615,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "baa6363539b886d70a316b308cf4a478e75195dbf978ed9fdb7630e7541b7f0f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0615,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e9ab983f085e75fd973c7cc9a95df73c270980fb045cde2ac51e9bd06d7fe74",
        "signature": {
          "alg": "ed25519",
          "sig": "ce56160682312ead3a30e21ab4f74309da6fe8b8baa0665218f8f52bf5b44999cef9677b6e2812e4ab3da76fd984150e2c1a1e0ab0d2db19da8af255b2c6a508"
        }
      },
      "receipt_sha256": "5e9ab983f085e75fd973c7cc9a95df73c270980fb045cde2ac51e9bd06d7fe74"
    },
    {
      "storm_id": "226991",
      "lat": 46.22,
      "lon": -85.067,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1581.0,
      "ebshear": 9.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9293
        },
        {
          "name": "alignment",
          "value": 8.8295
        },
        {
          "name": "tau",
          "value": 0.4518
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 0.451796293258667,
      "coherence_diagnostics": {
        "tau": 0.451796293258667,
        "grad_tau": 0.06467189639806747,
        "torsion": 0.0,
        "alignment": 8.829529762268066,
        "S_field": 0.32730159163475037,
        "Gamma_field": 0.9500000476837158,
        "S_over_Gamma": 0.3445279598236084,
        "Da": 57.1634407043457,
        "E_coh": 0.4498070180416107,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.09,
              46.25
            ],
            [
              -85.06,
              46.25
            ],
            [
              -85.04,
              46.24
            ],
            [
              -85.04,
              46.22
            ],
            [
              -85.05,
              46.21
            ],
            [
              -85.04,
              46.19
            ],
            [
              -85.06,
              46.17
            ],
            [
              -85.1,
              46.18
            ],
            [
              -85.1,
              46.24
            ],
            [
              -85.09,
              46.25
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.061,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53ba36f6451af90bc7f8fc00705e3b9b12489fb521b3e9a1ba74fabde9480077",
        "signature": {
          "alg": "ed25519",
          "sig": "6ea411329b380e9e1581aaea5b5fdb8da66b014c784ca2c34fdfc01c6239016d4e2b62821e15431c2d1181ec93c1670c6bc809b13cd5cea2e96093d962a7f206"
        }
      },
      "receipt_sha256": "53ba36f6451af90bc7f8fc00705e3b9b12489fb521b3e9a1ba74fabde9480077"
    },
    {
      "storm_id": "227071",
      "lat": 32.6262,
      "lon": -91.1306,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3655.0,
      "ebshear": 6.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9293
        },
        {
          "name": "alignment",
          "value": 2.8245
        },
        {
          "name": "tau",
          "value": 1.1298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 1.1298489570617676,
      "coherence_diagnostics": {
        "tau": 1.1298489570617676,
        "grad_tau": 0.4003005623817444,
        "torsion": 0.0,
        "alignment": 2.8245368003845215,
        "S_field": 0.05089382827281952,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 0.1792730689048767,
        "Da": 18.212125778198242,
        "E_coh": 0.2588115930557251,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.12,
              32.69
            ],
            [
              -91.08,
              32.67
            ],
            [
              -91.08,
              32.62
            ],
            [
              -91.07,
              32.61
            ],
            [
              -91.07,
              32.59
            ],
            [
              -91.08,
              32.58
            ],
            [
              -91.13,
              32.58
            ],
            [
              -91.14,
              32.57
            ],
            [
              -91.17,
              32.57
            ],
            [
              -91.18,
              32.58
            ],
            [
              -91.18,
              32.6
            ],
            [
              -91.2,
              32.64
            ],
            [
              -91.18,
              32.67
            ],
            [
              -91.16,
              32.68
            ],
            [
              -91.13,
              32.68
            ],
            [
              -91.12,
              32.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0609,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0bf2c2db6882e742a4c014eef384938c28aa46db5dabe8e242ea03b9f0656d68",
        "signature": {
          "alg": "ed25519",
          "sig": "b5d45357cf6264b6567aa1a5b19dd18b8565b4e7352aaab6a6d6508687d40d19b6e354d5bb9d86dccbd6c49346fbd1f13e52aad4894bdbf80cc84f16d5b1d004"
        }
      },
      "receipt_sha256": "0bf2c2db6882e742a4c014eef384938c28aa46db5dabe8e242ea03b9f0656d68"
    },
    {
      "storm_id": "227093",
      "lat": 34.598,
      "lon": -98.978,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 287.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.5543
        },
        {
          "name": "alignment",
          "value": -2.3251
        },
        {
          "name": "tau",
          "value": 0.4153
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 0.4152683913707733,
      "coherence_diagnostics": {
        "tau": 0.4152683913707733,
        "grad_tau": 0.20707488059997559,
        "torsion": -1.340207944622307e-09,
        "alignment": -2.3250701427459717,
        "S_field": 0.36223936080932617,
        "Gamma_field": 0.979723334312439,
        "S_over_Gamma": 0.36973637342453003,
        "Da": 57.60771179199219,
        "E_coh": 0.7469338774681091,
        "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": [
          [
            [
              -99.01,
              34.63
            ],
            [
              -98.93,
              34.63
            ],
            [
              -98.93,
              34.55
            ],
            [
              -99.01,
              34.55
            ],
            [
              -99.01,
              34.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0605,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fc7af8aee83be889e9dbcd1c3a36893e1d21faf5751b61267a6a09704936af2b",
        "signature": {
          "alg": "ed25519",
          "sig": "0bb9087a2b8d516c2cf8a62503b601d92e259999e14a67429473651173c1b60a75933a24de84bb62fb044345efe530a417870402991f21a8d65d75d6af5fb301"
        }
      },
      "receipt_sha256": "fc7af8aee83be889e9dbcd1c3a36893e1d21faf5751b61267a6a09704936af2b"
    },
    {
      "storm_id": "226895",
      "lat": 29.91,
      "lon": -81.38,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4442.0,
      "ebshear": 17.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.1793
        },
        {
          "name": "alignment",
          "value": -3.5223
        },
        {
          "name": "tau",
          "value": 3.44
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 3.439967632293701,
      "coherence_diagnostics": {
        "tau": 3.439967632293701,
        "grad_tau": 0.23760183155536652,
        "torsion": 0.0,
        "alignment": -3.522264003753662,
        "S_field": 1.528043270111084,
        "Gamma_field": 0.1772233098745346,
        "S_over_Gamma": 8.622135162353516,
        "Da": 11.374133110046387,
        "E_coh": 0.9290558099746704,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.38,
              29.95
            ],
            [
              -81.37,
              29.94
            ],
            [
              -81.34,
              29.94
            ],
            [
              -81.32,
              29.93
            ],
            [
              -81.32,
              29.89
            ],
            [
              -81.35,
              29.84
            ],
            [
              -81.4,
              29.85
            ],
            [
              -81.42,
              29.86
            ],
            [
              -81.43,
              29.88
            ],
            [
              -81.43,
              29.92
            ],
            [
              -81.41,
              29.94
            ],
            [
              -81.39,
              29.94
            ],
            [
              -81.38,
              29.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0596,
        "probability": 0.000813,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a4967ab29916e89da278a0708c7a9ca2f6e357439b876f8f86e0283782cef1f4",
        "signature": {
          "alg": "ed25519",
          "sig": "40e6fa3dcdd55fca743c957a73df5bffc9f4afc18dee7603835133372e9a99ec287c24343cecb2d2f254b9a37cac6335ef4236ec4de3123d207a3352a43e7704"
        }
      },
      "receipt_sha256": "a4967ab29916e89da278a0708c7a9ca2f6e357439b876f8f86e0283782cef1f4"
    },
    {
      "storm_id": "226960",
      "lat": 24.2992,
      "lon": -95.9575,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2041.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.0543
        },
        {
          "name": "alignment",
          "value": 2.0162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0581
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.45686691999435425,
        "torsion": 0.0,
        "alignment": 2.0161590576171875,
        "S_field": 0.4799486994743347,
        "Gamma_field": 0.7005566358566284,
        "S_over_Gamma": 0.6850962042808533,
        "Da": 40.770973205566406,
        "E_coh": 0.9188239574432373,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.98,
              24.35
            ],
            [
              -95.95,
              24.35
            ],
            [
              -95.91,
              24.32
            ],
            [
              -95.92,
              24.31
            ],
            [
              -95.92,
              24.28
            ],
            [
              -95.91,
              24.27
            ],
            [
              -95.92,
              24.25
            ],
            [
              -95.99,
              24.25
            ],
            [
              -96.0,
              24.24
            ],
            [
              -96.0,
              24.3
            ],
            [
              -96.01,
              24.32
            ],
            [
              -95.98,
              24.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0581,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "13123cb4f2b3be56d66058b4472a76ceaf3796c449ffb635620a17395c16bcb6",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0581,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90ca8f5f98cd8745b9bed15ed6a4a1111b2e3a873b11b18a09a357f4bfa8a484",
        "signature": {
          "alg": "ed25519",
          "sig": "0bb5099a995f0d8a47e47d80a1e3f9b5e0b52ae2f2ccfac2f3b470faac7de746fe008892670783258187508aade260f7793d1157357b5d1f2d007775445e2b0f"
        }
      },
      "receipt_sha256": "90ca8f5f98cd8745b9bed15ed6a4a1111b2e3a873b11b18a09a357f4bfa8a484"
    },
    {
      "storm_id": "226854",
      "lat": 47.0638,
      "lon": -83.1029,
      "motion_east": 5.2,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1573.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.94,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1793
        },
        {
          "name": "alignment",
          "value": 7.6244
        },
        {
          "name": "tau",
          "value": 0.5183
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0567
      },
      "coherence_score": 0.518325686454773,
      "coherence_diagnostics": {
        "tau": 0.518325686454773,
        "grad_tau": 0.19438636302947998,
        "torsion": 0.0,
        "alignment": 7.624393463134766,
        "S_field": 0.16853272914886475,
        "Gamma_field": 0.7988899946212769,
        "S_over_Gamma": 0.21095861494541168,
        "Da": 47.377891540527344,
        "E_coh": 0.19224150478839874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": 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,
              47.12
            ],
            [
              -83.0,
              47.12
            ],
            [
              -82.98,
              47.1
            ],
            [
              -82.98,
              47.06
            ],
            [
              -83.02,
              47.01
            ],
            [
              -83.04,
              47.01
            ],
            [
              -83.05,
              47.0
            ],
            [
              -83.16,
              47.0
            ],
            [
              -83.17,
              46.99
            ],
            [
              -83.23,
              47.02
            ],
            [
              -83.24,
              47.04
            ],
            [
              -83.24,
              47.07
            ],
            [
              -83.23,
              47.08
            ],
            [
              -83.2,
              47.08
            ],
            [
              -83.16,
              47.06
            ],
            [
              -83.13,
              47.06
            ],
            [
              -83.09,
              47.08
            ],
            [
              -83.07,
              47.1
            ],
            [
              -83.07,
              47.11
            ],
            [
              -83.04,
              47.11
            ],
            [
              -83.03,
              47.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0567,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f6528d9469fa4e641e41561cf24f5d5e604291daf89d29066ad77b2c6c7daf62",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0567,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5264623858eeca5a4de2a7e4476f0c70e072bda8f37defa99dd3607859c0ebfa",
        "signature": {
          "alg": "ed25519",
          "sig": "810d4fbe4e89920493c521fd9ac40ee351cd55998c48343cda872a5202417cc24267dfb504cf20fa34b0f44d589c781d29dd38c0268a7cc9105cf67c9a827d0d"
        }
      },
      "receipt_sha256": "5264623858eeca5a4de2a7e4476f0c70e072bda8f37defa99dd3607859c0ebfa"
    },
    {
      "storm_id": "227070",
      "lat": 32.865,
      "lon": -90.331,
      "motion_east": 3.6,
      "motion_south": 0.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3581.0,
      "ebshear": 7.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9293
        },
        {
          "name": "alignment",
          "value": 2.8245
        },
        {
          "name": "tau",
          "value": 1.1298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0563
      },
      "coherence_score": 1.1298489570617676,
      "coherence_diagnostics": {
        "tau": 1.1298489570617676,
        "grad_tau": 0.4003005623817444,
        "torsion": 0.0,
        "alignment": 2.8245368003845215,
        "S_field": 0.05089382827281952,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 0.1792730689048767,
        "Da": 18.212125778198242,
        "E_coh": 0.2588115930557251,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.32,
              32.91
            ],
            [
              -90.3,
              32.88
            ],
            [
              -90.32,
              32.85
            ],
            [
              -90.31,
              32.83
            ],
            [
              -90.32,
              32.82
            ],
            [
              -90.35,
              32.82
            ],
            [
              -90.37,
              32.84
            ],
            [
              -90.37,
              32.89
            ],
            [
              -90.33,
              32.9
            ],
            [
              -90.32,
              32.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0563,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0563,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee242394e4a08be3d6d34c1c2d5423fcc6fda3e182467ef41b97864724e13767",
        "signature": {
          "alg": "ed25519",
          "sig": "7b8f53806db56b1a10577b1b2d114efaf6b31adad840c61bf2cd7c5ca8c23259f9eccd88452bafbed16b2779b02eea866ae62ccd0a62e2cd06f74e7d84b7370d"
        }
      },
      "receipt_sha256": "ee242394e4a08be3d6d34c1c2d5423fcc6fda3e182467ef41b97864724e13767"
    },
    {
      "storm_id": "227099",
      "lat": 29.3009,
      "lon": -85.4291,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4050.0,
      "ebshear": 17.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6793
        },
        {
          "name": "alignment",
          "value": 0.8279
        },
        {
          "name": "tau",
          "value": 3.0945
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0563
      },
      "coherence_score": 3.094480276107788,
      "coherence_diagnostics": {
        "tau": 3.094480276107788,
        "grad_tau": 0.20757804811000824,
        "torsion": 0.0,
        "alignment": 0.8279356956481934,
        "S_field": 0.44192180037498474,
        "Gamma_field": 0.2372233122587204,
        "S_over_Gamma": 1.8628937005996704,
        "Da": 14.402390480041504,
        "E_coh": 0.9259355664253235,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.41,
              29.33
            ],
            [
              -85.39,
              29.31
            ],
            [
              -85.4,
              29.3
            ],
            [
              -85.4,
              29.26
            ],
            [
              -85.45,
              29.26
            ],
            [
              -85.44,
              29.28
            ],
            [
              -85.46,
              29.29
            ],
            [
              -85.47,
              29.31
            ],
            [
              -85.46,
              29.32
            ],
            [
              -85.43,
              29.32
            ],
            [
              -85.41,
              29.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0563,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0563,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee242394e4a08be3d6d34c1c2d5423fcc6fda3e182467ef41b97864724e13767",
        "signature": {
          "alg": "ed25519",
          "sig": "7b8f53806db56b1a10577b1b2d114efaf6b31adad840c61bf2cd7c5ca8c23259f9eccd88452bafbed16b2779b02eea866ae62ccd0a62e2cd06f74e7d84b7370d"
        }
      },
      "receipt_sha256": "ee242394e4a08be3d6d34c1c2d5423fcc6fda3e182467ef41b97864724e13767"
    },
    {
      "storm_id": "226974",
      "lat": 30.6975,
      "lon": -86.8708,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3029.0,
      "ebshear": 19.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5543
        },
        {
          "name": "alignment",
          "value": 2.0788
        },
        {
          "name": "tau",
          "value": 3.2477
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 3.2476601600646973,
      "coherence_diagnostics": {
        "tau": 3.2476601600646973,
        "grad_tau": 0.4062155783176422,
        "torsion": 0.0,
        "alignment": 2.078810691833496,
        "S_field": 1.2101484537124634,
        "Gamma_field": 0.2372233122587204,
        "S_over_Gamma": 5.10130500793457,
        "Da": 15.09622859954834,
        "E_coh": 0.9719670414924622,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.87,
              30.74
            ],
            [
              -86.85,
              30.73
            ],
            [
              -86.81,
              30.74
            ],
            [
              -86.81,
              30.66
            ],
            [
              -86.82,
              30.67
            ],
            [
              -86.85,
              30.64
            ],
            [
              -86.89,
              30.64
            ],
            [
              -86.93,
              30.67
            ],
            [
              -86.93,
              30.7
            ],
            [
              -86.92,
              30.72
            ],
            [
              -86.9,
              30.72
            ],
            [
              -86.87,
              30.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0562,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "295ed46a40bb33bc69b9372c940cc86a4f7e29f940f8dfc82b25599a5ea4f399",
        "signature": {
          "alg": "ed25519",
          "sig": "4beff5153853eb66fcb1ac34b4ec8d24a920f0929f550c65dd53fdd73033b52d6b2affc3c8ba0a06f88fb8104e851cadeb8126f86822f5ac338fa6a1d626e50d"
        }
      },
      "receipt_sha256": "295ed46a40bb33bc69b9372c940cc86a4f7e29f940f8dfc82b25599a5ea4f399"
    },
    {
      "storm_id": "227095",
      "lat": 31.1119,
      "lon": -79.3175,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3814.0,
      "ebshear": 29.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.5543
        },
        {
          "name": "alignment",
          "value": 3.5497
        },
        {
          "name": "tau",
          "value": 3.1464
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 3.146350383758545,
      "coherence_diagnostics": {
        "tau": 3.146350383758545,
        "grad_tau": 0.35442644357681274,
        "torsion": 0.0,
        "alignment": 3.549708604812622,
        "S_field": 1.3180668354034424,
        "Gamma_field": 0.22055664658546448,
        "S_over_Gamma": 5.976092338562012,
        "Da": 14.559359550476074,
        "E_coh": 0.9500420093536377,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.37,
              31.18
            ],
            [
              -79.32,
              31.18
            ],
            [
              -79.31,
              31.17
            ],
            [
              -79.29,
              31.17
            ],
            [
              -79.27,
              31.15
            ],
            [
              -79.27,
              31.13
            ],
            [
              -79.26,
              31.12
            ],
            [
              -79.26,
              31.04
            ],
            [
              -79.32,
              31.04
            ],
            [
              -79.31,
              31.05
            ],
            [
              -79.32,
              31.06
            ],
            [
              -79.34,
              31.06
            ],
            [
              -79.35,
              31.07
            ],
            [
              -79.35,
              31.09
            ],
            [
              -79.37,
              31.1
            ],
            [
              -79.37,
              31.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0562,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "295ed46a40bb33bc69b9372c940cc86a4f7e29f940f8dfc82b25599a5ea4f399",
        "signature": {
          "alg": "ed25519",
          "sig": "4beff5153853eb66fcb1ac34b4ec8d24a920f0929f550c65dd53fdd73033b52d6b2affc3c8ba0a06f88fb8104e851cadeb8126f86822f5ac338fa6a1d626e50d"
        }
      },
      "receipt_sha256": "295ed46a40bb33bc69b9372c940cc86a4f7e29f940f8dfc82b25599a5ea4f399"
    },
    {
      "storm_id": "227102",
      "lat": 26.218,
      "lon": -80.1813,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3413.0,
      "ebshear": 18.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5543
        },
        {
          "name": "alignment",
          "value": 2.4241
        },
        {
          "name": "tau",
          "value": 0.9574
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0557
      },
      "coherence_score": 0.9574463367462158,
      "coherence_diagnostics": {
        "tau": 0.9574463367462158,
        "grad_tau": 0.8678493499755859,
        "torsion": 0.0,
        "alignment": 2.424079656600952,
        "S_field": 0.4644255042076111,
        "Gamma_field": 0.5322232842445374,
        "S_over_Gamma": 0.8726140260696411,
        "Da": 33.09650802612305,
        "E_coh": 0.9221182465553284,
        "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": [
          [
            [
              -80.2,
              26.28
            ],
            [
              -80.16,
              26.27
            ],
            [
              -80.15,
              26.26
            ],
            [
              -80.13,
              26.26
            ],
            [
              -80.13,
              26.22
            ],
            [
              -80.14,
              26.21
            ],
            [
              -80.15,
              26.17
            ],
            [
              -80.16,
              26.16
            ],
            [
              -80.19,
              26.16
            ],
            [
              -80.2,
              26.15
            ],
            [
              -80.22,
              26.16
            ],
            [
              -80.22,
              26.21
            ],
            [
              -80.25,
              26.24
            ],
            [
              -80.22,
              26.24
            ],
            [
              -80.2,
              26.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0557,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0557,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "55e85439bf13f9575751e5e6812cc94642c4effb211a898945a69fb866eb497f",
        "signature": {
          "alg": "ed25519",
          "sig": "7f11efb8e8d9c7290b3dca2babc256846464723e967311f7b49d2b9e9a486fe8f1e54569f1be4a78a8a77d459b99f2b17d5c856e3ba26d79098f153ec51be702"
        }
      },
      "receipt_sha256": "55e85439bf13f9575751e5e6812cc94642c4effb211a898945a69fb866eb497f"
    },
    {
      "storm_id": "226827",
      "lat": 30.8056,
      "lon": -81.7933,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2442.0,
      "ebshear": 17.0,
      "srh01": 7.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3043
        },
        {
          "name": "alignment",
          "value": -1.2522
        },
        {
          "name": "tau",
          "value": 3.4124
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 3.4123592376708984,
      "coherence_diagnostics": {
        "tau": 3.4123592376708984,
        "grad_tau": 0.3368110954761505,
        "torsion": 0.0,
        "alignment": -1.2521528005599976,
        "S_field": 1.2247164249420166,
        "Gamma_field": 0.22222331166267395,
        "S_over_Gamma": 5.511197090148926,
        "Da": 14.708881378173828,
        "E_coh": 0.9154588580131531,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.8,
              30.85
            ],
            [
              -81.77,
              30.85
            ],
            [
              -81.76,
              30.83
            ],
            [
              -81.76,
              30.77
            ],
            [
              -81.77,
              30.76
            ],
            [
              -81.82,
              30.75
            ],
            [
              -81.83,
              30.77
            ],
            [
              -81.83,
              30.82
            ],
            [
              -81.8,
              30.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0556,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d47aac0c0def1f22efc1f5ef068e0da9e291257061f63629149e557c900c056",
        "signature": {
          "alg": "ed25519",
          "sig": "12993c4d88203e0e071ca793aa7771b41f7d29f5cd46547b656afa9a57ff88c5ba9347a05568eaeaf67db078da4be39543d50ba6a96898d9ed0c20f0e040c401"
        }
      },
      "receipt_sha256": "1d47aac0c0def1f22efc1f5ef068e0da9e291257061f63629149e557c900c056"
    },
    {
      "storm_id": "227033",
      "lat": 31.2005,
      "lon": -82.2214,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2089.0,
      "ebshear": 16.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3043
        },
        {
          "name": "alignment",
          "value": -1.2522
        },
        {
          "name": "tau",
          "value": 3.4124
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 3.4123592376708984,
      "coherence_diagnostics": {
        "tau": 3.4123592376708984,
        "grad_tau": 0.3368110954761505,
        "torsion": 0.0,
        "alignment": -1.2521528005599976,
        "S_field": 1.2247164249420166,
        "Gamma_field": 0.22222331166267395,
        "S_over_Gamma": 5.511197090148926,
        "Da": 14.708881378173828,
        "E_coh": 0.9154588580131531,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.2,
              31.26
            ],
            [
              -82.17,
              31.26
            ],
            [
              -82.17,
              31.24
            ],
            [
              -82.19,
              31.25
            ],
            [
              -82.21,
              31.23
            ],
            [
              -82.19,
              31.21
            ],
            [
              -82.19,
              31.17
            ],
            [
              -82.2,
              31.16
            ],
            [
              -82.19,
              31.15
            ],
            [
              -82.19,
              31.12
            ],
            [
              -82.21,
              31.11
            ],
            [
              -82.24,
              31.13
            ],
            [
              -82.26,
              31.13
            ],
            [
              -82.26,
              31.14
            ],
            [
              -82.29,
              31.17
            ],
            [
              -82.3,
              31.23
            ],
            [
              -82.27,
              31.25
            ],
            [
              -82.26,
              31.24
            ],
            [
              -82.25,
              31.25
            ],
            [
              -82.21,
              31.25
            ],
            [
              -82.2,
              31.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0556,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d47aac0c0def1f22efc1f5ef068e0da9e291257061f63629149e557c900c056",
        "signature": {
          "alg": "ed25519",
          "sig": "12993c4d88203e0e071ca793aa7771b41f7d29f5cd46547b656afa9a57ff88c5ba9347a05568eaeaf67db078da4be39543d50ba6a96898d9ed0c20f0e040c401"
        }
      },
      "receipt_sha256": "1d47aac0c0def1f22efc1f5ef068e0da9e291257061f63629149e557c900c056"
    },
    {
      "storm_id": "226607",
      "lat": 47.0925,
      "lon": -83.7644,
      "motion_east": 2.3,
      "motion_south": 3.1,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1395.0,
      "ebshear": 13.0,
      "srh01": 24.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6793
        },
        {
          "name": "alignment",
          "value": 6.2732
        },
        {
          "name": "tau",
          "value": 0.4418
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0555
      },
      "coherence_score": 0.44177788496017456,
      "coherence_diagnostics": {
        "tau": 0.44177788496017456,
        "grad_tau": 0.1452587991952896,
        "torsion": 0.0,
        "alignment": 6.273221969604492,
        "S_field": 0.0557747520506382,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 0.23594380915164948,
        "Da": 13.410669326782227,
        "E_coh": 0.2530973553657532,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.82,
              47.14
            ],
            [
              -83.74,
              47.14
            ],
            [
              -83.73,
              47.13
            ],
            [
              -83.72,
              47.14
            ],
            [
              -83.69,
              47.14
            ],
            [
              -83.67,
              47.12
            ],
            [
              -83.67,
              47.08
            ],
            [
              -83.7,
              47.06
            ],
            [
              -83.73,
              47.06
            ],
            [
              -83.74,
              47.05
            ],
            [
              -83.78,
              47.05
            ],
            [
              -83.79,
              47.04
            ],
            [
              -83.87,
              47.04
            ],
            [
              -83.88,
              47.05
            ],
            [
              -83.88,
              47.1
            ],
            [
              -83.82,
              47.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0555,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0555,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8879924cd57f48612bc82ad5379170c2b7bf347e043cfe70485c34a5e1e44643",
        "signature": {
          "alg": "ed25519",
          "sig": "7dc3a10c84297df1c52a21bd0341355091293423914dbd67e577dbadf63803fa7916a13a5b7368d65498353bee0c893922bc764ede559687c5461d42b7c9990f"
        }
      },
      "receipt_sha256": "8879924cd57f48612bc82ad5379170c2b7bf347e043cfe70485c34a5e1e44643"
    },
    {
      "storm_id": "227013",
      "lat": 30.5035,
      "lon": -85.1347,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2313.0,
      "ebshear": 17.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.47,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.6793
        },
        {
          "name": "alignment",
          "value": -1.141
        },
        {
          "name": "tau",
          "value": 3.7637
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0551
      },
      "coherence_score": 3.7637054920196533,
      "coherence_diagnostics": {
        "tau": 3.7637054920196533,
        "grad_tau": 0.19632987678050995,
        "torsion": 0.0,
        "alignment": -1.141012191772461,
        "S_field": 1.4950746297836304,
        "Gamma_field": 0.195556640625,
        "S_over_Gamma": 7.645225524902344,
        "Da": 12.594985008239746,
        "E_coh": 0.9423568844795227,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.08,
              30.61
            ],
            [
              -85.08,
              30.6
            ],
            [
              -85.1,
              30.56
            ],
            [
              -85.11,
              30.49
            ],
            [
              -85.08,
              30.43
            ],
            [
              -85.08,
              30.4
            ],
            [
              -85.09,
              30.39
            ],
            [
              -85.16,
              30.39
            ],
            [
              -85.17,
              30.4
            ],
            [
              -85.17,
              30.43
            ],
            [
              -85.18,
              30.45
            ],
            [
              -85.23,
              30.49
            ],
            [
              -85.23,
              30.53
            ],
            [
              -85.18,
              30.58
            ],
            [
              -85.17,
              30.6
            ],
            [
              -85.1,
              30.6
            ],
            [
              -85.08,
              30.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0551,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0551,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97abb413e513d1564ed8b0ed174ba7d31d90908b86b42016ee6d9bf34263393e",
        "signature": {
          "alg": "ed25519",
          "sig": "258f71e35440b368528226b548dbb0bc57718482e314084a7f9f0fb906b1e502bf90f6aa5702d621e4f32913550bbda69e9f3bcb6547746fb14b68bf0e612609"
        }
      },
      "receipt_sha256": "97abb413e513d1564ed8b0ed174ba7d31d90908b86b42016ee6d9bf34263393e"
    },
    {
      "storm_id": "227035",
      "lat": 30.493,
      "lon": -85.413,
      "motion_east": 3.2,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2284.0,
      "ebshear": 17.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.6793
        },
        {
          "name": "alignment",
          "value": -1.141
        },
        {
          "name": "tau",
          "value": 3.7637
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0551
      },
      "coherence_score": 3.7637054920196533,
      "coherence_diagnostics": {
        "tau": 3.7637054920196533,
        "grad_tau": 0.19632987678050995,
        "torsion": 0.0,
        "alignment": -1.141012191772461,
        "S_field": 1.4950746297836304,
        "Gamma_field": 0.195556640625,
        "S_over_Gamma": 7.645225524902344,
        "Da": 12.594985008239746,
        "E_coh": 0.9423568844795227,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.42,
              30.52
            ],
            [
              -85.39,
              30.52
            ],
            [
              -85.37,
              30.5
            ],
            [
              -85.38,
              30.46
            ],
            [
              -85.4,
              30.45
            ],
            [
              -85.42,
              30.47
            ],
            [
              -85.45,
              30.47
            ],
            [
              -85.45,
              30.51
            ],
            [
              -85.43,
              30.51
            ],
            [
              -85.42,
              30.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0551,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0551,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97abb413e513d1564ed8b0ed174ba7d31d90908b86b42016ee6d9bf34263393e",
        "signature": {
          "alg": "ed25519",
          "sig": "258f71e35440b368528226b548dbb0bc57718482e314084a7f9f0fb906b1e502bf90f6aa5702d621e4f32913550bbda69e9f3bcb6547746fb14b68bf0e612609"
        }
      },
      "receipt_sha256": "97abb413e513d1564ed8b0ed174ba7d31d90908b86b42016ee6d9bf34263393e"
    },
    {
      "storm_id": "226432",
      "lat": 27.5555,
      "lon": -80.4909,
      "motion_east": 7.7,
      "motion_south": 1.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3207.0,
      "ebshear": 18.0,
      "srh01": 7.0,
      "maxllaz": 0.006,
      "mesh": 0.46,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4293
        },
        {
          "name": "alignment",
          "value": 0.2655
        },
        {
          "name": "tau",
          "value": 2.3338
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 2.333798408508301,
      "coherence_diagnostics": {
        "tau": 2.333798408508301,
        "grad_tau": 0.5234887003898621,
        "torsion": 0.0,
        "alignment": 0.265464186668396,
        "S_field": 0.55302894115448,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 2.339477062225342,
        "Da": 15.1812744140625,
        "E_coh": 0.9624336957931519,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.52,
              27.59
            ],
            [
              -80.45,
              27.59
            ],
            [
              -80.44,
              27.58
            ],
            [
              -80.44,
              27.54
            ],
            [
              -80.45,
              27.53
            ],
            [
              -80.48,
              27.53
            ],
            [
              -80.49,
              27.52
            ],
            [
              -80.53,
              27.53
            ],
            [
              -80.54,
              27.54
            ],
            [
              -80.54,
              27.57
            ],
            [
              -80.52,
              27.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0548,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87969d0cfabd5f4a839da6d6929081e083779e6dd088c05424de8d32259167ec",
        "signature": {
          "alg": "ed25519",
          "sig": "b44ff47b13a4fffbf927ee16add59e5971f45b0969bc1bac7717ac67a090c88d3cc86ec7abd66a41c0f920193adf60c2a35fa43c4b9bf81b8a1deb52cb2e5d03"
        }
      },
      "receipt_sha256": "87969d0cfabd5f4a839da6d6929081e083779e6dd088c05424de8d32259167ec"
    },
    {
      "storm_id": "226530",
      "lat": 27.3754,
      "lon": -80.6762,
      "motion_east": 8.1,
      "motion_south": 1.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3334.0,
      "ebshear": 18.0,
      "srh01": 10.0,
      "maxllaz": 0.006,
      "mesh": 0.4,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4293
        },
        {
          "name": "alignment",
          "value": 0.2655
        },
        {
          "name": "tau",
          "value": 2.3338
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 2.333798408508301,
      "coherence_diagnostics": {
        "tau": 2.333798408508301,
        "grad_tau": 0.5234887003898621,
        "torsion": 0.0,
        "alignment": 0.265464186668396,
        "S_field": 0.55302894115448,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 2.339477062225342,
        "Da": 15.1812744140625,
        "E_coh": 0.9624336957931519,
        "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": [
          [
            [
              -80.7,
              27.46
            ],
            [
              -80.65,
              27.46
            ],
            [
              -80.63,
              27.44
            ],
            [
              -80.64,
              27.38
            ],
            [
              -80.63,
              27.37
            ],
            [
              -80.62,
              27.3
            ],
            [
              -80.64,
              27.28
            ],
            [
              -80.68,
              27.28
            ],
            [
              -80.7,
              27.3
            ],
            [
              -80.7,
              27.34
            ],
            [
              -80.75,
              27.39
            ],
            [
              -80.75,
              27.42
            ],
            [
              -80.7,
              27.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0548,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87969d0cfabd5f4a839da6d6929081e083779e6dd088c05424de8d32259167ec",
        "signature": {
          "alg": "ed25519",
          "sig": "b44ff47b13a4fffbf927ee16add59e5971f45b0969bc1bac7717ac67a090c88d3cc86ec7abd66a41c0f920193adf60c2a35fa43c4b9bf81b8a1deb52cb2e5d03"
        }
      },
      "receipt_sha256": "87969d0cfabd5f4a839da6d6929081e083779e6dd088c05424de8d32259167ec"
    },
    {
      "storm_id": "226830",
      "lat": 27.3,
      "lon": -80.2944,
      "motion_east": 7.9,
      "motion_south": 1.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3218.0,
      "ebshear": 18.0,
      "srh01": 15.0,
      "maxllaz": 0.006,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4293
        },
        {
          "name": "alignment",
          "value": 0.2655
        },
        {
          "name": "tau",
          "value": 2.3338
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 2.333798408508301,
      "coherence_diagnostics": {
        "tau": 2.333798408508301,
        "grad_tau": 0.5234887003898621,
        "torsion": 0.0,
        "alignment": 0.265464186668396,
        "S_field": 0.55302894115448,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 2.339477062225342,
        "Da": 15.1812744140625,
        "E_coh": 0.9624336957931519,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.25,
              27.36
            ],
            [
              -80.23,
              27.36
            ],
            [
              -80.22,
              27.35
            ],
            [
              -80.22,
              27.32
            ],
            [
              -80.23,
              27.31
            ],
            [
              -80.24,
              27.27
            ],
            [
              -80.25,
              27.27
            ],
            [
              -80.27,
              27.25
            ],
            [
              -80.28,
              27.26
            ],
            [
              -80.32,
              27.24
            ],
            [
              -80.4,
              27.24
            ],
            [
              -80.41,
              27.26
            ],
            [
              -80.41,
              27.31
            ],
            [
              -80.4,
              27.32
            ],
            [
              -80.33,
              27.32
            ],
            [
              -80.25,
              27.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0548,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87969d0cfabd5f4a839da6d6929081e083779e6dd088c05424de8d32259167ec",
        "signature": {
          "alg": "ed25519",
          "sig": "b44ff47b13a4fffbf927ee16add59e5971f45b0969bc1bac7717ac67a090c88d3cc86ec7abd66a41c0f920193adf60c2a35fa43c4b9bf81b8a1deb52cb2e5d03"
        }
      },
      "receipt_sha256": "87969d0cfabd5f4a839da6d6929081e083779e6dd088c05424de8d32259167ec"
    },
    {
      "storm_id": "226236",
      "lat": 41.5027,
      "lon": -72.5133,
      "motion_east": 3.2,
      "motion_south": 4.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1571.0,
      "ebshear": 25.0,
      "srh01": 29.0,
      "maxllaz": 0.008,
      "mesh": 0.4,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4293
        },
        {
          "name": "alignment",
          "value": 0.445
        },
        {
          "name": "tau",
          "value": 0.7503
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.7503318786621094,
      "coherence_diagnostics": {
        "tau": 0.7503318786621094,
        "grad_tau": 0.08166348934173584,
        "torsion": 0.0,
        "alignment": 0.4449799060821533,
        "S_field": 0.3672429323196411,
        "Gamma_field": 0.2855566442012787,
        "S_over_Gamma": 1.286059856414795,
        "Da": 17.604705810546875,
        "E_coh": 0.8105166554450989,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.54,
              41.58
            ],
            [
              -72.49,
              41.58
            ],
            [
              -72.49,
              41.57
            ],
            [
              -72.47,
              41.55
            ],
            [
              -72.47,
              41.52
            ],
            [
              -72.44,
              41.46
            ],
            [
              -72.44,
              41.43
            ],
            [
              -72.46,
              41.39
            ],
            [
              -72.52,
              41.4
            ],
            [
              -72.57,
              41.44
            ],
            [
              -72.57,
              41.48
            ],
            [
              -72.58,
              41.5
            ],
            [
              -72.56,
              41.52
            ],
            [
              -72.56,
              41.54
            ],
            [
              -72.54,
              41.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0545,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad40e8067e19966386c26a49149991180220f631ee0b59b06d4c2dab6755db93",
        "signature": {
          "alg": "ed25519",
          "sig": "dcefa33bf6e804ad4f902a6bc35cdbb2413af2f056cb970e056b667cdf483765116995ccb0d529c6cbbfc286878b304ea3fde7e9edb602eaaa3f6ec942549100"
        }
      },
      "receipt_sha256": "ad40e8067e19966386c26a49149991180220f631ee0b59b06d4c2dab6755db93"
    },
    {
      "storm_id": "227085",
      "lat": 43.0125,
      "lon": -74.0717,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1100.0,
      "ebshear": 30.0,
      "srh01": 32.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4293
        },
        {
          "name": "alignment",
          "value": 1.8671
        },
        {
          "name": "tau",
          "value": 0.669
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 0.6690099239349365,
      "coherence_diagnostics": {
        "tau": 0.6690099239349365,
        "grad_tau": 0.11375288665294647,
        "torsion": 0.0,
        "alignment": 1.8671283721923828,
        "S_field": 0.17165607213974,
        "Gamma_field": 0.3038899898529053,
        "S_over_Gamma": 0.5648625493049622,
        "Da": 18.99462127685547,
        "E_coh": 0.2594040036201477,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.13,
              43.03
            ],
            [
              -74.05,
              43.03
            ],
            [
              -74.04,
              43.02
            ],
            [
              -74.02,
              43.02
            ],
            [
              -74.01,
              43.0
            ],
            [
              -74.02,
              42.99
            ],
            [
              -74.06,
              42.99
            ],
            [
              -74.07,
              43.0
            ],
            [
              -74.09,
              43.0
            ],
            [
              -74.11,
              43.02
            ],
            [
              -74.13,
              43.02
            ],
            [
              -74.13,
              43.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0544,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "304864079909c6359a56606c0fd4d4e147514e4cedbc26e3bd9c8b369f61ed76",
        "signature": {
          "alg": "ed25519",
          "sig": "1806fdb442195a2ba85c811cc4bd1afaf7599393f8a0fe36e9d781eb30243a4c18ce4845e616007a9a333fd49fdcc23a85e69c168ad2b66972b1a23da452da09"
        }
      },
      "receipt_sha256": "304864079909c6359a56606c0fd4d4e147514e4cedbc26e3bd9c8b369f61ed76"
    },
    {
      "storm_id": "226708",
      "lat": 26.9789,
      "lon": -81.6467,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4069.0,
      "ebshear": 8.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3043
        },
        {
          "name": "alignment",
          "value": -0.386
        },
        {
          "name": "tau",
          "value": 1.7858
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 1.7858009338378906,
      "coherence_diagnostics": {
        "tau": 1.7858009338378906,
        "grad_tau": 0.6287681460380554,
        "torsion": 0.0,
        "alignment": -0.3859739303588867,
        "S_field": 0.5634850263595581,
        "Gamma_field": 0.30305665731430054,
        "S_over_Gamma": 1.8593388795852661,
        "Da": 19.526708602905273,
        "E_coh": 0.9699050784111023,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.65,
              27.01
            ],
            [
              -81.64,
              27.0
            ],
            [
              -81.62,
              27.0
            ],
            [
              -81.61,
              26.94
            ],
            [
              -81.66,
              26.94
            ],
            [
              -81.67,
              26.95
            ],
            [
              -81.66,
              26.96
            ],
            [
              -81.66,
              27.0
            ],
            [
              -81.65,
              27.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0537,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0c337808b9e3ef3c25719bf88489a44d94c8cbb0648ae203c3bb9ec006012b6",
        "signature": {
          "alg": "ed25519",
          "sig": "d1c6ca2f45fd04c160bdabe1d2b2bd0073f4663d3aca137de09c556a5277c4267372dacccd77e6cd79f6a30f27a99124c58f9da4a0182c82881fb3b4fc80ba02"
        }
      },
      "receipt_sha256": "f0c337808b9e3ef3c25719bf88489a44d94c8cbb0648ae203c3bb9ec006012b6"
    },
    {
      "storm_id": "227087",
      "lat": 41.701,
      "lon": -74.266,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1380.0,
      "ebshear": 33.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1793
        },
        {
          "name": "alignment",
          "value": -1.241
        },
        {
          "name": "tau",
          "value": 0.5448
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 0.5447783470153809,
      "coherence_diagnostics": {
        "tau": 0.5447783470153809,
        "grad_tau": 0.08408951014280319,
        "torsion": 0.0,
        "alignment": -1.2409858703613281,
        "S_field": 0.12914183735847473,
        "Gamma_field": 0.3063899874687195,
        "S_over_Gamma": 0.4214949607849121,
        "Da": 18.63262176513672,
        "E_coh": 0.11708474159240723,
        "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": [
          [
            [
              -74.26,
              41.74
            ],
            [
              -74.24,
              41.74
            ],
            [
              -74.23,
              41.73
            ],
            [
              -74.23,
              41.68
            ],
            [
              -74.25,
              41.66
            ],
            [
              -74.3,
              41.65
            ],
            [
              -74.31,
              41.67
            ],
            [
              -74.29,
              41.69
            ],
            [
              -74.29,
              41.71
            ],
            [
              -74.26,
              41.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0534,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3fe7ae1d3cd126d29f949b19b46be951269663cbe6304b56b8b30e16c2c5aa85",
        "signature": {
          "alg": "ed25519",
          "sig": "b5747bf0c1125d657c1e280cafc8261da133c122f3b3f7e2058aba8c001502c90b33c6668e09ff64c081d45505080016e322bbf34faa27d7a743e757a5832504"
        }
      },
      "receipt_sha256": "3fe7ae1d3cd126d29f949b19b46be951269663cbe6304b56b8b30e16c2c5aa85"
    },
    {
      "storm_id": "226813",
      "lat": 46.4591,
      "lon": -80.6018,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1315.0,
      "ebshear": 11.0,
      "srh01": 17.0,
      "maxllaz": 0.006,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.4293
        },
        {
          "name": "alignment",
          "value": -2.4759
        },
        {
          "name": "tau",
          "value": 0.8294
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 0.8294038772583008,
      "coherence_diagnostics": {
        "tau": 0.8294038772583008,
        "grad_tau": 0.10452882945537567,
        "torsion": 0.0,
        "alignment": -2.4759275913238525,
        "S_field": 0.3672159016132355,
        "Gamma_field": 0.281389981508255,
        "S_over_Gamma": 1.305006980895996,
        "Da": 18.19021224975586,
        "E_coh": 0.9695681929588318,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.63,
              46.5
            ],
            [
              -80.61,
              46.5
            ],
            [
              -80.6,
              46.49
            ],
            [
              -80.56,
              46.49
            ],
            [
              -80.55,
              46.48
            ],
            [
              -80.55,
              46.41
            ],
            [
              -80.57,
              46.39
            ],
            [
              -80.61,
              46.39
            ],
            [
              -80.65,
              46.42
            ],
            [
              -80.66,
              46.48
            ],
            [
              -80.63,
              46.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0533,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50728d7d085b29b6fc4577aeffd3b8118ee2310c8dfe740a36b0a2324a6fecf4",
        "signature": {
          "alg": "ed25519",
          "sig": "6fafc65d30a800761388724bc01729ab98fa05d7615f2207e77dd24e78f8be5a8ba52862bc5a9c5e5f037f1365625da204459f146143c50fd492737b89ef6a03"
        }
      },
      "receipt_sha256": "50728d7d085b29b6fc4577aeffd3b8118ee2310c8dfe740a36b0a2324a6fecf4"
    },
    {
      "storm_id": "226853",
      "lat": 47.2824,
      "lon": -83.5918,
      "motion_east": 3.2,
      "motion_south": 2.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1334.0,
      "ebshear": 11.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1793
        },
        {
          "name": "alignment",
          "value": 7.6244
        },
        {
          "name": "tau",
          "value": 0.5183
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.518325686454773,
      "coherence_diagnostics": {
        "tau": 0.518325686454773,
        "grad_tau": 0.19438636302947998,
        "torsion": 0.0,
        "alignment": 7.624393463134766,
        "S_field": 0.16853272914886475,
        "Gamma_field": 0.7988899946212769,
        "S_over_Gamma": 0.21095861494541168,
        "Da": 47.377891540527344,
        "E_coh": 0.19224150478839874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.52,
              47.39
            ],
            [
              -83.49,
              47.38
            ],
            [
              -83.47,
              47.36
            ],
            [
              -83.47,
              47.33
            ],
            [
              -83.48,
              47.31
            ],
            [
              -83.54,
              47.25
            ],
            [
              -83.6,
              47.23
            ],
            [
              -83.63,
              47.2
            ],
            [
              -83.65,
              47.19
            ],
            [
              -83.69,
              47.2
            ],
            [
              -83.7,
              47.21
            ],
            [
              -83.7,
              47.25
            ],
            [
              -83.68,
              47.27
            ],
            [
              -83.67,
              47.26
            ],
            [
              -83.63,
              47.28
            ],
            [
              -83.62,
              47.3
            ],
            [
              -83.52,
              47.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0529,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1e5fe947dc25bd050903e249076bb8721e7926d3efeb324678da6d48cb15fca",
        "signature": {
          "alg": "ed25519",
          "sig": "88e52f96d6f4bc4579d2988a5cc4f3c0513fcf24c184999960fd9ed9b7286fd2a750d64cd9babbbb78d71e02ffa1a62bd0257db10fb4f07be1405c30c631200a"
        }
      },
      "receipt_sha256": "d1e5fe947dc25bd050903e249076bb8721e7926d3efeb324678da6d48cb15fca"
    },
    {
      "storm_id": "226631",
      "lat": 45.1865,
      "lon": -91.3918,
      "motion_east": 1.7,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 319.0,
      "ebshear": 28.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8043
        },
        {
          "name": "alignment",
          "value": 2.7965
        },
        {
          "name": "tau",
          "value": 0.8024
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 0.8023789525032043,
      "coherence_diagnostics": {
        "tau": 0.8023789525032043,
        "grad_tau": 0.16154567897319794,
        "torsion": 0.0,
        "alignment": 2.7965259552001953,
        "S_field": 0.4352675676345825,
        "Gamma_field": 0.21055664122104645,
        "S_over_Gamma": 2.067223072052002,
        "Da": 12.654732704162598,
        "E_coh": 0.7220283150672913,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "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": [
          [
            [
              -91.41,
              45.32
            ],
            [
              -91.37,
              45.32
            ],
            [
              -91.33,
              45.29
            ],
            [
              -91.28,
              45.27
            ],
            [
              -91.25,
              45.24
            ],
            [
              -91.24,
              45.2
            ],
            [
              -91.26,
              45.19
            ],
            [
              -91.23,
              45.16
            ],
            [
              -91.17,
              45.14
            ],
            [
              -91.14,
              45.11
            ],
            [
              -91.14,
              45.08
            ],
            [
              -91.16,
              45.05
            ],
            [
              -91.22,
              45.06
            ],
            [
              -91.26,
              45.08
            ],
            [
              -91.33,
              45.08
            ],
            [
              -91.36,
              45.1
            ],
            [
              -91.39,
              45.1
            ],
            [
              -91.43,
              45.12
            ],
            [
              -91.46,
              45.12
            ],
            [
              -91.52,
              45.16
            ],
            [
              -91.56,
              45.16
            ],
            [
              -91.58,
              45.14
            ],
            [
              -91.58,
              45.12
            ],
            [
              -91.61,
              45.12
            ],
            [
              -91.61,
              45.17
            ],
            [
              -91.57,
              45.18
            ],
            [
              -91.55,
              45.21
            ],
            [
              -91.55,
              45.24
            ],
            [
              -91.52,
              45.26
            ],
            [
              -91.48,
              45.26
            ],
            [
              -91.44,
              45.24
            ],
            [
              -91.44,
              45.21
            ],
            [
              -91.41,
              45.18
            ],
            [
              -91.38,
              45.19
            ],
            [
              -91.37,
              45.2
            ],
            [
              -91.38,
              45.22
            ],
            [
              -91.42,
              45.26
            ],
            [
              -91.43,
              45.28
            ],
            [
              -91.43,
              45.31
            ],
            [
              -91.41,
              45.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0528,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f80a78642d2aabf40bced54bc9cb1b760b4cb65e098fc72d1a65b98c8983452c",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0528,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "225136b95a5d415109832e45847202fdabcbb0d6fc5b0ace613bb6013d30d011",
        "signature": {
          "alg": "ed25519",
          "sig": "c89fb86f0797e5c845fba4d498341dd94a11298903a73295c16aa0494a4e537264b79e8f5c614a610819801b445ab3f520699944e33f6c7d4db1d07f1c64e20c"
        }
      },
      "receipt_sha256": "225136b95a5d415109832e45847202fdabcbb0d6fc5b0ace613bb6013d30d011"
    },
    {
      "storm_id": "226389",
      "lat": 30.4479,
      "lon": -87.3614,
      "motion_east": 1.3,
      "motion_south": -1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4019.0,
      "ebshear": 19.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5543
        },
        {
          "name": "alignment",
          "value": 2.0788
        },
        {
          "name": "tau",
          "value": 3.2477
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 3.2476601600646973,
      "coherence_diagnostics": {
        "tau": 3.2476601600646973,
        "grad_tau": 0.4062155783176422,
        "torsion": 0.0,
        "alignment": 2.078810691833496,
        "S_field": 1.2101484537124634,
        "Gamma_field": 0.2372233122587204,
        "S_over_Gamma": 5.10130500793457,
        "Da": 15.09622859954834,
        "E_coh": 0.9719670414924622,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.39,
              30.49
            ],
            [
              -87.34,
              30.49
            ],
            [
              -87.33,
              30.48
            ],
            [
              -87.31,
              30.48
            ],
            [
              -87.28,
              30.45
            ],
            [
              -87.29,
              30.41
            ],
            [
              -87.31,
              30.39
            ],
            [
              -87.37,
              30.39
            ],
            [
              -87.39,
              30.4
            ],
            [
              -87.41,
              30.42
            ],
            [
              -87.41,
              30.45
            ],
            [
              -87.42,
              30.46
            ],
            [
              -87.42,
              30.47
            ],
            [
              -87.39,
              30.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0527,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0527,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b685d6491d0d033e3cef402e25e1bd48a79cc782d0e86cdca281dc0ee39759d3",
        "signature": {
          "alg": "ed25519",
          "sig": "6984601cb727034fcf6f4fed7c595d13698ceb92155032dbcbd5af4faaa54b544fa001894a5a40dc194b60798a067b7e8bb01b73a1eda7f9837a702408746909"
        }
      },
      "receipt_sha256": "b685d6491d0d033e3cef402e25e1bd48a79cc782d0e86cdca281dc0ee39759d3"
    },
    {
      "storm_id": "227007",
      "lat": 32.5336,
      "lon": -90.5245,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3168.0,
      "ebshear": 7.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9293
        },
        {
          "name": "alignment",
          "value": 2.8245
        },
        {
          "name": "tau",
          "value": 1.1298
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 1.1298489570617676,
      "coherence_diagnostics": {
        "tau": 1.1298489570617676,
        "grad_tau": 0.4003005623817444,
        "torsion": 0.0,
        "alignment": 2.8245368003845215,
        "S_field": 0.05089382827281952,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 0.1792730689048767,
        "Da": 18.212125778198242,
        "E_coh": 0.2588115930557251,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.51,
              32.58
            ],
            [
              -90.5,
              32.57
            ],
            [
              -90.51,
              32.55
            ],
            [
              -90.51,
              32.49
            ],
            [
              -90.52,
              32.48
            ],
            [
              -90.53,
              32.48
            ],
            [
              -90.54,
              32.5
            ],
            [
              -90.54,
              32.53
            ],
            [
              -90.55,
              32.54
            ],
            [
              -90.55,
              32.57
            ],
            [
              -90.51,
              32.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0527,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0527,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b685d6491d0d033e3cef402e25e1bd48a79cc782d0e86cdca281dc0ee39759d3",
        "signature": {
          "alg": "ed25519",
          "sig": "6984601cb727034fcf6f4fed7c595d13698ceb92155032dbcbd5af4faaa54b544fa001894a5a40dc194b60798a067b7e8bb01b73a1eda7f9837a702408746909"
        }
      },
      "receipt_sha256": "b685d6491d0d033e3cef402e25e1bd48a79cc782d0e86cdca281dc0ee39759d3"
    },
    {
      "storm_id": "227094",
      "lat": 32.6714,
      "lon": -89.3329,
      "motion_east": 4.8,
      "motion_south": 1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3841.0,
      "ebshear": 15.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 1.9494
        },
        {
          "name": "tau",
          "value": 1.5641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 1.5640569925308228,
      "coherence_diagnostics": {
        "tau": 1.5640569925308228,
        "grad_tau": 0.5548231601715088,
        "torsion": 0.0,
        "alignment": 1.9493721723556519,
        "S_field": 0.305935800075531,
        "Gamma_field": 0.3930566608905792,
        "S_over_Gamma": 0.7783503532409668,
        "Da": 25.55035972595215,
        "E_coh": 0.9459625482559204,
        "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": [
          [
            [
              -89.33,
              32.71
            ],
            [
              -89.3,
              32.71
            ],
            [
              -89.3,
              32.66
            ],
            [
              -89.29,
              32.64
            ],
            [
              -89.3,
              32.65
            ],
            [
              -89.31,
              32.64
            ],
            [
              -89.33,
              32.65
            ],
            [
              -89.35,
              32.65
            ],
            [
              -89.36,
              32.64
            ],
            [
              -89.37,
              32.65
            ],
            [
              -89.38,
              32.69
            ],
            [
              -89.37,
              32.7
            ],
            [
              -89.34,
              32.7
            ],
            [
              -89.33,
              32.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0524,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5813c4ffcdc1b7575084f0bcd396100e30a55261b5bded89dc95cd891fe5e4f9",
        "signature": {
          "alg": "ed25519",
          "sig": "73e79cdcdac88d2c527a5d95572cb7c705447fa0872e15fc4db89251c5e74811b28c475a8b93655d6fab346b08b9d3d4bbd845e234018b24599bfd789d777306"
        }
      },
      "receipt_sha256": "5813c4ffcdc1b7575084f0bcd396100e30a55261b5bded89dc95cd891fe5e4f9"
    },
    {
      "storm_id": "227051",
      "lat": 30.7206,
      "lon": -84.8256,
      "motion_east": 3.4,
      "motion_south": 0.1,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3351.0,
      "ebshear": 17.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.6793
        },
        {
          "name": "alignment",
          "value": -1.141
        },
        {
          "name": "tau",
          "value": 3.7637
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0522
      },
      "coherence_score": 3.7637054920196533,
      "coherence_diagnostics": {
        "tau": 3.7637054920196533,
        "grad_tau": 0.19632987678050995,
        "torsion": 0.0,
        "alignment": -1.141012191772461,
        "S_field": 1.4950746297836304,
        "Gamma_field": 0.195556640625,
        "S_over_Gamma": 7.645225524902344,
        "Da": 12.594985008239746,
        "E_coh": 0.9423568844795227,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.82,
              30.77
            ],
            [
              -84.74,
              30.77
            ],
            [
              -84.78,
              30.73
            ],
            [
              -84.79,
              30.71
            ],
            [
              -84.81,
              30.71
            ],
            [
              -84.82,
              30.7
            ],
            [
              -84.81,
              30.69
            ],
            [
              -84.82,
              30.69
            ],
            [
              -84.84,
              30.67
            ],
            [
              -84.87,
              30.67
            ],
            [
              -84.86,
              30.69
            ],
            [
              -84.86,
              30.72
            ],
            [
              -84.87,
              30.74
            ],
            [
              -84.86,
              30.75
            ],
            [
              -84.84,
              30.75
            ],
            [
              -84.82,
              30.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0522,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "02fcc536fb6f19f1349066b91a7c46fb899c9afd7e9f902b3f2ffbfa06584a31",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0522,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1aa32687985cfd0ec9cc4a168f2bada51c1bd410167240ab3e5fe437eda2bd03",
        "signature": {
          "alg": "ed25519",
          "sig": "8613b4b3296b53cc59e590b64bf7335c1306049a53e44c6d67b569f5b7468e812363aae3eb4fd6029e34daacb4cb7dea859aaba083a12da785208c5fb6c09401"
        }
      },
      "receipt_sha256": "1aa32687985cfd0ec9cc4a168f2bada51c1bd410167240ab3e5fe437eda2bd03"
    },
    {
      "storm_id": "227002",
      "lat": 33.2436,
      "lon": -89.1009,
      "motion_east": 4.8,
      "motion_south": 1.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3456.0,
      "ebshear": 15.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9293
        },
        {
          "name": "alignment",
          "value": 3.4154
        },
        {
          "name": "tau",
          "value": 2.3464
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0513
      },
      "coherence_score": 2.3463516235351562,
      "coherence_diagnostics": {
        "tau": 2.3463516235351562,
        "grad_tau": 0.6073276400566101,
        "torsion": 0.0,
        "alignment": 3.4154043197631836,
        "S_field": 0.8789870142936707,
        "Gamma_field": 0.28722330927848816,
        "S_over_Gamma": 3.060291290283203,
        "Da": 19.061323165893555,
        "E_coh": 0.9953277707099915,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.15,
              33.28
            ],
            [
              -89.08,
              33.28
            ],
            [
              -89.06,
              33.26
            ],
            [
              -89.05,
              33.26
            ],
            [
              -89.07,
              33.22
            ],
            [
              -89.07,
              33.19
            ],
            [
              -89.08,
              33.2
            ],
            [
              -89.12,
              33.21
            ],
            [
              -89.13,
              33.24
            ],
            [
              -89.15,
              33.26
            ],
            [
              -89.15,
              33.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0513,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0513,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a95b6755a67e0e5224a95c284a2b5213a74e8abd6e4ddfeda246f995715a3b4",
        "signature": {
          "alg": "ed25519",
          "sig": "23de39a1fcd54b7ee02720b6ab647fba04f8acc2147fcfb3e9b97dbeabebc28f8268b851800419d81b212a60a58d146a528ce9a8b5b1f00b18d0b9008c323c04"
        }
      },
      "receipt_sha256": "7a95b6755a67e0e5224a95c284a2b5213a74e8abd6e4ddfeda246f995715a3b4"
    },
    {
      "storm_id": "226802",
      "lat": 33.8203,
      "lon": -89.921,
      "motion_east": 5.0,
      "motion_south": 1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3482.0,
      "ebshear": 11.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4293
        },
        {
          "name": "alignment",
          "value": 2.7757
        },
        {
          "name": "tau",
          "value": 2.0349
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 2.0348687171936035,
      "coherence_diagnostics": {
        "tau": 2.0348687171936035,
        "grad_tau": 0.44141581654548645,
        "torsion": 0.0,
        "alignment": 2.7756500244140625,
        "S_field": 0.8276953101158142,
        "Gamma_field": 0.37305665016174316,
        "S_over_Gamma": 2.2186853885650635,
        "Da": 23.983882904052734,
        "E_coh": 0.9726696014404297,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.86,
              34.01
            ],
            [
              -89.85,
              34.01
            ],
            [
              -89.84,
              34.01
            ],
            [
              -89.83,
              34.01
            ],
            [
              -89.84,
              34.0
            ],
            [
              -89.84,
              33.99
            ],
            [
              -89.85,
              33.98
            ],
            [
              -89.85,
              33.97
            ],
            [
              -89.85,
              33.96
            ],
            [
              -89.85,
              33.95
            ],
            [
              -89.85,
              33.94
            ],
            [
              -89.85,
              33.93
            ],
            [
              -89.86,
              33.92
            ],
            [
              -89.86,
              33.91
            ],
            [
              -89.87,
              33.9
            ],
            [
              -89.87,
              33.89
            ],
            [
              -89.88,
              33.89
            ],
            [
              -89.89,
              33.88
            ],
            [
              -89.89,
              33.87
            ],
            [
              -89.9,
              33.86
            ],
            [
              -89.9,
              33.85
            ],
            [
              -89.9,
              33.84
            ],
            [
              -89.91,
              33.83
            ],
            [
              -89.91,
              33.82
            ],
            [
              -89.9,
              33.81
            ],
            [
              -89.89,
              33.8
            ],
            [
              -89.89,
              33.79
            ],
            [
              -89.88,
              33.78
            ],
            [
              -89.88,
              33.77
            ],
            [
              -89.89,
              33.76
            ],
            [
              -89.89,
              33.75
            ],
            [
              -89.89,
              33.74
            ],
            [
              -89.9,
              33.73
            ],
            [
              -89.91,
              33.72
            ],
            [
              -89.91,
              33.71
            ],
            [
              -89.91,
              33.7
            ],
            [
              -89.91,
              33.69
            ],
            [
              -89.91,
              33.68
            ],
            [
              -89.91,
              33.67
            ],
            [
              -89.91,
              33.66
            ],
            [
              -89.92,
              33.65
            ],
            [
              -89.93,
              33.64
            ],
            [
              -89.93,
              33.63
            ],
            [
              -89.94,
              33.63
            ],
            [
              -89.95,
              33.63
            ],
            [
              -89.96,
              33.63
            ],
            [
              -89.97,
              33.63
            ],
            [
              -89.98,
              33.63
            ],
            [
              -89.99,
              33.63
            ],
            [
              -89.99,
              33.64
            ],
            [
              -90.0,
              33.65
            ],
            [
              -90.0,
              33.66
            ],
            [
              -90.0,
              33.67
            ],
            [
              -90.0,
              33.68
            ],
            [
              -90.0,
              33.69
            ],
            [
              -90.0,
              33.7
            ],
            [
              -89.99,
              33.7
            ],
            [
              -89.98,
              33.71
            ],
            [
              -89.97,
              33.71
            ],
            [
              -89.96,
              33.72
            ],
            [
              -89.95,
              33.73
            ],
            [
              -89.95,
              33.74
            ],
            [
              -89.94,
              33.75
            ],
            [
              -89.95,
              33.76
            ],
            [
              -89.96,
              33.77
            ],
            [
              -89.97,
              33.78
            ],
            [
              -89.98,
              33.79
            ],
            [
              -89.98,
              33.8
            ],
            [
              -89.99,
              33.81
            ],
            [
              -90.0,
              33.82
            ],
            [
              -90.0,
              33.83
            ],
            [
              -90.0,
              33.84
            ],
            [
              -90.01,
              33.85
            ],
            [
              -90.0,
              33.86
            ],
            [
              -90.0,
              33.87
            ],
            [
              -89.99,
              33.88
            ],
            [
              -89.98,
              33.89
            ],
            [
              -89.97,
              33.9
            ],
            [
              -89.96,
              33.91
            ],
            [
              -89.95,
              33.91
            ],
            [
              -89.94,
              33.91
            ],
            [
              -89.93,
              33.92
            ],
            [
              -89.92,
              33.93
            ],
            [
              -89.91,
              33.94
            ],
            [
              -89.9,
              33.94
            ],
            [
              -89.89,
              33.94
            ],
            [
              -89.88,
              33.95
            ],
            [
              -89.87,
              33.96
            ],
            [
              -89.87,
              33.97
            ],
            [
              -89.86,
              33.97
            ],
            [
              -89.85,
              33.98
            ],
            [
              -89.86,
              33.99
            ],
            [
              -89.86,
              34.0
            ],
            [
              -89.86,
              34.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0512,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d555079153ad2947fd7924c8e1b8440f8722156ed27567753c012a53faad4e47",
        "signature": {
          "alg": "ed25519",
          "sig": "d604e14a0a41ff5e560dd5b7dc51fa5a070d410244f987e6438692311f8e94c6fccc20cddbe37f1d76839e708318db84cce1041afe25696f4dca3d2c8dfbdd02"
        }
      },
      "receipt_sha256": "d555079153ad2947fd7924c8e1b8440f8722156ed27567753c012a53faad4e47"
    },
    {
      "storm_id": "227052",
      "lat": 30.7222,
      "lon": -86.5956,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3185.0,
      "ebshear": 18.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5543
        },
        {
          "name": "alignment",
          "value": 2.0788
        },
        {
          "name": "tau",
          "value": 3.2477
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 3.2476601600646973,
      "coherence_diagnostics": {
        "tau": 3.2476601600646973,
        "grad_tau": 0.4062155783176422,
        "torsion": 0.0,
        "alignment": 2.078810691833496,
        "S_field": 1.2101484537124634,
        "Gamma_field": 0.2372233122587204,
        "S_over_Gamma": 5.10130500793457,
        "Da": 15.09622859954834,
        "E_coh": 0.9719670414924622,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.57,
              30.78
            ],
            [
              -86.56,
              30.78
            ],
            [
              -86.56,
              30.68
            ],
            [
              -86.59,
              30.66
            ],
            [
              -86.62,
              30.68
            ],
            [
              -86.64,
              30.68
            ],
            [
              -86.64,
              30.73
            ],
            [
              -86.61,
              30.73
            ],
            [
              -86.57,
              30.78
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.051,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87abcd6799dd4c4bbb7e755ae347f44ded998f34f60c3cb29fedb633046136f6",
        "signature": {
          "alg": "ed25519",
          "sig": "d82c0f86a3f44a409941de665dd9f22c5ad8edb83046c4188525523d5dba8519efa458929421f6446a18af1d9ffbc58c46343ff12758acf8b163e31e957f8c06"
        }
      },
      "receipt_sha256": "87abcd6799dd4c4bbb7e755ae347f44ded998f34f60c3cb29fedb633046136f6"
    },
    {
      "storm_id": "227061",
      "lat": 46.7744,
      "lon": -82.7722,
      "motion_east": 4.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1335.0,
      "ebshear": 9.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1793
        },
        {
          "name": "alignment",
          "value": 7.6244
        },
        {
          "name": "tau",
          "value": 0.5183
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 0.518325686454773,
      "coherence_diagnostics": {
        "tau": 0.518325686454773,
        "grad_tau": 0.19438636302947998,
        "torsion": 0.0,
        "alignment": 7.624393463134766,
        "S_field": 0.16853272914886475,
        "Gamma_field": 0.7988899946212769,
        "S_over_Gamma": 0.21095861494541168,
        "Da": 47.377891540527344,
        "E_coh": 0.19224150478839874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.79,
              46.8
            ],
            [
              -82.75,
              46.8
            ],
            [
              -82.74,
              46.79
            ],
            [
              -82.74,
              46.76
            ],
            [
              -82.75,
              46.74
            ],
            [
              -82.79,
              46.74
            ],
            [
              -82.8,
              46.75
            ],
            [
              -82.8,
              46.79
            ],
            [
              -82.79,
              46.8
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.051,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87abcd6799dd4c4bbb7e755ae347f44ded998f34f60c3cb29fedb633046136f6",
        "signature": {
          "alg": "ed25519",
          "sig": "d82c0f86a3f44a409941de665dd9f22c5ad8edb83046c4188525523d5dba8519efa458929421f6446a18af1d9ffbc58c46343ff12758acf8b163e31e957f8c06"
        }
      },
      "receipt_sha256": "87abcd6799dd4c4bbb7e755ae347f44ded998f34f60c3cb29fedb633046136f6"
    },
    {
      "storm_id": "226780",
      "lat": 35.2429,
      "lon": -98.7929,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 604.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1793
        },
        {
          "name": "alignment",
          "value": 0.7309
        },
        {
          "name": "tau",
          "value": 0.6278
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0507
      },
      "coherence_score": 0.6277886033058167,
      "coherence_diagnostics": {
        "tau": 0.6277886033058167,
        "grad_tau": 0.04474306106567383,
        "torsion": 0.0,
        "alignment": 0.7309027314186096,
        "S_field": 0.9813374280929565,
        "Gamma_field": 0.5055566430091858,
        "S_over_Gamma": 1.9411028623580933,
        "Da": 29.082544326782227,
        "E_coh": 0.9527153372764587,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.81,
              35.3
            ],
            [
              -98.78,
              35.29
            ],
            [
              -98.79,
              35.27
            ],
            [
              -98.77,
              35.26
            ],
            [
              -98.75,
              35.23
            ],
            [
              -98.75,
              35.21
            ],
            [
              -98.77,
              35.19
            ],
            [
              -98.77,
              35.18
            ],
            [
              -98.82,
              35.18
            ],
            [
              -98.82,
              35.21
            ],
            [
              -98.83,
              35.23
            ],
            [
              -98.81,
              35.27
            ],
            [
              -98.82,
              35.28
            ],
            [
              -98.81,
              35.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0507,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0507,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80af025a0314c063224dc0e83e59f1021845e7d6ed91d73656210fdcdc4ad23d",
        "signature": {
          "alg": "ed25519",
          "sig": "24b07130acd9e6044b271f02711889ad8bff230870798c159e646465e480ee3a626ed4163aa2249308647116ce1d7567759bf05d37a5d44192d5b5476ffaec02"
        }
      },
      "receipt_sha256": "80af025a0314c063224dc0e83e59f1021845e7d6ed91d73656210fdcdc4ad23d"
    },
    {
      "storm_id": "226899",
      "lat": 27.7457,
      "lon": -80.5629,
      "motion_east": 7.7,
      "motion_south": 1.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3469.0,
      "ebshear": 20.0,
      "srh01": 10.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4293
        },
        {
          "name": "alignment",
          "value": 0.2655
        },
        {
          "name": "tau",
          "value": 2.3338
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0507
      },
      "coherence_score": 2.333798408508301,
      "coherence_diagnostics": {
        "tau": 2.333798408508301,
        "grad_tau": 0.5234887003898621,
        "torsion": 0.0,
        "alignment": 0.265464186668396,
        "S_field": 0.55302894115448,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 2.339477062225342,
        "Da": 15.1812744140625,
        "E_coh": 0.9624336957931519,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.59,
              27.79
            ],
            [
              -80.57,
              27.79
            ],
            [
              -80.53,
              27.77
            ],
            [
              -80.53,
              27.75
            ],
            [
              -80.54,
              27.74
            ],
            [
              -80.51,
              27.71
            ],
            [
              -80.52,
              27.7
            ],
            [
              -80.55,
              27.7
            ],
            [
              -80.56,
              27.71
            ],
            [
              -80.56,
              27.73
            ],
            [
              -80.58,
              27.75
            ],
            [
              -80.62,
              27.75
            ],
            [
              -80.63,
              27.76
            ],
            [
              -80.59,
              27.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0507,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dd9de28ac9acdaee09397dccbfd5409ee94dbe85d6ae63251aeeeea6a6eb7a9f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0507,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80af025a0314c063224dc0e83e59f1021845e7d6ed91d73656210fdcdc4ad23d",
        "signature": {
          "alg": "ed25519",
          "sig": "24b07130acd9e6044b271f02711889ad8bff230870798c159e646465e480ee3a626ed4163aa2249308647116ce1d7567759bf05d37a5d44192d5b5476ffaec02"
        }
      },
      "receipt_sha256": "80af025a0314c063224dc0e83e59f1021845e7d6ed91d73656210fdcdc4ad23d"
    },
    {
      "storm_id": "226653",
      "lat": 33.2287,
      "lon": -89.46,
      "motion_east": 4.9,
      "motion_south": 0.8,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3318.0,
      "ebshear": 14.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.28,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 3.4147
        },
        {
          "name": "tau",
          "value": 1.6739
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 1.6739270687103271,
      "coherence_diagnostics": {
        "tau": 1.6739270687103271,
        "grad_tau": 0.561737596988678,
        "torsion": 0.0,
        "alignment": 3.4147353172302246,
        "S_field": 0.1373155266046524,
        "Gamma_field": 0.4638899862766266,
        "S_over_Gamma": 0.296008825302124,
        "Da": 30.32707977294922,
        "E_coh": 0.7906405925750732,
        "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": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.47,
              33.32
            ],
            [
              -89.46,
              33.31
            ],
            [
              -89.42,
              33.31
            ],
            [
              -89.4,
              33.3
            ],
            [
              -89.37,
              33.27
            ],
            [
              -89.36,
              33.27
            ],
            [
              -89.36,
              33.25
            ],
            [
              -89.38,
              33.22
            ],
            [
              -89.4,
              33.22
            ],
            [
              -89.41,
              33.21
            ],
            [
              -89.44,
              33.15
            ],
            [
              -89.48,
              33.13
            ],
            [
              -89.5,
              33.13
            ],
            [
              -89.51,
              33.12
            ],
            [
              -89.55,
              33.12
            ],
            [
              -89.56,
              33.13
            ],
            [
              -89.56,
              33.19
            ],
            [
              -89.55,
              33.21
            ],
            [
              -89.5,
              33.25
            ],
            [
              -89.5,
              33.26
            ],
            [
              -89.46,
              33.28
            ],
            [
              -89.47,
              33.29
            ],
            [
              -89.47,
              33.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0506,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "514c2ac8256b989085d05a2e776f764838f61ff2f070b8d76ab3e0fc87cb06c8",
        "signature": {
          "alg": "ed25519",
          "sig": "8e63b1c091b0d3e43f901d3cb8eb77d971b28453182c66408074891f7b2705847a26fb9cffacc375f89090b5aa19a40a6a8b73afffeb77abf1cd09824d11dc07"
        }
      },
      "receipt_sha256": "514c2ac8256b989085d05a2e776f764838f61ff2f070b8d76ab3e0fc87cb06c8"
    },
    {
      "storm_id": "226856",
      "lat": 46.7089,
      "lon": -82.96,
      "motion_east": 4.9,
      "motion_south": 0.8,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1384.0,
      "ebshear": 8.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1793
        },
        {
          "name": "alignment",
          "value": 7.6244
        },
        {
          "name": "tau",
          "value": 0.5183
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.518325686454773,
      "coherence_diagnostics": {
        "tau": 0.518325686454773,
        "grad_tau": 0.19438636302947998,
        "torsion": 0.0,
        "alignment": 7.624393463134766,
        "S_field": 0.16853272914886475,
        "Gamma_field": 0.7988899946212769,
        "S_over_Gamma": 0.21095861494541168,
        "Da": 47.377891540527344,
        "E_coh": 0.19224150478839874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.98,
              46.74
            ],
            [
              -82.94,
              46.74
            ],
            [
              -82.92,
              46.72
            ],
            [
              -82.92,
              46.69
            ],
            [
              -82.94,
              46.67
            ],
            [
              -82.98,
              46.67
            ],
            [
              -82.99,
              46.68
            ],
            [
              -82.99,
              46.73
            ],
            [
              -82.98,
              46.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0506,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "514c2ac8256b989085d05a2e776f764838f61ff2f070b8d76ab3e0fc87cb06c8",
        "signature": {
          "alg": "ed25519",
          "sig": "8e63b1c091b0d3e43f901d3cb8eb77d971b28453182c66408074891f7b2705847a26fb9cffacc375f89090b5aa19a40a6a8b73afffeb77abf1cd09824d11dc07"
        }
      },
      "receipt_sha256": "514c2ac8256b989085d05a2e776f764838f61ff2f070b8d76ab3e0fc87cb06c8"
    },
    {
      "storm_id": "226935",
      "lat": 32.7509,
      "lon": -89.4764,
      "motion_east": 5.0,
      "motion_south": 1.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3889.0,
      "ebshear": 15.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 1.9494
        },
        {
          "name": "tau",
          "value": 1.5641
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 1.5640569925308228,
      "coherence_diagnostics": {
        "tau": 1.5640569925308228,
        "grad_tau": 0.5548231601715088,
        "torsion": 0.0,
        "alignment": 1.9493721723556519,
        "S_field": 0.305935800075531,
        "Gamma_field": 0.3930566608905792,
        "S_over_Gamma": 0.7783503532409668,
        "Da": 25.55035972595215,
        "E_coh": 0.9459625482559204,
        "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": [
          [
            [
              -89.5,
              32.79
            ],
            [
              -89.46,
              32.79
            ],
            [
              -89.44,
              32.78
            ],
            [
              -89.41,
              32.72
            ],
            [
              -89.43,
              32.7
            ],
            [
              -89.48,
              32.7
            ],
            [
              -89.5,
              32.72
            ],
            [
              -89.5,
              32.74
            ],
            [
              -89.51,
              32.75
            ],
            [
              -89.51,
              32.78
            ],
            [
              -89.5,
              32.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0506,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "514c2ac8256b989085d05a2e776f764838f61ff2f070b8d76ab3e0fc87cb06c8",
        "signature": {
          "alg": "ed25519",
          "sig": "8e63b1c091b0d3e43f901d3cb8eb77d971b28453182c66408074891f7b2705847a26fb9cffacc375f89090b5aa19a40a6a8b73afffeb77abf1cd09824d11dc07"
        }
      },
      "receipt_sha256": "514c2ac8256b989085d05a2e776f764838f61ff2f070b8d76ab3e0fc87cb06c8"
    },
    {
      "storm_id": "226988",
      "lat": 46.8136,
      "lon": -83.2456,
      "motion_east": 5.1,
      "motion_south": 1.8,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1451.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1793
        },
        {
          "name": "alignment",
          "value": 7.6244
        },
        {
          "name": "tau",
          "value": 0.5183
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0502
      },
      "coherence_score": 0.518325686454773,
      "coherence_diagnostics": {
        "tau": 0.518325686454773,
        "grad_tau": 0.19438636302947998,
        "torsion": 0.0,
        "alignment": 7.624393463134766,
        "S_field": 0.16853272914886475,
        "Gamma_field": 0.7988899946212769,
        "S_over_Gamma": 0.21095861494541168,
        "Da": 47.377891540527344,
        "E_coh": 0.19224150478839874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.22,
              46.9
            ],
            [
              -83.18,
              46.9
            ],
            [
              -83.13,
              46.87
            ],
            [
              -83.11,
              46.87
            ],
            [
              -83.1,
              46.86
            ],
            [
              -83.1,
              46.82
            ],
            [
              -83.14,
              46.78
            ],
            [
              -83.16,
              46.78
            ],
            [
              -83.17,
              46.77
            ],
            [
              -83.23,
              46.77
            ],
            [
              -83.25,
              46.78
            ],
            [
              -83.26,
              46.77
            ],
            [
              -83.28,
              46.77
            ],
            [
              -83.33,
              46.73
            ],
            [
              -83.38,
              46.73
            ],
            [
              -83.4,
              46.74
            ],
            [
              -83.4,
              46.78
            ],
            [
              -83.41,
              46.79
            ],
            [
              -83.39,
              46.81
            ],
            [
              -83.3,
              46.81
            ],
            [
              -83.28,
              46.82
            ],
            [
              -83.25,
              46.86
            ],
            [
              -83.23,
              46.86
            ],
            [
              -83.22,
              46.87
            ],
            [
              -83.22,
              46.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0502,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0502,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8fdfa40b813f449390b6c305ef7f05b4e06614d0b7e88e4340e9a206854a0709",
        "signature": {
          "alg": "ed25519",
          "sig": "626af9f9ec1ab95c19036039fceb1f3b67cb6a2fa7b8c55753fdf9d8b49fe1ed971fbd4ffdc974206200104e757e3e8ddd2361a6a527394b94c696df2a8cd106"
        }
      },
      "receipt_sha256": "8fdfa40b813f449390b6c305ef7f05b4e06614d0b7e88e4340e9a206854a0709"
    },
    {
      "storm_id": "227019",
      "lat": 42.668,
      "lon": -72.776,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1379.0,
      "ebshear": 24.0,
      "srh01": 50.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3043
        },
        {
          "name": "alignment",
          "value": 2.9594
        },
        {
          "name": "tau",
          "value": 0.8527
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 0.852716326713562,
      "coherence_diagnostics": {
        "tau": 0.852716326713562,
        "grad_tau": 0.0808597058057785,
        "torsion": 0.0,
        "alignment": 2.959367513656616,
        "S_field": 0.5527905225753784,
        "Gamma_field": 0.2747233211994171,
        "S_over_Gamma": 2.012171745300293,
        "Da": 16.588939666748047,
        "E_coh": 0.8068372011184692,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.79,
              42.7
            ],
            [
              -72.76,
              42.7
            ],
            [
              -72.74,
              42.69
            ],
            [
              -72.74,
              42.65
            ],
            [
              -72.75,
              42.65
            ],
            [
              -72.77,
              42.63
            ],
            [
              -72.8,
              42.63
            ],
            [
              -72.81,
              42.65
            ],
            [
              -72.81,
              42.68
            ],
            [
              -72.79,
              42.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0501,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ef7fe71dda034d918ad4cb5345dd443de0253563095d7270f48896e2b9f51e1",
        "signature": {
          "alg": "ed25519",
          "sig": "1cd5209c29efb2b30e0a632804ea249ffba58139d0508eaca25423fcee9430c571b604b13deb982178fd71b03ee3b5029e6eb0e3dc56a7d43e02e0383ee7eb05"
        }
      },
      "receipt_sha256": "8ef7fe71dda034d918ad4cb5345dd443de0253563095d7270f48896e2b9f51e1"
    },
    {
      "storm_id": "227083",
      "lat": 45.16,
      "lon": -83.7245,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 915.0,
      "ebshear": 7.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8043
        },
        {
          "name": "alignment",
          "value": 0.3147
        },
        {
          "name": "tau",
          "value": 0.7792
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 0.779212474822998,
      "coherence_diagnostics": {
        "tau": 0.779212474822998,
        "grad_tau": 0.07282127439975739,
        "torsion": 0.0,
        "alignment": 0.31469038128852844,
        "S_field": 0.7930256724357605,
        "Gamma_field": 0.23805664479732513,
        "S_over_Gamma": 3.3312478065490723,
        "Da": 14.183606147766113,
        "E_coh": 0.9504932761192322,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.75,
              45.2
            ],
            [
              -83.68,
              45.19
            ],
            [
              -83.67,
              45.18
            ],
            [
              -83.67,
              45.13
            ],
            [
              -83.69,
              45.12
            ],
            [
              -83.74,
              45.12
            ],
            [
              -83.76,
              45.13
            ],
            [
              -83.75,
              45.14
            ],
            [
              -83.75,
              45.17
            ],
            [
              -83.76,
              45.18
            ],
            [
              -83.75,
              45.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0501,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ef7fe71dda034d918ad4cb5345dd443de0253563095d7270f48896e2b9f51e1",
        "signature": {
          "alg": "ed25519",
          "sig": "1cd5209c29efb2b30e0a632804ea249ffba58139d0508eaca25423fcee9430c571b604b13deb982178fd71b03ee3b5029e6eb0e3dc56a7d43e02e0383ee7eb05"
        }
      },
      "receipt_sha256": "8ef7fe71dda034d918ad4cb5345dd443de0253563095d7270f48896e2b9f51e1"
    },
    {
      "storm_id": "227058",
      "lat": 48.2509,
      "lon": -85.3127,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1128.0,
      "ebshear": 19.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4293
        },
        {
          "name": "alignment",
          "value": 0.6068
        },
        {
          "name": "tau",
          "value": 0.1803
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.1802615076303482,
      "coherence_diagnostics": {
        "tau": 0.1802615076303482,
        "grad_tau": 0.14481250941753387,
        "torsion": 0.0,
        "alignment": 0.6068246364593506,
        "S_field": 0.1031658723950386,
        "Gamma_field": 0.3255566656589508,
        "S_over_Gamma": 0.316890686750412,
        "Da": 19.101755142211914,
        "E_coh": 0.52976393699646,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.34,
              48.29
            ],
            [
              -85.3,
              48.29
            ],
            [
              -85.29,
              48.28
            ],
            [
              -85.29,
              48.26
            ],
            [
              -85.28,
              48.25
            ],
            [
              -85.28,
              48.23
            ],
            [
              -85.29,
              48.22
            ],
            [
              -85.31,
              48.21
            ],
            [
              -85.35,
              48.21
            ],
            [
              -85.37,
              48.23
            ],
            [
              -85.34,
              48.29
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.05,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b3d368d8fd219709461b2ea649949b920767bec26f0e72e8c4c8b81de4c238a",
        "signature": {
          "alg": "ed25519",
          "sig": "d4a308b20bf4fa0752c70315c7592bb2e512e0519d0278eb6d751f539bfa182a71ac9129adb6420c6c217f83a9c09083c32acf23f2583935a2fcc9f5fc61a00b"
        }
      },
      "receipt_sha256": "3b3d368d8fd219709461b2ea649949b920767bec26f0e72e8c4c8b81de4c238a"
    },
    {
      "storm_id": "227047",
      "lat": 33.3863,
      "lon": -90.09,
      "motion_east": 3.6,
      "motion_south": 0.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3401.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 3.4147
        },
        {
          "name": "tau",
          "value": 1.6739
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0499
      },
      "coherence_score": 1.6739270687103271,
      "coherence_diagnostics": {
        "tau": 1.6739270687103271,
        "grad_tau": 0.561737596988678,
        "torsion": 0.0,
        "alignment": 3.4147353172302246,
        "S_field": 0.1373155266046524,
        "Gamma_field": 0.4638899862766266,
        "S_over_Gamma": 0.296008825302124,
        "Da": 30.32707977294922,
        "E_coh": 0.7906405925750732,
        "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": [
          [
            [
              -90.1,
              33.42
            ],
            [
              -90.07,
              33.42
            ],
            [
              -90.07,
              33.39
            ],
            [
              -90.05,
              33.35
            ],
            [
              -90.11,
              33.35
            ],
            [
              -90.12,
              33.36
            ],
            [
              -90.1,
              33.38
            ],
            [
              -90.1,
              33.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0499,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0499,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d94d80147dc99008c3b94e6503f90831fdb809f32a6fcaedf82c3cd1fe941bda",
        "signature": {
          "alg": "ed25519",
          "sig": "bffbaa761b772cd292e9705845b54e43e0c70810557fb2f6e7d3c4dea6ec1201621e2f75b0ba7918e24043cc3d151d819b0c15c7b4d97dc269ab30aeb453b502"
        }
      },
      "receipt_sha256": "d94d80147dc99008c3b94e6503f90831fdb809f32a6fcaedf82c3cd1fe941bda"
    },
    {
      "storm_id": "227075",
      "lat": 32.3618,
      "lon": -91.4536,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3102.0,
      "ebshear": 9.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9293
        },
        {
          "name": "alignment",
          "value": 1.6432
        },
        {
          "name": "tau",
          "value": 0.8127
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0499
      },
      "coherence_score": 0.8126790523529053,
      "coherence_diagnostics": {
        "tau": 0.8126790523529053,
        "grad_tau": 0.299200177192688,
        "torsion": 0.0,
        "alignment": 1.6432056427001953,
        "S_field": 0.06433891505002975,
        "Gamma_field": 0.343889981508255,
        "S_over_Gamma": 0.18709155917167664,
        "Da": 21.90931510925293,
        "E_coh": 0.279200941324234,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.5,
              32.39
            ],
            [
              -91.42,
              32.39
            ],
            [
              -91.41,
              32.38
            ],
            [
              -91.42,
              32.37
            ],
            [
              -91.42,
              32.34
            ],
            [
              -91.43,
              32.35
            ],
            [
              -91.45,
              32.34
            ],
            [
              -91.46,
              32.35
            ],
            [
              -91.48,
              32.35
            ],
            [
              -91.5,
              32.33
            ],
            [
              -91.5,
              32.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0499,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0499,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d94d80147dc99008c3b94e6503f90831fdb809f32a6fcaedf82c3cd1fe941bda",
        "signature": {
          "alg": "ed25519",
          "sig": "bffbaa761b772cd292e9705845b54e43e0c70810557fb2f6e7d3c4dea6ec1201621e2f75b0ba7918e24043cc3d151d819b0c15c7b4d97dc269ab30aeb453b502"
        }
      },
      "receipt_sha256": "d94d80147dc99008c3b94e6503f90831fdb809f32a6fcaedf82c3cd1fe941bda"
    },
    {
      "storm_id": "226897",
      "lat": 29.172,
      "lon": -86.588,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4047.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.5543
        },
        {
          "name": "alignment",
          "value": 2.1269
        },
        {
          "name": "tau",
          "value": 3.0753
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 3.075254201889038,
      "coherence_diagnostics": {
        "tau": 3.075254201889038,
        "grad_tau": 0.053960785269737244,
        "torsion": 0.0,
        "alignment": 2.1269376277923584,
        "S_field": 0.6710403561592102,
        "Gamma_field": 0.21055664122104645,
        "S_over_Gamma": 3.1869826316833496,
        "Da": 12.776148796081543,
        "E_coh": 0.915713369846344,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.6,
              29.21
            ],
            [
              -86.56,
              29.21
            ],
            [
              -86.54,
              29.2
            ],
            [
              -86.53,
              29.18
            ],
            [
              -86.56,
              29.12
            ],
            [
              -86.6,
              29.12
            ],
            [
              -86.62,
              29.14
            ],
            [
              -86.63,
              29.14
            ],
            [
              -86.64,
              29.19
            ],
            [
              -86.6,
              29.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0498,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11ad6a34e3e48381a558858965b9ea50257cad4edc200fd44c17f6ffbd879b6c",
        "signature": {
          "alg": "ed25519",
          "sig": "5c0f5532f376ed254483163c84fbae130430b995e835d2f238a11d8b67f109c44e9c8bb4611be8b575724aded91a06e34765750d7587141d87bacb1ebaf30f0c"
        }
      },
      "receipt_sha256": "11ad6a34e3e48381a558858965b9ea50257cad4edc200fd44c17f6ffbd879b6c"
    },
    {
      "storm_id": "226698",
      "lat": 33.0967,
      "lon": -89.0825,
      "motion_east": 4.9,
      "motion_south": 1.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3470.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9293
        },
        {
          "name": "alignment",
          "value": 3.4154
        },
        {
          "name": "tau",
          "value": 2.3464
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 2.3463516235351562,
      "coherence_diagnostics": {
        "tau": 2.3463516235351562,
        "grad_tau": 0.6073276400566101,
        "torsion": 0.0,
        "alignment": 3.4154043197631836,
        "S_field": 0.8789870142936707,
        "Gamma_field": 0.28722330927848816,
        "S_over_Gamma": 3.060291290283203,
        "Da": 19.061323165893555,
        "E_coh": 0.9953277707099915,
        "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": [
          [
            [
              -89.09,
              33.13
            ],
            [
              -89.06,
              33.13
            ],
            [
              -89.04,
              33.11
            ],
            [
              -89.06,
              33.08
            ],
            [
              -89.05,
              33.07
            ],
            [
              -89.06,
              33.06
            ],
            [
              -89.11,
              33.06
            ],
            [
              -89.11,
              33.08
            ],
            [
              -89.1,
              33.09
            ],
            [
              -89.11,
              33.1
            ],
            [
              -89.11,
              33.12
            ],
            [
              -89.09,
              33.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0497,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "caa36b4d4bcf7378ee321dde0afcee40b0011b1de6358beae1fef2450cdce058",
        "signature": {
          "alg": "ed25519",
          "sig": "4250ecb26ce7547484b0667915425d6d9fcb5be763e0860632fae82619a6eb3c379d5f9f658984ce05020000e208037e259dfd118ccc019218337f8df5b2250a"
        }
      },
      "receipt_sha256": "caa36b4d4bcf7378ee321dde0afcee40b0011b1de6358beae1fef2450cdce058"
    },
    {
      "storm_id": "227056",
      "lat": 50.5527,
      "lon": -78.8473,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2039.0,
      "ebshear": 12.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3043
        },
        {
          "name": "alignment",
          "value": -1.0162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3248872458934784,
        "torsion": 0.0,
        "alignment": -1.0161590576171875,
        "S_field": 0.32288026809692383,
        "Gamma_field": 0.5772233009338379,
        "S_over_Gamma": 0.5593680143356323,
        "Da": 38.7567024230957,
        "E_coh": 0.7698698043823242,
        "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": [
          [
            [
              -78.86,
              50.59
            ],
            [
              -78.82,
              50.59
            ],
            [
              -78.81,
              50.58
            ],
            [
              -78.81,
              50.56
            ],
            [
              -78.78,
              50.53
            ],
            [
              -78.81,
              50.5
            ],
            [
              -78.89,
              50.5
            ],
            [
              -78.91,
              50.52
            ],
            [
              -78.89,
              50.54
            ],
            [
              -78.88,
              50.58
            ],
            [
              -78.86,
              50.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0496,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e4ff9473f658b5c919f98558af52d7bcd48a3fc53c6e9741ade0850fdf2cdb9",
        "signature": {
          "alg": "ed25519",
          "sig": "176a3608abd83daf06a7daa4063e80839ffa5529e9472ae5fba973f3202582b6092b706bb2624c47bfd567a29331907a69147c8e51a7f99d900bb6fce45c280d"
        }
      },
      "receipt_sha256": "8e4ff9473f658b5c919f98558af52d7bcd48a3fc53c6e9741ade0850fdf2cdb9"
    },
    {
      "storm_id": "227066",
      "lat": 42.84,
      "lon": -81.9638,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 403.0,
      "ebshear": 7.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.49,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9293
        },
        {
          "name": "alignment",
          "value": 0.2093
        },
        {
          "name": "tau",
          "value": 0.4238
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.4238446354866028,
      "coherence_diagnostics": {
        "tau": 0.4238446354866028,
        "grad_tau": 0.0632341131567955,
        "torsion": 0.0,
        "alignment": 0.20925259590148926,
        "S_field": 0.02654358185827732,
        "Gamma_field": 0.3163900077342987,
        "S_over_Gamma": 0.08389513194561005,
        "Da": 20.81486701965332,
        "E_coh": 0.19894887506961823,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.0,
              42.89
            ],
            [
              -81.99,
              42.88
            ],
            [
              -81.93,
              42.88
            ],
            [
              -81.91,
              42.87
            ],
            [
              -81.9,
              42.85
            ],
            [
              -81.9,
              42.8
            ],
            [
              -81.91,
              42.79
            ],
            [
              -81.96,
              42.79
            ],
            [
              -81.98,
              42.78
            ],
            [
              -82.01,
              42.81
            ],
            [
              -82.02,
              42.81
            ],
            [
              -82.02,
              42.88
            ],
            [
              -82.0,
              42.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0496,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e4ff9473f658b5c919f98558af52d7bcd48a3fc53c6e9741ade0850fdf2cdb9",
        "signature": {
          "alg": "ed25519",
          "sig": "176a3608abd83daf06a7daa4063e80839ffa5529e9472ae5fba973f3202582b6092b706bb2624c47bfd567a29331907a69147c8e51a7f99d900bb6fce45c280d"
        }
      },
      "receipt_sha256": "8e4ff9473f658b5c919f98558af52d7bcd48a3fc53c6e9741ade0850fdf2cdb9"
    },
    {
      "storm_id": "226386",
      "lat": 32.7927,
      "lon": -89.926,
      "motion_east": 5.3,
      "motion_south": 2.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3591.0,
      "ebshear": 12.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 1.9494
        },
        {
          "name": "tau",
          "value": 1.5641
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 1.5640569925308228,
      "coherence_diagnostics": {
        "tau": 1.5640569925308228,
        "grad_tau": 0.5548231601715088,
        "torsion": 0.0,
        "alignment": 1.9493721723556519,
        "S_field": 0.305935800075531,
        "Gamma_field": 0.3930566608905792,
        "S_over_Gamma": 0.7783503532409668,
        "Da": 25.55035972595215,
        "E_coh": 0.9459625482559204,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.92,
              32.86
            ],
            [
              -89.91,
              32.85
            ],
            [
              -89.87,
              32.85
            ],
            [
              -89.86,
              32.84
            ],
            [
              -89.88,
              32.82
            ],
            [
              -89.88,
              32.78
            ],
            [
              -89.92,
              32.75
            ],
            [
              -89.92,
              32.73
            ],
            [
              -89.94,
              32.71
            ],
            [
              -89.98,
              32.7
            ],
            [
              -90.01,
              32.73
            ],
            [
              -90.01,
              32.74
            ],
            [
              -89.93,
              32.82
            ],
            [
              -89.94,
              32.85
            ],
            [
              -89.92,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0492,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8dcdc11e81e0f9eb973557431a0af43d80b593dd8135501ed9cccaafa4d5741",
        "signature": {
          "alg": "ed25519",
          "sig": "eee913cb9d491e86efe12640d7a11d9250920f6a510d5fa1ccaf7eaa57666430cdaf0e6ff65a82594e7278bef2d2f7674f39c242b1b2a6f850b6797cbaa9720c"
        }
      },
      "receipt_sha256": "b8dcdc11e81e0f9eb973557431a0af43d80b593dd8135501ed9cccaafa4d5741"
    },
    {
      "storm_id": "226975",
      "lat": 30.27,
      "lon": -83.1636,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3228.0,
      "ebshear": 16.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.5543
        },
        {
          "name": "alignment",
          "value": -1.9132
        },
        {
          "name": "tau",
          "value": 3.807
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 3.807007312774658,
      "coherence_diagnostics": {
        "tau": 3.807007312774658,
        "grad_tau": 0.28867805004119873,
        "torsion": 0.0,
        "alignment": -1.913191556930542,
        "S_field": 1.436367154121399,
        "Gamma_field": 0.17638997733592987,
        "S_over_Gamma": 8.143133163452148,
        "Da": 11.47037410736084,
        "E_coh": 0.9630757570266724,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.19,
              30.31
            ],
            [
              -83.15,
              30.3
            ],
            [
              -83.12,
              30.28
            ],
            [
              -83.13,
              30.27
            ],
            [
              -83.13,
              30.24
            ],
            [
              -83.14,
              30.23
            ],
            [
              -83.16,
              30.24
            ],
            [
              -83.19,
              30.24
            ],
            [
              -83.2,
              30.25
            ],
            [
              -83.2,
              30.3
            ],
            [
              -83.19,
              30.31
            ]
          ]
        ]
      },
      "raw_probability": 0.049,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.049,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88efff7c38ef674a2a9d428c17772c2998234f81e405ce2ad21d8252e680fbf9",
        "signature": {
          "alg": "ed25519",
          "sig": "a371a544176f322ebd512f569d8a93b13edec79e50f9f2ddc15c165b39bfd0e6bd6c1337e902599ce1cd1ce8765d73961741b4cce009ef33b819d8292787f805"
        }
      },
      "receipt_sha256": "88efff7c38ef674a2a9d428c17772c2998234f81e405ce2ad21d8252e680fbf9"
    },
    {
      "storm_id": "227036",
      "lat": 30.0433,
      "lon": -81.38,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4321.0,
      "ebshear": 17.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.6793
        },
        {
          "name": "alignment",
          "value": -1.5859
        },
        {
          "name": "tau",
          "value": 3.3162
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 3.3161826133728027,
      "coherence_diagnostics": {
        "tau": 3.3161826133728027,
        "grad_tau": 0.20563152432441711,
        "torsion": 0.0,
        "alignment": -1.5859168767929077,
        "S_field": 1.0916706323623657,
        "Gamma_field": 0.2680566608905792,
        "S_over_Gamma": 4.072536945343018,
        "Da": 17.981210708618164,
        "E_coh": 0.9333624243736267,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.36,
              30.08
            ],
            [
              -81.33,
              30.02
            ],
            [
              -81.35,
              30.0
            ],
            [
              -81.41,
              30.01
            ],
            [
              -81.41,
              30.03
            ],
            [
              -81.42,
              30.04
            ],
            [
              -81.41,
              30.06
            ],
            [
              -81.37,
              30.07
            ],
            [
              -81.36,
              30.08
            ]
          ]
        ]
      },
      "raw_probability": 0.049,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.049,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88efff7c38ef674a2a9d428c17772c2998234f81e405ce2ad21d8252e680fbf9",
        "signature": {
          "alg": "ed25519",
          "sig": "a371a544176f322ebd512f569d8a93b13edec79e50f9f2ddc15c165b39bfd0e6bd6c1337e902599ce1cd1ce8765d73961741b4cce009ef33b819d8292787f805"
        }
      },
      "receipt_sha256": "88efff7c38ef674a2a9d428c17772c2998234f81e405ce2ad21d8252e680fbf9"
    },
    {
      "storm_id": "227072",
      "lat": 32.5478,
      "lon": -90.8511,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3518.0,
      "ebshear": 5.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9293
        },
        {
          "name": "alignment",
          "value": 2.8245
        },
        {
          "name": "tau",
          "value": 1.1298
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 1.1298489570617676,
      "coherence_diagnostics": {
        "tau": 1.1298489570617676,
        "grad_tau": 0.4003005623817444,
        "torsion": 0.0,
        "alignment": 2.8245368003845215,
        "S_field": 0.05089382827281952,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 0.1792730689048767,
        "Da": 18.212125778198242,
        "E_coh": 0.2588115930557251,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.86,
              32.58
            ],
            [
              -90.82,
              32.58
            ],
            [
              -90.81,
              32.57
            ],
            [
              -90.81,
              32.54
            ],
            [
              -90.84,
              32.51
            ],
            [
              -90.88,
              32.5
            ],
            [
              -90.89,
              32.51
            ],
            [
              -90.89,
              32.56
            ],
            [
              -90.86,
              32.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0489,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d00048f037f5921094b94298b4dd5fe1bc474ca8c10718c26a6ed767b56c2220",
        "signature": {
          "alg": "ed25519",
          "sig": "9496a6cacf486c0860fa56183bcbeba7c6cbae22afe6473f95a1afec3d54a12f4835f79d98dea53dfe7225c7234b5496db785bff74c66097712719e9e7f4150c"
        }
      },
      "receipt_sha256": "d00048f037f5921094b94298b4dd5fe1bc474ca8c10718c26a6ed767b56c2220"
    },
    {
      "storm_id": "227073",
      "lat": 32.4475,
      "lon": -91.01,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3687.0,
      "ebshear": 6.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9293
        },
        {
          "name": "alignment",
          "value": 2.8245
        },
        {
          "name": "tau",
          "value": 1.1298
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 1.1298489570617676,
      "coherence_diagnostics": {
        "tau": 1.1298489570617676,
        "grad_tau": 0.4003005623817444,
        "torsion": 0.0,
        "alignment": 2.8245368003845215,
        "S_field": 0.05089382827281952,
        "Gamma_field": 0.2838899791240692,
        "S_over_Gamma": 0.1792730689048767,
        "Da": 18.212125778198242,
        "E_coh": 0.2588115930557251,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.02,
              32.49
            ],
            [
              -90.96,
              32.49
            ],
            [
              -90.95,
              32.47
            ],
            [
              -90.96,
              32.46
            ],
            [
              -90.96,
              32.42
            ],
            [
              -90.99,
              32.4
            ],
            [
              -91.04,
              32.4
            ],
            [
              -91.06,
              32.41
            ],
            [
              -91.05,
              32.43
            ],
            [
              -91.05,
              32.45
            ],
            [
              -91.06,
              32.46
            ],
            [
              -91.02,
              32.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0489,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d00048f037f5921094b94298b4dd5fe1bc474ca8c10718c26a6ed767b56c2220",
        "signature": {
          "alg": "ed25519",
          "sig": "9496a6cacf486c0860fa56183bcbeba7c6cbae22afe6473f95a1afec3d54a12f4835f79d98dea53dfe7225c7234b5496db785bff74c66097712719e9e7f4150c"
        }
      },
      "receipt_sha256": "d00048f037f5921094b94298b4dd5fe1bc474ca8c10718c26a6ed767b56c2220"
    },
    {
      "storm_id": "227027",
      "lat": 32.9279,
      "lon": -89.0617,
      "motion_east": 5.0,
      "motion_south": 1.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3700.0,
      "ebshear": 16.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9293
        },
        {
          "name": "alignment",
          "value": 3.4154
        },
        {
          "name": "tau",
          "value": 2.3464
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 2.3463516235351562,
      "coherence_diagnostics": {
        "tau": 2.3463516235351562,
        "grad_tau": 0.6073276400566101,
        "torsion": 0.0,
        "alignment": 3.4154043197631836,
        "S_field": 0.8789870142936707,
        "Gamma_field": 0.28722330927848816,
        "S_over_Gamma": 3.060291290283203,
        "Da": 19.061323165893555,
        "E_coh": 0.9953277707099915,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.02,
              33.02
            ],
            [
              -89.0,
              33.01
            ],
            [
              -89.0,
              32.96
            ],
            [
              -89.03,
              32.94
            ],
            [
              -89.07,
              32.94
            ],
            [
              -89.09,
              32.91
            ],
            [
              -89.08,
              32.9
            ],
            [
              -89.04,
              32.9
            ],
            [
              -89.03,
              32.89
            ],
            [
              -89.04,
              32.85
            ],
            [
              -89.06,
              32.84
            ],
            [
              -89.07,
              32.85
            ],
            [
              -89.09,
              32.85
            ],
            [
              -89.09,
              32.87
            ],
            [
              -89.1,
              32.88
            ],
            [
              -89.09,
              32.9
            ],
            [
              -89.11,
              32.92
            ],
            [
              -89.1,
              32.92
            ],
            [
              -89.08,
              32.94
            ],
            [
              -89.09,
              32.95
            ],
            [
              -89.09,
              32.99
            ],
            [
              -89.06,
              33.01
            ],
            [
              -89.03,
              33.01
            ],
            [
              -89.02,
              33.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0484,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "146ba5f9894670a22dd931095a6131fbb6476c47a2a53688602283d64be37045",
        "signature": {
          "alg": "ed25519",
          "sig": "7e421be302ebe259927672470658a22db01c7630b8aeab2ea658025359f01eae014ffd25da7def84602055c1f27caf258388f923631a3af22447922b89311f0d"
        }
      },
      "receipt_sha256": "146ba5f9894670a22dd931095a6131fbb6476c47a2a53688602283d64be37045"
    },
    {
      "storm_id": "226349",
      "lat": 32.9718,
      "lon": -89.3088,
      "motion_east": 5.1,
      "motion_south": 1.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3713.0,
      "ebshear": 16.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 3.4147
        },
        {
          "name": "tau",
          "value": 1.6739
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 1.6739270687103271,
      "coherence_diagnostics": {
        "tau": 1.6739270687103271,
        "grad_tau": 0.561737596988678,
        "torsion": 0.0,
        "alignment": 3.4147353172302246,
        "S_field": 0.1373155266046524,
        "Gamma_field": 0.4638899862766266,
        "S_over_Gamma": 0.296008825302124,
        "Da": 30.32707977294922,
        "E_coh": 0.7906405925750732,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.36,
              33.08
            ],
            [
              -89.33,
              33.08
            ],
            [
              -89.31,
              33.07
            ],
            [
              -89.25,
              33.01
            ],
            [
              -89.24,
              32.99
            ],
            [
              -89.25,
              32.93
            ],
            [
              -89.23,
              32.91
            ],
            [
              -89.25,
              32.88
            ],
            [
              -89.25,
              32.85
            ],
            [
              -89.3,
              32.85
            ],
            [
              -89.33,
              32.89
            ],
            [
              -89.33,
              32.91
            ],
            [
              -89.35,
              32.94
            ],
            [
              -89.35,
              32.97
            ],
            [
              -89.38,
              33.01
            ],
            [
              -89.38,
              33.07
            ],
            [
              -89.36,
              33.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0483,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c2609b486bbdd7da1ca8b565ad2df0754946268b089eb661fa9c1f6e9c0fe3f",
        "signature": {
          "alg": "ed25519",
          "sig": "5e90a14c3ee63930321766b7789069b108317c6328ffc21a9f7f48f712832dfabdad33efa11f4cc09c01aef29aa91a380ed176dba746dcb9b801aa8e44dab902"
        }
      },
      "receipt_sha256": "5c2609b486bbdd7da1ca8b565ad2df0754946268b089eb661fa9c1f6e9c0fe3f"
    },
    {
      "storm_id": "227028",
      "lat": 32.7145,
      "lon": -89.8091,
      "motion_east": 5.3,
      "motion_south": 2.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3527.0,
      "ebshear": 13.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.9293
        },
        {
          "name": "alignment",
          "value": 1.9494
        },
        {
          "name": "tau",
          "value": 1.5641
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0482
      },
      "coherence_score": 1.5640569925308228,
      "coherence_diagnostics": {
        "tau": 1.5640569925308228,
        "grad_tau": 0.5548231601715088,
        "torsion": 0.0,
        "alignment": 1.9493721723556519,
        "S_field": 0.305935800075531,
        "Gamma_field": 0.3930566608905792,
        "S_over_Gamma": 0.7783503532409668,
        "Da": 25.55035972595215,
        "E_coh": 0.9459625482559204,
        "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": [
          [
            [
              -89.84,
              32.76
            ],
            [
              -89.8,
              32.76
            ],
            [
              -89.79,
              32.75
            ],
            [
              -89.79,
              32.72
            ],
            [
              -89.76,
              32.68
            ],
            [
              -89.78,
              32.66
            ],
            [
              -89.79,
              32.67
            ],
            [
              -89.81,
              32.66
            ],
            [
              -89.85,
              32.69
            ],
            [
              -89.85,
              32.75
            ],
            [
              -89.84,
              32.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0482,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "57fc206baa23ef35103187de241e8ed3ae606ee5d1fb9b738a70cccbe9289a6d",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0482,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ca5e25dfe8d6f5cbe22543979e6e1a4624954c6f09cddf6d1fc07aec276e5587",
        "signature": {
          "alg": "ed25519",
          "sig": "9debc55d0a3a8e8b59630e788fc86171adf085bbf829c087ebfc5b6af82165c872b5956d9915219197712c967463cea8228849ed8456902fe5d9962a7ab43e0f"
        }
      },
      "receipt_sha256": "ca5e25dfe8d6f5cbe22543979e6e1a4624954c6f09cddf6d1fc07aec276e5587"
    },
    {
      "storm_id": "226845",
      "lat": 31.4267,
      "lon": -88.985,
      "motion_east": 3.5,
      "motion_south": 0.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3615.0,
      "ebshear": 18.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4293
        },
        {
          "name": "alignment",
          "value": 1.8187
        },
        {
          "name": "tau",
          "value": 2.0014
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 2.0013985633850098,
      "coherence_diagnostics": {
        "tau": 2.0013985633850098,
        "grad_tau": 0.5350037813186646,
        "torsion": 0.0,
        "alignment": 1.8186770677566528,
        "S_field": 0.3082168996334076,
        "Gamma_field": 0.3738899827003479,
        "S_over_Gamma": 0.8243518471717834,
        "Da": 23.97466468811035,
        "E_coh": 0.9192245602607727,
        "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": [
          [
            [
              -88.95,
              31.47
            ],
            [
              -88.95,
              31.42
            ],
            [
              -88.97,
              31.4
            ],
            [
              -88.97,
              31.38
            ],
            [
              -88.99,
              31.37
            ],
            [
              -89.03,
              31.38
            ],
            [
              -89.05,
              31.42
            ],
            [
              -89.03,
              31.44
            ],
            [
              -88.99,
              31.45
            ],
            [
              -88.98,
              31.46
            ],
            [
              -88.96,
              31.46
            ],
            [
              -88.95,
              31.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0476,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34190bebe4fbeaa47c43f1f97a84f53a91bdd6139e17dbe8720a87d7f7260d02",
        "signature": {
          "alg": "ed25519",
          "sig": "1a237ff7cacc623ac67cad170014c49d458e0625e8368b920a900b5afb6076adf83e4218ae5d16a5c34b25a5e6a4f97a19efd21830ad48ad5e5f4a94dce03800"
        }
      },
      "receipt_sha256": "34190bebe4fbeaa47c43f1f97a84f53a91bdd6139e17dbe8720a87d7f7260d02"
    },
    {
      "storm_id": "227026",
      "lat": 33.0968,
      "lon": -88.651,
      "motion_east": 4.4,
      "motion_south": 1.5,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3594.0,
      "ebshear": 19.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9293
        },
        {
          "name": "alignment",
          "value": 3.4154
        },
        {
          "name": "tau",
          "value": 2.3464
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0476
      },
      "coherence_score": 2.3463516235351562,
      "coherence_diagnostics": {
        "tau": 2.3463516235351562,
        "grad_tau": 0.6073276400566101,
        "torsion": 0.0,
        "alignment": 3.4154043197631836,
        "S_field": 0.8789870142936707,
        "Gamma_field": 0.28722330927848816,
        "S_over_Gamma": 3.060291290283203,
        "Da": 19.061323165893555,
        "E_coh": 0.9953277707099915,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.63,
              33.16
            ],
            [
              -88.62,
              33.16
            ],
            [
              -88.63,
              33.15
            ],
            [
              -88.62,
              33.14
            ],
            [
              -88.61,
              33.14
            ],
            [
              -88.6,
              33.14
            ],
            [
              -88.6,
              33.13
            ],
            [
              -88.6,
              33.12
            ],
            [
              -88.6,
              33.11
            ],
            [
              -88.6,
              33.1
            ],
            [
              -88.6,
              33.09
            ],
            [
              -88.6,
              33.08
            ],
            [
              -88.61,
              33.07
            ],
            [
              -88.61,
              33.06
            ],
            [
              -88.62,
              33.06
            ],
            [
              -88.63,
              33.06
            ],
            [
              -88.64,
              33.05
            ],
            [
              -88.65,
              33.05
            ],
            [
              -88.66,
              33.04
            ],
            [
              -88.67,
              33.04
            ],
            [
              -88.68,
              33.04
            ],
            [
              -88.69,
              33.04
            ],
            [
              -88.7,
              33.04
            ],
            [
              -88.71,
              33.04
            ],
            [
              -88.71,
              33.05
            ],
            [
              -88.7,
              33.06
            ],
            [
              -88.7,
              33.07
            ],
            [
              -88.7,
              33.08
            ],
            [
              -88.7,
              33.09
            ],
            [
              -88.7,
              33.1
            ],
            [
              -88.7,
              33.11
            ],
            [
              -88.7,
              33.12
            ],
            [
              -88.69,
              33.12
            ],
            [
              -88.68,
              33.12
            ],
            [
              -88.67,
              33.13
            ],
            [
              -88.66,
              33.13
            ],
            [
              -88.65,
              33.13
            ],
            [
              -88.64,
              33.14
            ],
            [
              -88.63,
              33.15
            ],
            [
              -88.63,
              33.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0476,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9405707fad02b3a7fef9b7f9758088b341b22414ec7156eddff6742bb96f60db",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0476,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34190bebe4fbeaa47c43f1f97a84f53a91bdd6139e17dbe8720a87d7f7260d02",
        "signature": {
          "alg": "ed25519",
          "sig": "1a237ff7cacc623ac67cad170014c49d458e0625e8368b920a900b5afb6076adf83e4218ae5d16a5c34b25a5e6a4f97a19efd21830ad48ad5e5f4a94dce03800"
        }
      },
      "receipt_sha256": "34190bebe4fbeaa47c43f1f97a84f53a91bdd6139e17dbe8720a87d7f7260d02"
    },
    {
      "storm_id": "226499",
      "lat": 32.6936,
      "lon": -105.7636,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 284.0,
      "ebshear": 15.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4293
        },
        {
          "name": "alignment",
          "value": 2.6694
        },
        {
          "name": "tau",
          "value": 0.2832
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 0.2832031846046448,
      "coherence_diagnostics": {
        "tau": 0.2832031846046448,
        "grad_tau": 0.04611554369330406,
        "torsion": 0.0,
        "alignment": 2.6694257259368896,
        "S_field": 0.38252773880958557,
        "Gamma_field": 1.1738899946212769,
        "S_over_Gamma": 0.3258633613586426,
        "Da": 73.63642883300781,
        "E_coh": 0.6572602391242981,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.78,
              32.74
            ],
            [
              -105.74,
              32.74
            ],
            [
              -105.72,
              32.72
            ],
            [
              -105.72,
              32.67
            ],
            [
              -105.73,
              32.65
            ],
            [
              -105.76,
              32.65
            ],
            [
              -105.78,
              32.64
            ],
            [
              -105.79,
              32.68
            ],
            [
              -105.8,
              32.69
            ],
            [
              -105.8,
              32.71
            ],
            [
              -105.78,
              32.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0475,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7273d88477bc7a1ee0f14fee424cc947eabd60ffc574d564ce6e09490e6fc7b7",
        "signature": {
          "alg": "ed25519",
          "sig": "f6550daabf4729bae6cee4e22eb87b8873429b7ff1380193681a80f735fa5000109cda3bd2062cdd87a1354cc74fcc6768318e58dfbb9611be5941e0047f0508"
        }
      },
      "receipt_sha256": "7273d88477bc7a1ee0f14fee424cc947eabd60ffc574d564ce6e09490e6fc7b7"
    },
    {
      "storm_id": "227078",
      "lat": 30.8017,
      "lon": -87.9142,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4637.0,
      "ebshear": 17.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6793
        },
        {
          "name": "alignment",
          "value": 1.9088
        },
        {
          "name": "tau",
          "value": 2.6085
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 2.6085212230682373,
      "coherence_diagnostics": {
        "tau": 2.6085212230682373,
        "grad_tau": 0.5812240242958069,
        "torsion": 0.0,
        "alignment": 1.9088329076766968,
        "S_field": 0.6457459926605225,
        "Gamma_field": 0.33138999342918396,
        "S_over_Gamma": 1.9485983848571777,
        "Da": 21.60235023498535,
        "E_coh": 0.973422646522522,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.89,
              30.85
            ],
            [
              -87.88,
              30.84
            ],
            [
              -87.88,
              30.82
            ],
            [
              -87.9,
              30.79
            ],
            [
              -87.91,
              30.74
            ],
            [
              -87.93,
              30.76
            ],
            [
              -87.93,
              30.77
            ],
            [
              -87.95,
              30.78
            ],
            [
              -87.94,
              30.79
            ],
            [
              -87.95,
              30.81
            ],
            [
              -87.92,
              30.82
            ],
            [
              -87.89,
              30.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0467,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0467,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d922e0e72ca04564cb1823caa5b0e5894d98e351a81160c6f3717b1398a4e740",
        "signature": {
          "alg": "ed25519",
          "sig": "1c91cd544ffbf26656ada1374241134b415f3de0ce27d6184c3a5107860df25502fffca13578c44195fd801bdbff59dc52a5c19072f00c985ac41b8bb7a32b08"
        }
      },
      "receipt_sha256": "d922e0e72ca04564cb1823caa5b0e5894d98e351a81160c6f3717b1398a4e740"
    },
    {
      "storm_id": "226762",
      "lat": 27.0009,
      "lon": -81.2627,
      "motion_east": 5.4,
      "motion_south": 0.8,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3873.0,
      "ebshear": 12.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3043
        },
        {
          "name": "alignment",
          "value": -0.386
        },
        {
          "name": "tau",
          "value": 1.7858
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0466
      },
      "coherence_score": 1.7858009338378906,
      "coherence_diagnostics": {
        "tau": 1.7858009338378906,
        "grad_tau": 0.6287681460380554,
        "torsion": 0.0,
        "alignment": -0.3859739303588867,
        "S_field": 0.5634850263595581,
        "Gamma_field": 0.30305665731430054,
        "S_over_Gamma": 1.8593388795852661,
        "Da": 19.526708602905273,
        "E_coh": 0.9699050784111023,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.28,
              27.04
            ],
            [
              -81.25,
              27.04
            ],
            [
              -81.24,
              27.02
            ],
            [
              -81.22,
              27.02
            ],
            [
              -81.23,
              27.0
            ],
            [
              -81.22,
              26.98
            ],
            [
              -81.25,
              26.95
            ],
            [
              -81.3,
              26.95
            ],
            [
              -81.31,
              26.96
            ],
            [
              -81.31,
              27.01
            ],
            [
              -81.28,
              27.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0466,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1b9e55e8f78961179239230f946bc4a899a76861a3cc021b640f7352a71d6ad2",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0466,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d82351f078582c6ebbaa62eb1526d06e9ef450f7ee927a9754e1860677c4005",
        "signature": {
          "alg": "ed25519",
          "sig": "c70165a450e1d66a70cb193bacdea9a6526f1fb407ed54e5a8f675ea52099aa0271e2a6fc6b66d1c6665fdd28c85545e61d71857b143768566a7233013d39a0c"
        }
      },
      "receipt_sha256": "9d82351f078582c6ebbaa62eb1526d06e9ef450f7ee927a9754e1860677c4005"
    },
    {
      "storm_id": "227091",
      "lat": 34.689,
      "lon": -89.99,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3104.0,
      "ebshear": 14.0,
      "srh01": 21.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0543
        },
        {
          "name": "alignment",
          "value": 6.3078
        },
        {
          "name": "tau",
          "value": 2.247
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 2.246980667114258,
      "coherence_diagnostics": {
        "tau": 2.246980667114258,
        "grad_tau": 0.3269752264022827,
        "torsion": 0.0,
        "alignment": 6.307790756225586,
        "S_field": 1.1871641874313354,
        "Gamma_field": 0.3188900053501129,
        "S_over_Gamma": 3.722801446914673,
        "Da": 20.04561424255371,
        "E_coh": 0.9147327542304993,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.03,
              34.74
            ],
            [
              -89.95,
              34.74
            ],
            [
              -89.95,
              34.65
            ],
            [
              -89.96,
              34.63
            ],
            [
              -89.97,
              34.63
            ],
            [
              -89.97,
              34.68
            ],
            [
              -89.99,
              34.7
            ],
            [
              -90.02,
              34.7
            ],
            [
              -90.03,
              34.68
            ],
            [
              -90.03,
              34.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0463,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "753a7d853500bd7a4695c255cd638261220f9c740a22e2bbdc8330bd917053b7",
        "signature": {
          "alg": "ed25519",
          "sig": "12f4bf21fe7d2ea29ff8314801ebd2b4f654f39504002814b9ea1af13957b63e0cf6379ac1c5522a99fd214dd46585c0f415f93581b4267cd6735bb2ab585a0c"
        }
      },
      "receipt_sha256": "753a7d853500bd7a4695c255cd638261220f9c740a22e2bbdc8330bd917053b7"
    },
    {
      "storm_id": "226962",
      "lat": 44.7833,
      "lon": -84.3644,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 265.0,
      "ebshear": 3.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8043
        },
        {
          "name": "alignment",
          "value": 0.3147
        },
        {
          "name": "tau",
          "value": 0.7792
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0458
      },
      "coherence_score": 0.779212474822998,
      "coherence_diagnostics": {
        "tau": 0.779212474822998,
        "grad_tau": 0.07282127439975739,
        "torsion": 0.0,
        "alignment": 0.31469038128852844,
        "S_field": 0.7930256724357605,
        "Gamma_field": 0.23805664479732513,
        "S_over_Gamma": 3.3312478065490723,
        "Da": 14.183606147766113,
        "E_coh": 0.9504932761192322,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.36,
              44.82
            ],
            [
              -84.35,
              44.81
            ],
            [
              -84.35,
              44.78
            ],
            [
              -84.33,
              44.74
            ],
            [
              -84.35,
              44.73
            ],
            [
              -84.41,
              44.73
            ],
            [
              -84.4,
              44.81
            ],
            [
              -84.37,
              44.81
            ],
            [
              -84.36,
              44.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0458,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8fa22fda17e54b5dca3f6619e2c25d35bac2f1adf3179501342b87b820fd858f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0458,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8164432545ecd34f370bfddbee0553a50f36ec9d3099e15326491bc1ad3782c1",
        "signature": {
          "alg": "ed25519",
          "sig": "4dda8d91da594c0c52ab0549ef06322d5d1e846beac7338575907603859030c5006946101c1c7c4ebe4a57fadf30c1084b2dd13df765819d322bd89eb79ed407"
        }
      },
      "receipt_sha256": "8164432545ecd34f370bfddbee0553a50f36ec9d3099e15326491bc1ad3782c1"
    },
    {
      "storm_id": "226756",
      "lat": 33.1435,
      "lon": -88.84,
      "motion_east": 4.5,
      "motion_south": 1.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3644.0,
      "ebshear": 17.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9293
        },
        {
          "name": "alignment",
          "value": 3.4154
        },
        {
          "name": "tau",
          "value": 2.3464
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 2.3463516235351562,
      "coherence_diagnostics": {
        "tau": 2.3463516235351562,
        "grad_tau": 0.6073276400566101,
        "torsion": 0.0,
        "alignment": 3.4154043197631836,
        "S_field": 0.8789870142936707,
        "Gamma_field": 0.28722330927848816,
        "S_over_Gamma": 3.060291290283203,
        "Da": 19.061323165893555,
        "E_coh": 0.9953277707099915,
        "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": [
          [
            [
              -88.8,
              33.24
            ],
            [
              -88.79,
              33.23
            ],
            [
              -88.75,
              33.23
            ],
            [
              -88.75,
              33.21
            ],
            [
              -88.76,
              33.2
            ],
            [
              -88.76,
              33.17
            ],
            [
              -88.78,
              33.17
            ],
            [
              -88.81,
              33.14
            ],
            [
              -88.81,
              33.12
            ],
            [
              -88.8,
              33.11
            ],
            [
              -88.8,
              33.08
            ],
            [
              -88.81,
              33.06
            ],
            [
              -88.82,
              33.05
            ],
            [
              -88.89,
              33.05
            ],
            [
              -88.9,
              33.06
            ],
            [
              -88.95,
              33.06
            ],
            [
              -88.96,
              33.08
            ],
            [
              -88.95,
              33.1
            ],
            [
              -88.95,
              33.13
            ],
            [
              -88.94,
              33.14
            ],
            [
              -88.9,
              33.14
            ],
            [
              -88.89,
              33.15
            ],
            [
              -88.84,
              33.15
            ],
            [
              -88.81,
              33.19
            ],
            [
              -88.82,
              33.23
            ],
            [
              -88.8,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0456,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54b1d5801508291e050ad2a6724fcbec15aa7c96fb80efd1b829f4e85ed5f3c6",
        "signature": {
          "alg": "ed25519",
          "sig": "4f957648425007244a2f26436c965026206382c82dcfcf3a59f8488eb2fb8d28508c1bbcc4fab97a90a33c9ad561a2a8e261484004d7a0be2d135b383852e408"
        }
      },
      "receipt_sha256": "54b1d5801508291e050ad2a6724fcbec15aa7c96fb80efd1b829f4e85ed5f3c6"
    },
    {
      "storm_id": "226918",
      "lat": 50.842,
      "lon": -79.925,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1677.0,
      "ebshear": 18.0,
      "srh01": 40.0,
      "maxllaz": 0.0,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8043
        },
        {
          "name": "alignment",
          "value": -0.5162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0452
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4683614671230316,
        "torsion": 0.0,
        "alignment": -0.5161590576171875,
        "S_field": 0.5767553448677063,
        "Gamma_field": 0.3813899755477905,
        "S_over_Gamma": 1.5122456550598145,
        "Da": 22.803842544555664,
        "E_coh": 0.8898035883903503,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.94,
              50.89
            ],
            [
              -79.89,
              50.89
            ],
            [
              -79.86,
              50.86
            ],
            [
              -79.86,
              50.84
            ],
            [
              -79.9,
              50.8
            ],
            [
              -79.92,
              50.79
            ],
            [
              -79.96,
              50.79
            ],
            [
              -79.99,
              50.81
            ],
            [
              -79.99,
              50.86
            ],
            [
              -79.94,
              50.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0452,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7bb430b8414b97eebaa3a4d52da5fe93a6a5efe5097c27f7901c691c6abff615",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0452,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41205d9096257b9baf18a086732de3164b091f7aec6a6bf117f81121528746d3",
        "signature": {
          "alg": "ed25519",
          "sig": "f0612c54b6dbffaec0d0595f8eaa5da37a109308675a4c0db58181fe1872421ce64a203739215a5da3b5c404bf6f6175db6778ef05db7cda290c4725d1b5bf05"
        }
      },
      "receipt_sha256": "41205d9096257b9baf18a086732de3164b091f7aec6a6bf117f81121528746d3"
    },
    {
      "storm_id": "226848",
      "lat": 50.8441,
      "lon": -77.4771,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1304.0,
      "ebshear": 12.0,
      "srh01": 23.0,
      "maxllaz": 0.0,
      "mesh": 0.87,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9293
        },
        {
          "name": "alignment",
          "value": -0.5162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23003235459327698,
        "torsion": 0.0,
        "alignment": -0.5161590576171875,
        "S_field": 0.11625164747238159,
        "Gamma_field": 0.35472333431243896,
        "S_over_Gamma": 0.3277248442173004,
        "Da": 23.35038185119629,
        "E_coh": 0.5040462613105774,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.48,
              50.91
            ],
            [
              -77.42,
              50.91
            ],
            [
              -77.38,
              50.87
            ],
            [
              -77.38,
              50.84
            ],
            [
              -77.39,
              50.82
            ],
            [
              -77.4,
              50.81
            ],
            [
              -77.42,
              50.81
            ],
            [
              -77.44,
              50.79
            ],
            [
              -77.49,
              50.79
            ],
            [
              -77.5,
              50.8
            ],
            [
              -77.57,
              50.8
            ],
            [
              -77.57,
              50.82
            ],
            [
              -77.56,
              50.83
            ],
            [
              -77.57,
              50.87
            ],
            [
              -77.56,
              50.88
            ],
            [
              -77.5,
              50.89
            ],
            [
              -77.48,
              50.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0451,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0451,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4de6db638d75c526565bb23dcde2e8d74670d33f5b931be29b884e0b1d384452",
        "signature": {
          "alg": "ed25519",
          "sig": "6362fc8795c07e1531f21e5d57af0bc31d7381f1583c6d1fe9de9a0816cff420ebbe0b6c8d344a3e9a0ad058bbf9562c1d514cecee9a49927957600b673fab04"
        }
      },
      "receipt_sha256": "4de6db638d75c526565bb23dcde2e8d74670d33f5b931be29b884e0b1d384452"
    },
    {
      "storm_id": "227015",
      "lat": 29.2933,
      "lon": -86.3771,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3640.0,
      "ebshear": 16.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.4293
        },
        {
          "name": "alignment",
          "value": 1.3486
        },
        {
          "name": "tau",
          "value": 3.103
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0451
      },
      "coherence_score": 3.103034734725952,
      "coherence_diagnostics": {
        "tau": 3.103034734725952,
        "grad_tau": 0.06483913213014603,
        "torsion": 0.0,
        "alignment": 1.3485968112945557,
        "S_field": 0.5077839493751526,
        "Gamma_field": 0.2230566442012787,
        "S_over_Gamma": 2.276479721069336,
        "Da": 13.457240104675293,
        "E_coh": 0.9009813666343689,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.36,
              29.38
            ],
            [
              -86.33,
              29.36
            ],
            [
              -86.33,
              29.34
            ],
            [
              -86.34,
              29.33
            ],
            [
              -86.32,
              29.3
            ],
            [
              -86.33,
              29.29
            ],
            [
              -86.31,
              29.25
            ],
            [
              -86.31,
              29.22
            ],
            [
              -86.32,
              29.22
            ],
            [
              -86.36,
              29.19
            ],
            [
              -86.44,
              29.19
            ],
            [
              -86.47,
              29.22
            ],
            [
              -86.47,
              29.25
            ],
            [
              -86.48,
              29.27
            ],
            [
              -86.44,
              29.27
            ],
            [
              -86.42,
              29.28
            ],
            [
              -86.37,
              29.33
            ],
            [
              -86.4,
              29.35
            ],
            [
              -86.39,
              29.37
            ],
            [
              -86.37,
              29.37
            ],
            [
              -86.36,
              29.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0451,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f856fbeeca726b5d2057b5a9ccb1a789ded0403c4215833e01df893a3994feaa",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0451,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4de6db638d75c526565bb23dcde2e8d74670d33f5b931be29b884e0b1d384452",
        "signature": {
          "alg": "ed25519",
          "sig": "6362fc8795c07e1531f21e5d57af0bc31d7381f1583c6d1fe9de9a0816cff420ebbe0b6c8d344a3e9a0ad058bbf9562c1d514cecee9a49927957600b673fab04"
        }
      },
      "receipt_sha256": "4de6db638d75c526565bb23dcde2e8d74670d33f5b931be29b884e0b1d384452"
    },
    {
      "storm_id": "227098",
      "lat": 30.4039,
      "lon": -84.1239,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3804.0,
      "ebshear": 16.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.4293
        },
        {
          "name": "alignment",
          "value": 0.215
        },
        {
          "name": "tau",
          "value": 3.913
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.045
      },
      "coherence_score": 3.912968635559082,
      "coherence_diagnostics": {
        "tau": 3.912968635559082,
        "grad_tau": 0.028537267819046974,
        "torsion": 0.0,
        "alignment": 0.21503204107284546,
        "S_field": 1.5954867601394653,
        "Gamma_field": 0.16472330689430237,
        "S_over_Gamma": 9.685859680175781,
        "Da": 10.761263847351074,
        "E_coh": 0.9824742674827576,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.08,
              30.45
            ],
            [
              -84.07,
              30.45
            ],
            [
              -84.08,
              30.45
            ],
            [
              -84.09,
              30.44
            ],
            [
              -84.08,
              30.43
            ],
            [
              -84.09,
              30.42
            ],
            [
              -84.09,
              30.41
            ],
            [
              -84.1,
              30.4
            ],
            [
              -84.09,
              30.39
            ],
            [
              -84.09,
              30.38
            ],
            [
              -84.1,
              30.37
            ],
            [
              -84.11,
              30.36
            ],
            [
              -84.12,
              30.36
            ],
            [
              -84.13,
              30.36
            ],
            [
              -84.14,
              30.36
            ],
            [
              -84.15,
              30.36
            ],
            [
              -84.16,
              30.36
            ],
            [
              -84.17,
              30.36
            ],
            [
              -84.18,
              30.37
            ],
            [
              -84.18,
              30.38
            ],
            [
              -84.18,
              30.39
            ],
            [
              -84.18,
              30.4
            ],
            [
              -84.18,
              30.41
            ],
            [
              -84.17,
              30.41
            ],
            [
              -84.16,
              30.42
            ],
            [
              -84.15,
              30.42
            ],
            [
              -84.14,
              30.42
            ],
            [
              -84.13,
              30.42
            ],
            [
              -84.12,
              30.43
            ],
            [
              -84.11,
              30.43
            ],
            [
              -84.1,
              30.43
            ],
            [
              -84.09,
              30.44
            ],
            [
              -84.08,
              30.45
            ]
          ]
        ]
      },
      "raw_probability": 0.045,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.045,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "628632ce10f262cd99faf542a7cb2b8073e7237fec01b822c17d41615ccc01f3",
        "signature": {
          "alg": "ed25519",
          "sig": "a57eb503e52372e3a8ab783a3f6e9d69120fd5902b9dac7c7ea823c08303409fc03779c69930a1c4b295e950f87eef24c537472faf6dea55eb3272e3de81a50d"
        }
      },
      "receipt_sha256": "628632ce10f262cd99faf542a7cb2b8073e7237fec01b822c17d41615ccc01f3"
    },
    {
      "storm_id": "227029",
      "lat": 32.4548,
      "lon": -89.233,
      "motion_east": 4.5,
      "motion_south": 0.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3694.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0543
        },
        {
          "name": "alignment",
          "value": 1.9862
        },
        {
          "name": "tau",
          "value": 2.2243
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 2.2243423461914062,
      "coherence_diagnostics": {
        "tau": 2.2243423461914062,
        "grad_tau": 0.7114637494087219,
        "torsion": 0.0,
        "alignment": 1.986160159111023,
        "S_field": 0.7867584228515625,
        "Gamma_field": 0.2830566465854645,
        "S_over_Gamma": 2.7795088291168213,
        "Da": 18.5255126953125,
        "E_coh": 0.9797727465629578,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.22,
              32.56
            ],
            [
              -89.21,
              32.55
            ],
            [
              -89.15,
              32.55
            ],
            [
              -89.11,
              32.53
            ],
            [
              -89.11,
              32.5
            ],
            [
              -89.12,
              32.49
            ],
            [
              -89.09,
              32.45
            ],
            [
              -89.1,
              32.43
            ],
            [
              -89.08,
              32.39
            ],
            [
              -89.08,
              32.36
            ],
            [
              -89.1,
              32.35
            ],
            [
              -89.1,
              32.34
            ],
            [
              -89.11,
              32.35
            ],
            [
              -89.15,
              32.35
            ],
            [
              -89.18,
              32.38
            ],
            [
              -89.19,
              32.4
            ],
            [
              -89.19,
              32.44
            ],
            [
              -89.2,
              32.45
            ],
            [
              -89.22,
              32.45
            ],
            [
              -89.26,
              32.43
            ],
            [
              -89.31,
              32.43
            ],
            [
              -89.34,
              32.45
            ],
            [
              -89.36,
              32.45
            ],
            [
              -89.37,
              32.44
            ],
            [
              -89.4,
              32.44
            ],
            [
              -89.42,
              32.45
            ],
            [
              -89.42,
              32.47
            ],
            [
              -89.44,
              32.5
            ],
            [
              -89.43,
              32.52
            ],
            [
              -89.38,
              32.53
            ],
            [
              -89.35,
              32.51
            ],
            [
              -89.28,
              32.51
            ],
            [
              -89.22,
              32.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0447,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46be9c917cb64456c280ac03e50daec3b47007fe290ef443488c78973b1ef00a",
        "signature": {
          "alg": "ed25519",
          "sig": "854e7701196ea85c000b569b4fce90ec3766a3de268668bad26700a71f790299823575f99e63cf36a1a73fb8574c2b998744909d25a19a86da5e31b888e81e0a"
        }
      },
      "receipt_sha256": "46be9c917cb64456c280ac03e50daec3b47007fe290ef443488c78973b1ef00a"
    },
    {
      "storm_id": "226985",
      "lat": 48.1138,
      "lon": -85.28,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1117.0,
      "ebshear": 18.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4293
        },
        {
          "name": "alignment",
          "value": 0.6068
        },
        {
          "name": "tau",
          "value": 0.1803
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0446
      },
      "coherence_score": 0.1802615076303482,
      "coherence_diagnostics": {
        "tau": 0.1802615076303482,
        "grad_tau": 0.14481250941753387,
        "torsion": 0.0,
        "alignment": 0.6068246364593506,
        "S_field": 0.1031658723950386,
        "Gamma_field": 0.3255566656589508,
        "S_over_Gamma": 0.316890686750412,
        "Da": 19.101755142211914,
        "E_coh": 0.52976393699646,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.28,
              48.16
            ],
            [
              -85.26,
              48.16
            ],
            [
              -85.23,
              48.14
            ],
            [
              -85.24,
              48.12
            ],
            [
              -85.23,
              48.08
            ],
            [
              -85.27,
              48.06
            ],
            [
              -85.28,
              48.07
            ],
            [
              -85.3,
              48.07
            ],
            [
              -85.32,
              48.09
            ],
            [
              -85.32,
              48.11
            ],
            [
              -85.31,
              48.12
            ],
            [
              -85.32,
              48.14
            ],
            [
              -85.28,
              48.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0446,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0446,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5240bcd1ee871944e581b435ff009bcacaea50ca7327b33c6fa528d0f4d1ae28",
        "signature": {
          "alg": "ed25519",
          "sig": "028f4baf0f421b9ca7daad0a0abf7cd61f0c462c3588b9a6becdf1b8129fa6642e7949791d8737aa4a8faf5701ee45382cd89eefec609d5757def318f6f28201"
        }
      },
      "receipt_sha256": "5240bcd1ee871944e581b435ff009bcacaea50ca7327b33c6fa528d0f4d1ae28"
    },
    {
      "storm_id": "226488",
      "lat": 31.0256,
      "lon": -82.3667,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1406.0,
      "ebshear": 16.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3043
        },
        {
          "name": "alignment",
          "value": -1.2522
        },
        {
          "name": "tau",
          "value": 3.4124
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 3.4123592376708984,
      "coherence_diagnostics": {
        "tau": 3.4123592376708984,
        "grad_tau": 0.3368110954761505,
        "torsion": 0.0,
        "alignment": -1.2521528005599976,
        "S_field": 1.2247164249420166,
        "Gamma_field": 0.22222331166267395,
        "S_over_Gamma": 5.511197090148926,
        "Da": 14.708881378173828,
        "E_coh": 0.9154588580131531,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "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": [
          [
            [
              -82.38,
              31.07
            ],
            [
              -82.35,
              31.07
            ],
            [
              -82.31,
              31.04
            ],
            [
              -82.31,
              31.0
            ],
            [
              -82.34,
              30.97
            ],
            [
              -82.39,
              30.97
            ],
            [
              -82.42,
              31.0
            ],
            [
              -82.42,
              31.04
            ],
            [
              -82.38,
              31.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0442,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce40636a82845ee90bb40cad5a42b99cbc20ce5c95e9210600c32b771975ebd7",
        "signature": {
          "alg": "ed25519",
          "sig": "26b047ca23caa008d070ed6afc9f7490f8bb0d9e99d33f0b864f0aa1a9873f17da0fe9ab5ccc03f03c990473a138318bb1ba749a82e27d987ca3998a7d8db708"
        }
      },
      "receipt_sha256": "ce40636a82845ee90bb40cad5a42b99cbc20ce5c95e9210600c32b771975ebd7"
    },
    {
      "storm_id": "226840",
      "lat": 33.6171,
      "lon": -107.4929,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 167.0,
      "ebshear": 13.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5543
        },
        {
          "name": "alignment",
          "value": -0.0027
        },
        {
          "name": "tau",
          "value": 0.1772
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.17717358469963074,
      "coherence_diagnostics": {
        "tau": 0.17717358469963074,
        "grad_tau": 0.039142709225416183,
        "torsion": 0.0,
        "alignment": -0.002689361572265625,
        "S_field": 0.15448608994483948,
        "Gamma_field": 1.2322232723236084,
        "S_over_Gamma": 0.12537182867527008,
        "Da": 76.17611694335938,
        "E_coh": 0.31706419587135315,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.49,
              33.71
            ],
            [
              -107.46,
              33.71
            ],
            [
              -107.45,
              33.7
            ],
            [
              -107.45,
              33.63
            ],
            [
              -107.43,
              33.59
            ],
            [
              -107.43,
              33.56
            ],
            [
              -107.49,
              33.51
            ],
            [
              -107.54,
              33.51
            ],
            [
              -107.55,
              33.52
            ],
            [
              -107.55,
              33.56
            ],
            [
              -107.51,
              33.61
            ],
            [
              -107.53,
              33.63
            ],
            [
              -107.53,
              33.69
            ],
            [
              -107.49,
              33.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0442,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce40636a82845ee90bb40cad5a42b99cbc20ce5c95e9210600c32b771975ebd7",
        "signature": {
          "alg": "ed25519",
          "sig": "26b047ca23caa008d070ed6afc9f7490f8bb0d9e99d33f0b864f0aa1a9873f17da0fe9ab5ccc03f03c990473a138318bb1ba749a82e27d987ca3998a7d8db708"
        }
      },
      "receipt_sha256": "ce40636a82845ee90bb40cad5a42b99cbc20ce5c95e9210600c32b771975ebd7"
    },
    {
      "storm_id": "227049",
      "lat": 33.0519,
      "lon": -108.0475,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 284.0,
      "ebshear": 15.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.42,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5543
        },
        {
          "name": "alignment",
          "value": -0.0027
        },
        {
          "name": "tau",
          "value": 0.1772
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 0.17717358469963074,
      "coherence_diagnostics": {
        "tau": 0.17717358469963074,
        "grad_tau": 0.039142709225416183,
        "torsion": 0.0,
        "alignment": -0.002689361572265625,
        "S_field": 0.15448608994483948,
        "Gamma_field": 1.2322232723236084,
        "S_over_Gamma": 0.12537182867527008,
        "Da": 76.17611694335938,
        "E_coh": 0.31706419587135315,
        "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": [
          [
            [
              -108.11,
              33.13
            ],
            [
              -108.05,
              33.13
            ],
            [
              -108.04,
              33.12
            ],
            [
              -108.04,
              33.05
            ],
            [
              -108.02,
              33.03
            ],
            [
              -107.99,
              33.03
            ],
            [
              -107.98,
              33.02
            ],
            [
              -107.98,
              32.98
            ],
            [
              -108.0,
              32.96
            ],
            [
              -108.01,
              32.97
            ],
            [
              -108.05,
              32.97
            ],
            [
              -108.05,
              33.04
            ],
            [
              -108.09,
              33.06
            ],
            [
              -108.12,
              33.09
            ],
            [
              -108.12,
              33.12
            ],
            [
              -108.11,
              33.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0442,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce40636a82845ee90bb40cad5a42b99cbc20ce5c95e9210600c32b771975ebd7",
        "signature": {
          "alg": "ed25519",
          "sig": "26b047ca23caa008d070ed6afc9f7490f8bb0d9e99d33f0b864f0aa1a9873f17da0fe9ab5ccc03f03c990473a138318bb1ba749a82e27d987ca3998a7d8db708"
        }
      },
      "receipt_sha256": "ce40636a82845ee90bb40cad5a42b99cbc20ce5c95e9210600c32b771975ebd7"
    },
    {
      "storm_id": "227037",
      "lat": 29.336,
      "lon": -85.247,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3848.0,
      "ebshear": 14.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1793
        },
        {
          "name": "alignment",
          "value": 0.3179
        },
        {
          "name": "tau",
          "value": 3.3234
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 3.323399305343628,
      "coherence_diagnostics": {
        "tau": 3.323399305343628,
        "grad_tau": 0.37183260917663574,
        "torsion": 0.0,
        "alignment": 0.3178647756576538,
        "S_field": 0.4123013913631439,
        "Gamma_field": 0.26888999342918396,
        "S_over_Gamma": 1.5333459377288818,
        "Da": 16.52458381652832,
        "E_coh": 0.9481630325317383,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.27,
              29.37
            ],
            [
              -85.22,
              29.37
            ],
            [
              -85.21,
              29.35
            ],
            [
              -85.22,
              29.34
            ],
            [
              -85.22,
              29.31
            ],
            [
              -85.24,
              29.29
            ],
            [
              -85.26,
              29.29
            ],
            [
              -85.28,
              29.31
            ],
            [
              -85.28,
              29.36
            ],
            [
              -85.27,
              29.37
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.044,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5557541c80c8ddece9138e40702a07a15e266c323a24b394f2e6b0e465f0aa20",
        "signature": {
          "alg": "ed25519",
          "sig": "798aadb3d3e7fc2fb33e6d215862dbfcd2356e7e15215b2f7b280856c8c0ab0e2edec312a38073137946218743f59a42d8a76d82c6a322ffd65a3899d2b9ff09"
        }
      },
      "receipt_sha256": "5557541c80c8ddece9138e40702a07a15e266c323a24b394f2e6b0e465f0aa20"
    },
    {
      "storm_id": "227097",
      "lat": 30.5752,
      "lon": -85.8909,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3281.0,
      "ebshear": 17.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5543
        },
        {
          "name": "alignment",
          "value": 0.6705
        },
        {
          "name": "tau",
          "value": 3.5627
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.044
      },
      "coherence_score": 3.5626940727233887,
      "coherence_diagnostics": {
        "tau": 3.5626940727233887,
        "grad_tau": 0.2903726398944855,
        "torsion": 0.0,
        "alignment": 0.670493483543396,
        "S_field": 1.4134469032287598,
        "Gamma_field": 0.25972333550453186,
        "S_over_Gamma": 5.44212532043457,
        "Da": 16.625471115112305,
        "E_coh": 0.9851235747337341,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.96,
              30.62
            ],
            [
              -85.95,
              30.62
            ],
            [
              -85.94,
              30.62
            ],
            [
              -85.93,
              30.62
            ],
            [
              -85.92,
              30.62
            ],
            [
              -85.91,
              30.62
            ],
            [
              -85.92,
              30.61
            ],
            [
              -85.91,
              30.6
            ],
            [
              -85.9,
              30.6
            ],
            [
              -85.89,
              30.6
            ],
            [
              -85.88,
              30.6
            ],
            [
              -85.87,
              30.59
            ],
            [
              -85.86,
              30.59
            ],
            [
              -85.85,
              30.58
            ],
            [
              -85.84,
              30.58
            ],
            [
              -85.83,
              30.58
            ],
            [
              -85.83,
              30.57
            ],
            [
              -85.83,
              30.56
            ],
            [
              -85.83,
              30.55
            ],
            [
              -85.83,
              30.54
            ],
            [
              -85.83,
              30.53
            ],
            [
              -85.82,
              30.52
            ],
            [
              -85.83,
              30.51
            ],
            [
              -85.84,
              30.51
            ],
            [
              -85.85,
              30.52
            ],
            [
              -85.86,
              30.51
            ],
            [
              -85.87,
              30.51
            ],
            [
              -85.88,
              30.51
            ],
            [
              -85.89,
              30.52
            ],
            [
              -85.89,
              30.53
            ],
            [
              -85.89,
              30.54
            ],
            [
              -85.9,
              30.55
            ],
            [
              -85.89,
              30.56
            ],
            [
              -85.89,
              30.57
            ],
            [
              -85.9,
              30.58
            ],
            [
              -85.91,
              30.58
            ],
            [
              -85.92,
              30.58
            ],
            [
              -85.93,
              30.58
            ],
            [
              -85.94,
              30.59
            ],
            [
              -85.94,
              30.6
            ],
            [
              -85.93,
              30.6
            ],
            [
              -85.92,
              30.61
            ],
            [
              -85.93,
              30.62
            ],
            [
              -85.94,
              30.62
            ],
            [
              -85.95,
              30.62
            ],
            [
              -85.96,
              30.62
            ]
          ]
        ]
      },
      "raw_probability": 0.044,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "84ab7e4c8e4df5779e834c987fb301574d37cb6c92a5452a77ab2b0e6b535554",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.044,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5557541c80c8ddece9138e40702a07a15e266c323a24b394f2e6b0e465f0aa20",
        "signature": {
          "alg": "ed25519",
          "sig": "798aadb3d3e7fc2fb33e6d215862dbfcd2356e7e15215b2f7b280856c8c0ab0e2edec312a38073137946218743f59a42d8a76d82c6a322ffd65a3899d2b9ff09"
        }
      },
      "receipt_sha256": "5557541c80c8ddece9138e40702a07a15e266c323a24b394f2e6b0e465f0aa20"
    },
    {
      "storm_id": "226787",
      "lat": 31.0805,
      "lon": -88.5817,
      "motion_east": 3.7,
      "motion_south": 2.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3967.0,
      "ebshear": 18.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4293
        },
        {
          "name": "alignment",
          "value": 1.8187
        },
        {
          "name": "tau",
          "value": 2.0014
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 2.0013985633850098,
      "coherence_diagnostics": {
        "tau": 2.0013985633850098,
        "grad_tau": 0.5350037813186646,
        "torsion": 0.0,
        "alignment": 1.8186770677566528,
        "S_field": 0.3082168996334076,
        "Gamma_field": 0.3738899827003479,
        "S_over_Gamma": 0.8243518471717834,
        "Da": 23.97466468811035,
        "E_coh": 0.9192245602607727,
        "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": [
          [
            [
              -88.46,
              31.2
            ],
            [
              -88.45,
              31.2
            ],
            [
              -88.45,
              31.17
            ],
            [
              -88.41,
              31.1
            ],
            [
              -88.41,
              31.06
            ],
            [
              -88.42,
              31.05
            ],
            [
              -88.45,
              31.05
            ],
            [
              -88.47,
              31.03
            ],
            [
              -88.57,
              31.03
            ],
            [
              -88.59,
              31.01
            ],
            [
              -88.59,
              30.99
            ],
            [
              -88.58,
              30.98
            ],
            [
              -88.58,
              30.93
            ],
            [
              -88.61,
              30.91
            ],
            [
              -88.69,
              30.91
            ],
            [
              -88.71,
              30.92
            ],
            [
              -88.72,
              30.93
            ],
            [
              -88.72,
              30.97
            ],
            [
              -88.71,
              30.99
            ],
            [
              -88.69,
              30.99
            ],
            [
              -88.65,
              31.03
            ],
            [
              -88.66,
              31.04
            ],
            [
              -88.67,
              31.08
            ],
            [
              -88.71,
              31.12
            ],
            [
              -88.72,
              31.12
            ],
            [
              -88.72,
              31.16
            ],
            [
              -88.71,
              31.18
            ],
            [
              -88.7,
              31.19
            ],
            [
              -88.64,
              31.19
            ],
            [
              -88.62,
              31.17
            ],
            [
              -88.58,
              31.18
            ],
            [
              -88.58,
              31.16
            ],
            [
              -88.56,
              31.14
            ],
            [
              -88.54,
              31.13
            ],
            [
              -88.52,
              31.14
            ],
            [
              -88.51,
              31.13
            ],
            [
              -88.5,
              31.14
            ],
            [
              -88.48,
              31.14
            ],
            [
              -88.46,
              31.16
            ],
            [
              -88.46,
              31.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0438,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e0e3e144558023d363ab56b960a4578d31d5426a9fa373204d05f75ebebb440",
        "signature": {
          "alg": "ed25519",
          "sig": "714049670c2c2159151833004807cb46d8c5aa094da5fc48fc47228bd6c69889b4364721f3a3ceed90d593fb8c525d0e3d33de490fdd86c2a854c7c3f532b80a"
        }
      },
      "receipt_sha256": "0e0e3e144558023d363ab56b960a4578d31d5426a9fa373204d05f75ebebb440"
    },
    {
      "storm_id": "226788",
      "lat": 30.9318,
      "lon": -88.3745,
      "motion_east": 3.7,
      "motion_south": 1.9,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4036.0,
      "ebshear": 16.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4293
        },
        {
          "name": "alignment",
          "value": 1.8187
        },
        {
          "name": "tau",
          "value": 2.0014
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 2.0013985633850098,
      "coherence_diagnostics": {
        "tau": 2.0013985633850098,
        "grad_tau": 0.5350037813186646,
        "torsion": 0.0,
        "alignment": 1.8186770677566528,
        "S_field": 0.3082168996334076,
        "Gamma_field": 0.3738899827003479,
        "S_over_Gamma": 0.8243518471717834,
        "Da": 23.97466468811035,
        "E_coh": 0.9192245602607727,
        "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": [
          [
            [
              -88.39,
              30.98
            ],
            [
              -88.34,
              30.98
            ],
            [
              -88.32,
              30.96
            ],
            [
              -88.31,
              30.9
            ],
            [
              -88.35,
              30.9
            ],
            [
              -88.36,
              30.89
            ],
            [
              -88.39,
              30.89
            ],
            [
              -88.41,
              30.9
            ],
            [
              -88.43,
              30.92
            ],
            [
              -88.43,
              30.95
            ],
            [
              -88.39,
              30.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0438,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e0e3e144558023d363ab56b960a4578d31d5426a9fa373204d05f75ebebb440",
        "signature": {
          "alg": "ed25519",
          "sig": "714049670c2c2159151833004807cb46d8c5aa094da5fc48fc47228bd6c69889b4364721f3a3ceed90d593fb8c525d0e3d33de490fdd86c2a854c7c3f532b80a"
        }
      },
      "receipt_sha256": "0e0e3e144558023d363ab56b960a4578d31d5426a9fa373204d05f75ebebb440"
    },
    {
      "storm_id": "226812",
      "lat": 46.8922,
      "lon": -82.4533,
      "motion_east": 4.4,
      "motion_south": 0.4,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1215.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.7,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3043
        },
        {
          "name": "alignment",
          "value": 4.9028
        },
        {
          "name": "tau",
          "value": 0.7035
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0438
      },
      "coherence_score": 0.7034700512886047,
      "coherence_diagnostics": {
        "tau": 0.7034700512886047,
        "grad_tau": 0.22494591772556305,
        "torsion": 0.0,
        "alignment": 4.902789115905762,
        "S_field": 0.26729661226272583,
        "Gamma_field": 0.4430566430091858,
        "S_over_Gamma": 0.6033012270927429,
        "Da": 26.306270599365234,
        "E_coh": 0.8726980686187744,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.4,
              46.96
            ],
            [
              -82.37,
              46.96
            ],
            [
              -82.34,
              46.92
            ],
            [
              -82.34,
              46.9
            ],
            [
              -82.37,
              46.87
            ],
            [
              -82.41,
              46.85
            ],
            [
              -82.46,
              46.85
            ],
            [
              -82.53,
              46.79
            ],
            [
              -82.58,
              46.79
            ],
            [
              -82.58,
              46.83
            ],
            [
              -82.55,
              46.86
            ],
            [
              -82.53,
              46.86
            ],
            [
              -82.49,
              46.9
            ],
            [
              -82.48,
              46.93
            ],
            [
              -82.47,
              46.93
            ],
            [
              -82.45,
              46.95
            ],
            [
              -82.41,
              46.95
            ],
            [
              -82.4,
              46.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0438,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f374a19b7e5558d73dd7cd803697f38571a41d044e4bd5b71dfb2c0d736dea4b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0438,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e0e3e144558023d363ab56b960a4578d31d5426a9fa373204d05f75ebebb440",
        "signature": {
          "alg": "ed25519",
          "sig": "714049670c2c2159151833004807cb46d8c5aa094da5fc48fc47228bd6c69889b4364721f3a3ceed90d593fb8c525d0e3d33de490fdd86c2a854c7c3f532b80a"
        }
      },
      "receipt_sha256": "0e0e3e144558023d363ab56b960a4578d31d5426a9fa373204d05f75ebebb440"
    },
    {
      "storm_id": "227088",
      "lat": 37.2725,
      "lon": -106.2837,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 312.0,
      "ebshear": 23.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.9293
        },
        {
          "name": "alignment",
          "value": -0.5264
        },
        {
          "name": "tau",
          "value": 0.2138
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0437
      },
      "coherence_score": 0.2138034850358963,
      "coherence_diagnostics": {
        "tau": 0.2138034850358963,
        "grad_tau": 0.027810802683234215,
        "torsion": 0.0,
        "alignment": -0.5264215469360352,
        "S_field": 0.09969249367713928,
        "Gamma_field": 0.4805566370487213,
        "S_over_Gamma": 0.20745211839675903,
        "Da": 28.63630485534668,
        "E_coh": 0.36566680669784546,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.29,
              37.31
            ],
            [
              -106.25,
              37.29
            ],
            [
              -106.25,
              37.25
            ],
            [
              -106.27,
              37.24
            ],
            [
              -106.3,
              37.24
            ],
            [
              -106.31,
              37.25
            ],
            [
              -106.31,
              37.29
            ],
            [
              -106.29,
              37.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0437,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3c1b1d37314feb2b3fc293d04ce295c5aa197b4c10d09c5fea7bfa48321892b3",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0437,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72169b5662cf35d58c0a6dc337f631b7366b99310c30da280a6cf6a0c9f14e40",
        "signature": {
          "alg": "ed25519",
          "sig": "62a05f74a235d0adcf9a8e74e63f76d62768f630d106900b6fb9bd2120fd9f6e2f31fb8056ee656a7737dd719f49a48ef757664e7a82539e577ab1e155776109"
        }
      },
      "receipt_sha256": "72169b5662cf35d58c0a6dc337f631b7366b99310c30da280a6cf6a0c9f14e40"
    },
    {
      "storm_id": "226850",
      "lat": 50.4738,
      "lon": -77.8075,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1348.0,
      "ebshear": 14.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9293
        },
        {
          "name": "alignment",
          "value": -0.5162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23003235459327698,
        "torsion": 0.0,
        "alignment": -0.5161590576171875,
        "S_field": 0.11625164747238159,
        "Gamma_field": 0.35472333431243896,
        "S_over_Gamma": 0.3277248442173004,
        "Da": 23.35038185119629,
        "E_coh": 0.5040462613105774,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.83,
              50.5
            ],
            [
              -77.77,
              50.5
            ],
            [
              -77.78,
              50.48
            ],
            [
              -77.78,
              50.45
            ],
            [
              -77.79,
              50.44
            ],
            [
              -77.84,
              50.43
            ],
            [
              -77.84,
              50.49
            ],
            [
              -77.83,
              50.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0435,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09b598cb85271b8b7cda9ff04ec55c1e6bebd4fdf9cdb2c8d48a3319a17f73ad",
        "signature": {
          "alg": "ed25519",
          "sig": "168e5a2674d6b4fddb6a990af4f2c76dab84522607bcca1f1972e79df4c175b446d1e30cf11ac234fdfd636edb047e797e063bd9e8e1ca480db63eb4713b2405"
        }
      },
      "receipt_sha256": "09b598cb85271b8b7cda9ff04ec55c1e6bebd4fdf9cdb2c8d48a3319a17f73ad"
    },
    {
      "storm_id": "227055",
      "lat": 50.9517,
      "lon": -78.13,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1664.0,
      "ebshear": 14.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3043
        },
        {
          "name": "alignment",
          "value": -1.0162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3248872458934784,
        "torsion": 0.0,
        "alignment": -1.0161590576171875,
        "S_field": 0.32288026809692383,
        "Gamma_field": 0.5772233009338379,
        "S_over_Gamma": 0.5593680143356323,
        "Da": 38.7567024230957,
        "E_coh": 0.7698698043823242,
        "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": [
          [
            [
              -78.2,
              50.96
            ],
            [
              -78.06,
              50.96
            ],
            [
              -78.06,
              50.95
            ],
            [
              -78.07,
              50.94
            ],
            [
              -78.19,
              50.94
            ],
            [
              -78.2,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0435,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09b598cb85271b8b7cda9ff04ec55c1e6bebd4fdf9cdb2c8d48a3319a17f73ad",
        "signature": {
          "alg": "ed25519",
          "sig": "168e5a2674d6b4fddb6a990af4f2c76dab84522607bcca1f1972e79df4c175b446d1e30cf11ac234fdfd636edb047e797e063bd9e8e1ca480db63eb4713b2405"
        }
      },
      "receipt_sha256": "09b598cb85271b8b7cda9ff04ec55c1e6bebd4fdf9cdb2c8d48a3319a17f73ad"
    },
    {
      "storm_id": "227060",
      "lat": 47.345,
      "lon": -84.205,
      "motion_east": 5.3,
      "motion_south": 6.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1086.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0543
        },
        {
          "name": "alignment",
          "value": -0.7144
        },
        {
          "name": "tau",
          "value": 0.3222
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 0.32216086983680725,
      "coherence_diagnostics": {
        "tau": 0.32216086983680725,
        "grad_tau": 0.13095833361148834,
        "torsion": 0.0,
        "alignment": -0.7143782377243042,
        "S_field": 0.13666747510433197,
        "Gamma_field": 0.6755566596984863,
        "S_over_Gamma": 0.20230349898338318,
        "Da": 41.06578063964844,
        "E_coh": 0.3506626784801483,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.19,
              47.4
            ],
            [
              -84.17,
              47.4
            ],
            [
              -84.15,
              47.38
            ],
            [
              -84.14,
              47.32
            ],
            [
              -84.15,
              47.33
            ],
            [
              -84.18,
              47.33
            ],
            [
              -84.2,
              47.31
            ],
            [
              -84.24,
              47.31
            ],
            [
              -84.26,
              47.3
            ],
            [
              -84.27,
              47.31
            ],
            [
              -84.25,
              47.32
            ],
            [
              -84.25,
              47.34
            ],
            [
              -84.23,
              47.38
            ],
            [
              -84.19,
              47.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0435,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09b598cb85271b8b7cda9ff04ec55c1e6bebd4fdf9cdb2c8d48a3319a17f73ad",
        "signature": {
          "alg": "ed25519",
          "sig": "168e5a2674d6b4fddb6a990af4f2c76dab84522607bcca1f1972e79df4c175b446d1e30cf11ac234fdfd636edb047e797e063bd9e8e1ca480db63eb4713b2405"
        }
      },
      "receipt_sha256": "09b598cb85271b8b7cda9ff04ec55c1e6bebd4fdf9cdb2c8d48a3319a17f73ad"
    },
    {
      "storm_id": "226987",
      "lat": 46.871,
      "lon": -80.798,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1400.0,
      "ebshear": 8.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3043
        },
        {
          "name": "alignment",
          "value": -1.8162
        },
        {
          "name": "tau",
          "value": 0.8032
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 0.8031744956970215,
      "coherence_diagnostics": {
        "tau": 0.8031744956970215,
        "grad_tau": 0.11692219227552414,
        "torsion": 0.0,
        "alignment": -1.8162388801574707,
        "S_field": 0.4884887933731079,
        "Gamma_field": 0.28472331166267395,
        "S_over_Gamma": 1.7156614065170288,
        "Da": 17.820003509521484,
        "E_coh": 0.9119656085968018,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.8,
              46.91
            ],
            [
              -80.76,
              46.89
            ],
            [
              -80.76,
              46.83
            ],
            [
              -80.77,
              46.82
            ],
            [
              -80.8,
              46.82
            ],
            [
              -80.81,
              46.85
            ],
            [
              -80.84,
              46.88
            ],
            [
              -80.83,
              46.9
            ],
            [
              -80.81,
              46.9
            ],
            [
              -80.8,
              46.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0433,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0433,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00c25fe0d425d323a0f91adc1239baf8528f9e31a312f9a8397d2e552e5153e3",
        "signature": {
          "alg": "ed25519",
          "sig": "1a4b6dc0fe9d66818576fdf734b48d84d32ac9296a7cb5d68f63976b4bcb7b454a90564c5156e8de02a3228a21ed92206a6b20158039e539c9642f7238eb8f0e"
        }
      },
      "receipt_sha256": "00c25fe0d425d323a0f91adc1239baf8528f9e31a312f9a8397d2e552e5153e3"
    },
    {
      "storm_id": "227025",
      "lat": 33.9943,
      "lon": -109.6529,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 789.0,
      "ebshear": 11.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.42,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8043
        },
        {
          "name": "alignment",
          "value": -0.6148
        },
        {
          "name": "tau",
          "value": 0.157
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0432
      },
      "coherence_score": 0.15697188675403595,
      "coherence_diagnostics": {
        "tau": 0.15697188675403595,
        "grad_tau": 0.025211194530129433,
        "torsion": 0.0,
        "alignment": -0.6147786378860474,
        "S_field": 0.1025065928697586,
        "Gamma_field": 0.5063899755477905,
        "S_over_Gamma": 0.20242619514465332,
        "Da": 30.804502487182617,
        "E_coh": 0.5133750438690186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.69,
              34.02
            ],
            [
              -109.64,
              34.02
            ],
            [
              -109.62,
              34.01
            ],
            [
              -109.62,
              33.97
            ],
            [
              -109.63,
              33.96
            ],
            [
              -109.68,
              33.96
            ],
            [
              -109.69,
              34.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0432,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "19980bfd938512bd150924aa05062b9b383b628d39902d5511a8a91997b4b084",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0432,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ddbeb3ce7b02e841d1189f77478de445c2ee0ffaa29ef674c33579cf9a425fe0",
        "signature": {
          "alg": "ed25519",
          "sig": "c22c718028314c87c09ad8a3c96f35c15e4f821507a0bea3079ece39b55ab7f89dba6d9616965f70b659bbfd4416e9fb829ed66ebbf81b4a670ad476313f8a0f"
        }
      },
      "receipt_sha256": "ddbeb3ce7b02e841d1189f77478de445c2ee0ffaa29ef674c33579cf9a425fe0"
    },
    {
      "storm_id": "226947",
      "lat": 39.4767,
      "lon": -105.4133,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 764.0,
      "ebshear": 22.0,
      "srh01": 18.0,
      "maxllaz": 0.004,
      "mesh": 0.41,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.6793
        },
        {
          "name": "alignment",
          "value": 2.8876
        },
        {
          "name": "tau",
          "value": 0.2404
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0431
      },
      "coherence_score": 0.2403699904680252,
      "coherence_diagnostics": {
        "tau": 0.2403699904680252,
        "grad_tau": 0.01803395338356495,
        "torsion": 0.0,
        "alignment": 2.8875784873962402,
        "S_field": 0.16585250198841095,
        "Gamma_field": 1.2263898849487305,
        "S_over_Gamma": 0.13523635268211365,
        "Da": 75.4107666015625,
        "E_coh": 0.08055552840232849,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.43,
              39.52
            ],
            [
              -105.38,
              39.52
            ],
            [
              -105.36,
              39.49
            ],
            [
              -105.36,
              39.48
            ],
            [
              -105.38,
              39.46
            ],
            [
              -105.38,
              39.44
            ],
            [
              -105.42,
              39.42
            ],
            [
              -105.45,
              39.43
            ],
            [
              -105.45,
              39.47
            ],
            [
              -105.46,
              39.48
            ],
            [
              -105.46,
              39.49
            ],
            [
              -105.43,
              39.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0431,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "420ab3d8120d3b3345fb9497fcfa1955b1e5980548f5c2c81a5088fd6c8c042f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0431,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc53760302660f46e08fee8e2fef85bc799fd104431cc46b2fc84d7f4331a3a6",
        "signature": {
          "alg": "ed25519",
          "sig": "5bca530be651e55fb569df0e0fefae1a99e7f7e8d9e31d2cf62d7c2f4ed4766fb9739e44422b3b6b8c64a8116d54c5e896bf6790fc6c1d30adb080845f346802"
        }
      },
      "receipt_sha256": "cc53760302660f46e08fee8e2fef85bc799fd104431cc46b2fc84d7f4331a3a6"
    },
    {
      "storm_id": "226696",
      "lat": 38.164,
      "lon": -105.599,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 591.0,
      "ebshear": 15.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.3043
        },
        {
          "name": "alignment",
          "value": -2.2725
        },
        {
          "name": "tau",
          "value": 0.2429
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 0.2429160475730896,
      "coherence_diagnostics": {
        "tau": 0.2429160475730896,
        "grad_tau": 0.025467367842793465,
        "torsion": 0.0,
        "alignment": -2.2725181579589844,
        "S_field": 0.09127825498580933,
        "Gamma_field": 0.5213899612426758,
        "S_over_Gamma": 0.17506715655326843,
        "Da": 31.770551681518555,
        "E_coh": 0.4232722520828247,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.62,
              38.2
            ],
            [
              -105.59,
              38.2
            ],
            [
              -105.57,
              38.18
            ],
            [
              -105.56,
              38.18
            ],
            [
              -105.56,
              38.14
            ],
            [
              -105.58,
              38.12
            ],
            [
              -105.61,
              38.12
            ],
            [
              -105.64,
              38.14
            ],
            [
              -105.64,
              38.16
            ],
            [
              -105.62,
              38.2
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.043,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0575708c33a346891130893adba75f1637a043f6c765d9378a4b15bf9f5293bd",
        "signature": {
          "alg": "ed25519",
          "sig": "7c987375e489cfe87181857fddaac051d1f7bc44268092218a1a8d8ec1469352251c665d0657701b7b8f367bbc57b7989d8d1ebffe9461518bb10cfde54d970b"
        }
      },
      "receipt_sha256": "0575708c33a346891130893adba75f1637a043f6c765d9378a4b15bf9f5293bd"
    },
    {
      "storm_id": "227092",
      "lat": 34.685,
      "lon": -108.231,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 293.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5543
        },
        {
          "name": "alignment",
          "value": 4.8869
        },
        {
          "name": "tau",
          "value": 0.1466
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0426
      },
      "coherence_score": 0.1466163992881775,
      "coherence_diagnostics": {
        "tau": 0.1466163992881775,
        "grad_tau": 0.010055257938802242,
        "torsion": 0.0,
        "alignment": 4.88685417175293,
        "S_field": 0.047324731945991516,
        "Gamma_field": 0.45555663108825684,
        "S_over_Gamma": 0.10388331115245819,
        "Da": 28.051607131958008,
        "E_coh": 0.29054883122444153,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.26,
              34.72
            ],
            [
              -108.24,
              34.71
            ],
            [
              -108.2,
              34.71
            ],
            [
              -108.2,
              34.68
            ],
            [
              -108.18,
              34.65
            ],
            [
              -108.19,
              34.64
            ],
            [
              -108.25,
              34.65
            ],
            [
              -108.25,
              34.67
            ],
            [
              -108.28,
              34.7
            ],
            [
              -108.26,
              34.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0426,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0426,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "190211214ca80975a6c2ead3bf87c63756f1f913f730ad477d9f016d596047ad",
        "signature": {
          "alg": "ed25519",
          "sig": "a0845007c3e13dec4b0823d7b87248ecf363a0e004117e90e5420e36b0843f4126d620f0402d8df0f98dced68eb2191adec6cf8a60b22d0fee0752eecb79e308"
        }
      },
      "receipt_sha256": "190211214ca80975a6c2ead3bf87c63756f1f913f730ad477d9f016d596047ad"
    },
    {
      "storm_id": "226562",
      "lat": 30.4921,
      "lon": -87.5871,
      "motion_east": 1.5,
      "motion_south": -1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4231.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3043
        },
        {
          "name": "alignment",
          "value": 2.1721
        },
        {
          "name": "tau",
          "value": 2.758
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 2.7580220699310303,
      "coherence_diagnostics": {
        "tau": 2.7580220699310303,
        "grad_tau": 0.5031130313873291,
        "torsion": 0.0,
        "alignment": 2.1721367835998535,
        "S_field": 0.8075442910194397,
        "Gamma_field": 0.2772233188152313,
        "S_over_Gamma": 2.9129738807678223,
        "Da": 17.62898063659668,
        "E_coh": 0.977206289768219,
        "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": [
          [
            [
              -87.61,
              30.54
            ],
            [
              -87.55,
              30.54
            ],
            [
              -87.55,
              30.53
            ],
            [
              -87.53,
              30.51
            ],
            [
              -87.52,
              30.51
            ],
            [
              -87.52,
              30.44
            ],
            [
              -87.57,
              30.4
            ],
            [
              -87.59,
              30.4
            ],
            [
              -87.63,
              30.45
            ],
            [
              -87.63,
              30.49
            ],
            [
              -87.64,
              30.5
            ],
            [
              -87.64,
              30.52
            ],
            [
              -87.63,
              30.52
            ],
            [
              -87.61,
              30.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0425,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75edf2c3779bca7bbf9e740dde4bc41a7d4373eb86bbb503dc6f1e95975655e8",
        "signature": {
          "alg": "ed25519",
          "sig": "3d52f6ba92773e7d4cef566fff75b376d6042f5b68fb44746f23529f367c9c1fa627bf8e2fc9678446b647b4bab627b60b6a61b5f9018ddee319644b3baf2507"
        }
      },
      "receipt_sha256": "75edf2c3779bca7bbf9e740dde4bc41a7d4373eb86bbb503dc6f1e95975655e8"
    },
    {
      "storm_id": "226319",
      "lat": 36.3979,
      "lon": -105.1863,
      "motion_east": 3.1,
      "motion_south": -2.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 459.0,
      "ebshear": 27.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.41,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8043
        },
        {
          "name": "alignment",
          "value": -2.023
        },
        {
          "name": "tau",
          "value": 0.1877
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.187712624669075,
      "coherence_diagnostics": {
        "tau": 0.187712624669075,
        "grad_tau": 0.030682852491736412,
        "torsion": 0.0,
        "alignment": -2.0229687690734863,
        "S_field": 0.042132582515478134,
        "Gamma_field": 0.4847233295440674,
        "S_over_Gamma": 0.08692088723182678,
        "Da": 29.265588760375977,
        "E_coh": 0.24276946485042572,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.29,
              36.49
            ],
            [
              -105.24,
              36.49
            ],
            [
              -105.22,
              36.48
            ],
            [
              -105.19,
              36.45
            ],
            [
              -105.16,
              36.44
            ],
            [
              -105.11,
              36.38
            ],
            [
              -105.04,
              36.38
            ],
            [
              -105.03,
              36.36
            ],
            [
              -105.03,
              36.32
            ],
            [
              -105.06,
              36.3
            ],
            [
              -105.08,
              36.3
            ],
            [
              -105.14,
              36.33
            ],
            [
              -105.2,
              36.33
            ],
            [
              -105.22,
              36.34
            ],
            [
              -105.26,
              36.38
            ],
            [
              -105.32,
              36.41
            ],
            [
              -105.33,
              36.43
            ],
            [
              -105.33,
              36.46
            ],
            [
              -105.29,
              36.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0424,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3b96cabc8d7cc2b20f768097b72f1610d6f87d233bfc93affa096365bd08e40",
        "signature": {
          "alg": "ed25519",
          "sig": "368bf9697bb22e85a5ec7a04f2f38d0932d9cecd03f060a952c5b31c9f676b1e45eca80f367c3b1876d782e991c9716a7c8b95d30bf4cbd47a280c9e5bb40b00"
        }
      },
      "receipt_sha256": "a3b96cabc8d7cc2b20f768097b72f1610d6f87d233bfc93affa096365bd08e40"
    },
    {
      "storm_id": "226983",
      "lat": 50.6722,
      "lon": -80.7778,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1298.0,
      "ebshear": 18.0,
      "srh01": 28.0,
      "maxllaz": 0.0,
      "mesh": 0.69,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8043
        },
        {
          "name": "alignment",
          "value": -0.5162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4683614671230316,
        "torsion": 0.0,
        "alignment": -0.5161590576171875,
        "S_field": 0.5767553448677063,
        "Gamma_field": 0.3813899755477905,
        "S_over_Gamma": 1.5122456550598145,
        "Da": 22.803842544555664,
        "E_coh": 0.8898035883903503,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.78,
              50.71
            ],
            [
              -80.76,
              50.71
            ],
            [
              -80.74,
              50.69
            ],
            [
              -80.74,
              50.65
            ],
            [
              -80.76,
              50.63
            ],
            [
              -80.8,
              50.62
            ],
            [
              -80.82,
              50.64
            ],
            [
              -80.82,
              50.69
            ],
            [
              -80.78,
              50.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0423,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdba5eaa30cb3cb7adf794cd0238a57dfe2a6100e53482710e2923535130698e",
        "signature": {
          "alg": "ed25519",
          "sig": "51ea0764a0dee24a4e628a2ace5298bfd81f6bf62fa309af5d95f87e6d27de87d6e0d10dbd4aa52fb4799aef54e7529364068b4d7ad72db1ad4683c069520d02"
        }
      },
      "receipt_sha256": "fdba5eaa30cb3cb7adf794cd0238a57dfe2a6100e53482710e2923535130698e"
    },
    {
      "storm_id": "226560",
      "lat": 32.519,
      "lon": -88.943,
      "motion_east": 4.4,
      "motion_south": 0.6,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3425.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0543
        },
        {
          "name": "alignment",
          "value": 1.9862
        },
        {
          "name": "tau",
          "value": 2.2243
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 2.2243423461914062,
      "coherence_diagnostics": {
        "tau": 2.2243423461914062,
        "grad_tau": 0.7114637494087219,
        "torsion": 0.0,
        "alignment": 1.986160159111023,
        "S_field": 0.7867584228515625,
        "Gamma_field": 0.2830566465854645,
        "S_over_Gamma": 2.7795088291168213,
        "Da": 18.5255126953125,
        "E_coh": 0.9797727465629578,
        "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": [
          [
            [
              -88.95,
              32.55
            ],
            [
              -88.92,
              32.55
            ],
            [
              -88.9,
              32.53
            ],
            [
              -88.9,
              32.5
            ],
            [
              -88.92,
              32.48
            ],
            [
              -88.96,
              32.48
            ],
            [
              -88.98,
              32.49
            ],
            [
              -88.98,
              32.53
            ],
            [
              -88.97,
              32.53
            ],
            [
              -88.95,
              32.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0421,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0e1f7be312acc9ac8ed4dbee779b99bb9fb2b7c059034017c7c525b30feb46c",
        "signature": {
          "alg": "ed25519",
          "sig": "aa0a073b56854a99e9bd56af9acd5694d1dd0a85651900a1ddbdae965b2b328b2635837038af733e0e65b0a236b43b66ee9be555f031bf1e08b278e655a1c905"
        }
      },
      "receipt_sha256": "c0e1f7be312acc9ac8ed4dbee779b99bb9fb2b7c059034017c7c525b30feb46c"
    },
    {
      "storm_id": "226892",
      "lat": 31.5643,
      "lon": -85.019,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3037.0,
      "ebshear": 17.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.4293
        },
        {
          "name": "alignment",
          "value": 0.2473
        },
        {
          "name": "tau",
          "value": 3.5061
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 3.5060911178588867,
      "coherence_diagnostics": {
        "tau": 3.5060911178588867,
        "grad_tau": 0.09977016597986221,
        "torsion": 0.0,
        "alignment": 0.24728336930274963,
        "S_field": 1.270237684249878,
        "Gamma_field": 0.2505566477775574,
        "S_over_Gamma": 5.069662570953369,
        "Da": 16.02875518798828,
        "E_coh": 0.9812694191932678,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.02,
              31.61
            ],
            [
              -85.0,
              31.6
            ],
            [
              -84.95,
              31.6
            ],
            [
              -84.95,
              31.59
            ],
            [
              -84.97,
              31.58
            ],
            [
              -84.98,
              31.59
            ],
            [
              -84.99,
              31.58
            ],
            [
              -85.0,
              31.56
            ],
            [
              -84.99,
              31.54
            ],
            [
              -85.0,
              31.52
            ],
            [
              -85.02,
              31.52
            ],
            [
              -85.05,
              31.5
            ],
            [
              -85.08,
              31.5
            ],
            [
              -85.08,
              31.58
            ],
            [
              -85.07,
              31.58
            ],
            [
              -85.07,
              31.54
            ],
            [
              -85.05,
              31.53
            ],
            [
              -85.03,
              31.56
            ],
            [
              -85.04,
              31.57
            ],
            [
              -85.04,
              31.59
            ],
            [
              -85.02,
              31.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0421,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0e1f7be312acc9ac8ed4dbee779b99bb9fb2b7c059034017c7c525b30feb46c",
        "signature": {
          "alg": "ed25519",
          "sig": "aa0a073b56854a99e9bd56af9acd5694d1dd0a85651900a1ddbdae965b2b328b2635837038af733e0e65b0a236b43b66ee9be555f031bf1e08b278e655a1c905"
        }
      },
      "receipt_sha256": "c0e1f7be312acc9ac8ed4dbee779b99bb9fb2b7c059034017c7c525b30feb46c"
    },
    {
      "storm_id": "226738",
      "lat": 50.6438,
      "lon": -77.7823,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1442.0,
      "ebshear": 14.0,
      "srh01": 21.0,
      "maxllaz": 0.004,
      "mesh": 1.26,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9293
        },
        {
          "name": "alignment",
          "value": -0.5162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.042
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23003235459327698,
        "torsion": 0.0,
        "alignment": -0.5161590576171875,
        "S_field": 0.11625164747238159,
        "Gamma_field": 0.35472333431243896,
        "S_over_Gamma": 0.3277248442173004,
        "Da": 23.35038185119629,
        "E_coh": 0.5040462613105774,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.79,
              50.68
            ],
            [
              -77.73,
              50.68
            ],
            [
              -77.73,
              50.67
            ],
            [
              -77.71,
              50.65
            ],
            [
              -77.71,
              50.61
            ],
            [
              -77.73,
              50.59
            ],
            [
              -77.82,
              50.59
            ],
            [
              -77.83,
              50.6
            ],
            [
              -77.84,
              50.63
            ],
            [
              -77.86,
              50.65
            ],
            [
              -77.83,
              50.67
            ],
            [
              -77.8,
              50.67
            ],
            [
              -77.79,
              50.68
            ]
          ]
        ]
      },
      "raw_probability": 0.042,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f949c085296e451df5d756ecf2c6dbc3733c2605d66c6c9ba848678f40b12f06",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.042,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06579de6130aba837ab3b86540b27040ff0fe2fd78d05acf0971f81db7b259ec",
        "signature": {
          "alg": "ed25519",
          "sig": "1e363d9570494df843d5ef1d9a24a1a4515350edbdd3b4106668257d4d43928682e50bf522d81325b9a87a442c9b75561457a2210046f6f9df3523b42e817508"
        }
      },
      "receipt_sha256": "06579de6130aba837ab3b86540b27040ff0fe2fd78d05acf0971f81db7b259ec"
    },
    {
      "storm_id": "226884",
      "lat": 37.31,
      "lon": -106.456,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 307.0,
      "ebshear": 17.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.9293
        },
        {
          "name": "alignment",
          "value": -0.5264
        },
        {
          "name": "tau",
          "value": 0.2138
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 0.2138034850358963,
      "coherence_diagnostics": {
        "tau": 0.2138034850358963,
        "grad_tau": 0.027810802683234215,
        "torsion": 0.0,
        "alignment": -0.5264215469360352,
        "S_field": 0.09969249367713928,
        "Gamma_field": 0.4805566370487213,
        "S_over_Gamma": 0.20745211839675903,
        "Da": 28.63630485534668,
        "E_coh": 0.36566680669784546,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.43,
              37.35
            ],
            [
              -106.41,
              37.32
            ],
            [
              -106.41,
              37.28
            ],
            [
              -106.44,
              37.26
            ],
            [
              -106.49,
              37.26
            ],
            [
              -106.51,
              37.28
            ],
            [
              -106.51,
              37.32
            ],
            [
              -106.48,
              37.34
            ],
            [
              -106.45,
              37.34
            ],
            [
              -106.43,
              37.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0419,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39861d6fa6c111a7ecf74bca8c7feecbbb3ff69ce97358eeafb643a58f2ea821",
        "signature": {
          "alg": "ed25519",
          "sig": "cf5ea03d9a145f7992190766a7ea2b9b1967e8203f5cc600ddaab99a6a6cc70fc69e5b11050f0615abb50bfba35619dd6230507a9d4db26b40d216102a16fd08"
        }
      },
      "receipt_sha256": "39861d6fa6c111a7ecf74bca8c7feecbbb3ff69ce97358eeafb643a58f2ea821"
    },
    {
      "storm_id": "226634",
      "lat": 44.0831,
      "lon": -106.4663,
      "motion_east": 4.7,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 341.0,
      "ebshear": 21.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 8.6793
        },
        {
          "name": "alignment",
          "value": 3.6943
        },
        {
          "name": "tau",
          "value": 0.1717
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.17167069017887115,
      "coherence_diagnostics": {
        "tau": 0.17167069017887115,
        "grad_tau": 0.009822859428822994,
        "torsion": 0.0,
        "alignment": 3.6943085193634033,
        "S_field": 0.09183229506015778,
        "Gamma_field": 0.3947233259677887,
        "S_over_Gamma": 0.2326497733592987,
        "Da": 25.313438415527344,
        "E_coh": 0.5811719298362732,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "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": [
          [
            [
              -106.46,
              44.17
            ],
            [
              -106.39,
              44.17
            ],
            [
              -106.37,
              44.15
            ],
            [
              -106.37,
              44.11
            ],
            [
              -106.44,
              44.05
            ],
            [
              -106.45,
              44.03
            ],
            [
              -106.45,
              43.99
            ],
            [
              -106.47,
              43.97
            ],
            [
              -106.51,
              43.97
            ],
            [
              -106.54,
              44.01
            ],
            [
              -106.54,
              44.05
            ],
            [
              -106.52,
              44.08
            ],
            [
              -106.51,
              44.12
            ],
            [
              -106.49,
              44.14
            ],
            [
              -106.49,
              44.15
            ],
            [
              -106.46,
              44.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0417,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3189beef2bd56e33ebb79a7d49478fda2a8f95cba6a627593b061f1ca15701cb",
        "signature": {
          "alg": "ed25519",
          "sig": "d25d3e94e4078248ac8691ba26681f24b1b47c97821d964973222a7ae97d262b79b825e8d01f18b0b01abfe199ef93fd1abe2cd212e8a7bca17bec59f66bd40b"
        }
      },
      "receipt_sha256": "3189beef2bd56e33ebb79a7d49478fda2a8f95cba6a627593b061f1ca15701cb"
    },
    {
      "storm_id": "226912",
      "lat": 31.659,
      "lon": -90.21,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2712.0,
      "ebshear": 8.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3043
        },
        {
          "name": "alignment",
          "value": 1.9012
        },
        {
          "name": "tau",
          "value": 1.4912
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 1.4911725521087646,
      "coherence_diagnostics": {
        "tau": 1.4911725521087646,
        "grad_tau": 0.4235568344593048,
        "torsion": 0.0,
        "alignment": 1.9012473821640015,
        "S_field": 0.33489203453063965,
        "Gamma_field": 0.343889981508255,
        "S_over_Gamma": 0.9738348126411438,
        "Da": 22.54877281188965,
        "E_coh": 0.9895703196525574,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.23,
              31.7
            ],
            [
              -90.2,
              31.7
            ],
            [
              -90.16,
              31.67
            ],
            [
              -90.15,
              31.65
            ],
            [
              -90.17,
              31.61
            ],
            [
              -90.23,
              31.62
            ],
            [
              -90.24,
              31.63
            ],
            [
              -90.24,
              31.65
            ],
            [
              -90.25,
              31.66
            ],
            [
              -90.23,
              31.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0415,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b9034b30aa9c1a55804c6c65aae3e9ca3bbf5b0c550015ecdddb8aaaadb975e",
        "signature": {
          "alg": "ed25519",
          "sig": "766d52346131d56d49df5e6ed6449c847f3dad68d249dd3ac9278ad5f41008345e47aa7402bcde72eac1894f0e7fb27b561474d8937244ef9b2a6ccc4528d000"
        }
      },
      "receipt_sha256": "8b9034b30aa9c1a55804c6c65aae3e9ca3bbf5b0c550015ecdddb8aaaadb975e"
    },
    {
      "storm_id": "226923",
      "lat": 44.9133,
      "lon": -84.4,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 321.0,
      "ebshear": 3.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8043
        },
        {
          "name": "alignment",
          "value": 0.3147
        },
        {
          "name": "tau",
          "value": 0.7792
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0413
      },
      "coherence_score": 0.779212474822998,
      "coherence_diagnostics": {
        "tau": 0.779212474822998,
        "grad_tau": 0.07282127439975739,
        "torsion": 0.0,
        "alignment": 0.31469038128852844,
        "S_field": 0.7930256724357605,
        "Gamma_field": 0.23805664479732513,
        "S_over_Gamma": 3.3312478065490723,
        "Da": 14.183606147766113,
        "E_coh": 0.9504932761192322,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.41,
              44.96
            ],
            [
              -84.37,
              44.93
            ],
            [
              -84.37,
              44.91
            ],
            [
              -84.35,
              44.89
            ],
            [
              -84.36,
              44.87
            ],
            [
              -84.43,
              44.87
            ],
            [
              -84.45,
              44.89
            ],
            [
              -84.45,
              44.94
            ],
            [
              -84.41,
              44.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0413,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0413,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aea0b010bdb9375914694a5675bb80b4fdad556ba158102e59a06626f704a0fe",
        "signature": {
          "alg": "ed25519",
          "sig": "7000cd0f8f0ec336a3004490213c436cdd5616111ec9156dbe262a392a044c23f8a0f69529828bb43733d67389873306945e550eb6be05ccc14943b97e28870e"
        }
      },
      "receipt_sha256": "aea0b010bdb9375914694a5675bb80b4fdad556ba158102e59a06626f704a0fe"
    },
    {
      "storm_id": "226981",
      "lat": 50.916,
      "lon": -78.906,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1888.0,
      "ebshear": 17.0,
      "srh01": 17.0,
      "maxllaz": 0.0,
      "mesh": 0.45,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3043
        },
        {
          "name": "alignment",
          "value": -1.0162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0413
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3248872458934784,
        "torsion": 0.0,
        "alignment": -1.0161590576171875,
        "S_field": 0.32288026809692383,
        "Gamma_field": 0.5772233009338379,
        "S_over_Gamma": 0.5593680143356323,
        "Da": 38.7567024230957,
        "E_coh": 0.7698698043823242,
        "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": [
          [
            [
              -79.03,
              50.96
            ],
            [
              -78.71,
              50.96
            ],
            [
              -78.71,
              50.91
            ],
            [
              -78.73,
              50.89
            ],
            [
              -78.9,
              50.89
            ],
            [
              -78.91,
              50.9
            ],
            [
              -79.0,
              50.89
            ],
            [
              -79.01,
              50.9
            ],
            [
              -79.03,
              50.9
            ],
            [
              -79.03,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0413,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8e12f5451fc98218ac233f0d0297aaca6ffd655ef3eb55816ffab4f8efb32e13",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0413,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aea0b010bdb9375914694a5675bb80b4fdad556ba158102e59a06626f704a0fe",
        "signature": {
          "alg": "ed25519",
          "sig": "7000cd0f8f0ec336a3004490213c436cdd5616111ec9156dbe262a392a044c23f8a0f69529828bb43733d67389873306945e550eb6be05ccc14943b97e28870e"
        }
      },
      "receipt_sha256": "aea0b010bdb9375914694a5675bb80b4fdad556ba158102e59a06626f704a0fe"
    },
    {
      "storm_id": "227044",
      "lat": 34.2989,
      "lon": -90.3044,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3533.0,
      "ebshear": 15.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.0543
        },
        {
          "name": "alignment",
          "value": 3.2431
        },
        {
          "name": "tau",
          "value": 1.7194
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0412
      },
      "coherence_score": 1.7193522453308105,
      "coherence_diagnostics": {
        "tau": 1.7193522453308105,
        "grad_tau": 0.44598299264907837,
        "torsion": 0.0,
        "alignment": 3.243124008178711,
        "S_field": 0.8512672185897827,
        "Gamma_field": 0.3130566477775574,
        "S_over_Gamma": 2.7192113399505615,
        "Da": 20.9556827545166,
        "E_coh": 0.9500966668128967,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.32,
              34.34
            ],
            [
              -90.31,
              34.33
            ],
            [
              -90.25,
              34.33
            ],
            [
              -90.25,
              34.29
            ],
            [
              -90.28,
              34.25
            ],
            [
              -90.33,
              34.25
            ],
            [
              -90.34,
              34.26
            ],
            [
              -90.34,
              34.3
            ],
            [
              -90.32,
              34.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0412,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0412,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9322095edc4d811c93c9d0bcf874e5134305f81bb0c91e72429bae844bb6440",
        "signature": {
          "alg": "ed25519",
          "sig": "877c6ac96e476e602038aedc509ad7190771385f051bd1c217580a9790780bc39e4b1208613e865466325105e07fbc6b8968ab969fdef30901d93eb6d0c21001"
        }
      },
      "receipt_sha256": "e9322095edc4d811c93c9d0bcf874e5134305f81bb0c91e72429bae844bb6440"
    },
    {
      "storm_id": "226637",
      "lat": 36.2043,
      "lon": -105.4821,
      "motion_east": 3.2,
      "motion_south": -1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 431.0,
      "ebshear": 28.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.3043
        },
        {
          "name": "alignment",
          "value": 1.5511
        },
        {
          "name": "tau",
          "value": 0.1802
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0409
      },
      "coherence_score": 0.18022337555885315,
      "coherence_diagnostics": {
        "tau": 0.18022337555885315,
        "grad_tau": 0.01966874673962593,
        "torsion": 0.0,
        "alignment": 1.5511412620544434,
        "S_field": 0.0854690670967102,
        "Gamma_field": 0.48805665969848633,
        "S_over_Gamma": 0.17512120306491852,
        "Da": 29.11791229248047,
        "E_coh": 0.39141371846199036,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.56,
              36.26
            ],
            [
              -105.48,
              36.26
            ],
            [
              -105.44,
              36.24
            ],
            [
              -105.41,
              36.21
            ],
            [
              -105.42,
              36.2
            ],
            [
              -105.42,
              36.17
            ],
            [
              -105.43,
              36.16
            ],
            [
              -105.47,
              36.16
            ],
            [
              -105.48,
              36.17
            ],
            [
              -105.5,
              36.17
            ],
            [
              -105.52,
              36.19
            ],
            [
              -105.53,
              36.19
            ],
            [
              -105.53,
              36.22
            ],
            [
              -105.56,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0409,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "aef1e00a6e7105cf1213333ab3fc2906dd03f7ea204c2e2bfcfa50d28bf23fe3",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0409,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "865c507a905534db1d1076c5e80dceb4b172febc2a36eb8744c70b8b0251488a",
        "signature": {
          "alg": "ed25519",
          "sig": "6f7376a0ed271281af68c7ffb02dd61e86bbc97966a2325ae77b545eb726950f3e3360671f635afc5fdf7db77f3ef7a221f9399bc35582a12438ef74406b6008"
        }
      },
      "receipt_sha256": "865c507a905534db1d1076c5e80dceb4b172febc2a36eb8744c70b8b0251488a"
    },
    {
      "storm_id": "226915",
      "lat": 30.6483,
      "lon": -87.6608,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4502.0,
      "ebshear": 17.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3043
        },
        {
          "name": "alignment",
          "value": 2.1721
        },
        {
          "name": "tau",
          "value": 2.758
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 2.7580220699310303,
      "coherence_diagnostics": {
        "tau": 2.7580220699310303,
        "grad_tau": 0.5031130313873291,
        "torsion": 0.0,
        "alignment": 2.1721367835998535,
        "S_field": 0.8075442910194397,
        "Gamma_field": 0.2772233188152313,
        "S_over_Gamma": 2.9129738807678223,
        "Da": 17.62898063659668,
        "E_coh": 0.977206289768219,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.64,
              30.69
            ],
            [
              -87.62,
              30.69
            ],
            [
              -87.62,
              30.62
            ],
            [
              -87.64,
              30.61
            ],
            [
              -87.67,
              30.61
            ],
            [
              -87.68,
              30.62
            ],
            [
              -87.69,
              30.61
            ],
            [
              -87.7,
              30.62
            ],
            [
              -87.7,
              30.66
            ],
            [
              -87.68,
              30.68
            ],
            [
              -87.65,
              30.68
            ],
            [
              -87.64,
              30.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0407,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76bda81650643eabedf54fe8c18855163542bb569ccdf82638cfb8f8375faa45",
        "signature": {
          "alg": "ed25519",
          "sig": "8efe8a9769f62db759319fb5513270e5c6296ff0bd4ca805e544f2ba673984b7578d514fba0be426aeba9175947fb63f33af958cfc431d86743b370bdd0ed403"
        }
      },
      "receipt_sha256": "76bda81650643eabedf54fe8c18855163542bb569ccdf82638cfb8f8375faa45"
    },
    {
      "storm_id": "226964",
      "lat": 43.0882,
      "lon": -88.2364,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 187.0,
      "ebshear": 15.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4293
        },
        {
          "name": "alignment",
          "value": 1.3767
        },
        {
          "name": "tau",
          "value": 1.0392
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 1.0392006635665894,
      "coherence_diagnostics": {
        "tau": 1.0392006635665894,
        "grad_tau": 0.2232745736837387,
        "torsion": 0.0,
        "alignment": 1.3766623735427856,
        "S_field": 0.2845705449581146,
        "Gamma_field": 0.23638997972011566,
        "S_over_Gamma": 1.2038180828094482,
        "Da": 15.365715026855469,
        "E_coh": 0.7228592038154602,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.26,
              43.15
            ],
            [
              -88.2,
              43.15
            ],
            [
              -88.17,
              43.11
            ],
            [
              -88.17,
              43.08
            ],
            [
              -88.18,
              43.06
            ],
            [
              -88.22,
              43.03
            ],
            [
              -88.26,
              43.03
            ],
            [
              -88.28,
              43.04
            ],
            [
              -88.3,
              43.07
            ],
            [
              -88.3,
              43.1
            ],
            [
              -88.26,
              43.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0403,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3d9e752690088be835daf4c887b68d942d7209bc0004c7144387b4b55ae091a",
        "signature": {
          "alg": "ed25519",
          "sig": "a4e40bbe88376d5cb2ee66deaad1cc551946dedbeb8bc43ce81600e65592d73bc8d135177161a116078fdbd3a826c6e314cee4feaeb0e046d7093b9aac42dd08"
        }
      },
      "receipt_sha256": "a3d9e752690088be835daf4c887b68d942d7209bc0004c7144387b4b55ae091a"
    },
    {
      "storm_id": "226982",
      "lat": 50.906,
      "lon": -78.332,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1758.0,
      "ebshear": 15.0,
      "srh01": 15.0,
      "maxllaz": 0.0,
      "mesh": 0.55,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3043
        },
        {
          "name": "alignment",
          "value": -1.0162
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3248872458934784,
        "torsion": 0.0,
        "alignment": -1.0161590576171875,
        "S_field": 0.32288026809692383,
        "Gamma_field": 0.5772233009338379,
        "S_over_Gamma": 0.5593680143356323,
        "Da": 38.7567024230957,
        "E_coh": 0.7698698043823242,
        "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": [
          [
            [
              -78.35,
              50.94
            ],
            [
              -78.3,
              50.94
            ],
            [
              -78.29,
              50.93
            ],
            [
              -78.3,
              50.91
            ],
            [
              -78.3,
              50.88
            ],
            [
              -78.33,
              50.86
            ],
            [
              -78.36,
              50.86
            ],
            [
              -78.37,
              50.87
            ],
            [
              -78.37,
              50.93
            ],
            [
              -78.35,
              50.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0403,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3d9e752690088be835daf4c887b68d942d7209bc0004c7144387b4b55ae091a",
        "signature": {
          "alg": "ed25519",
          "sig": "a4e40bbe88376d5cb2ee66deaad1cc551946dedbeb8bc43ce81600e65592d73bc8d135177161a116078fdbd3a826c6e314cee4feaeb0e046d7093b9aac42dd08"
        }
      },
      "receipt_sha256": "a3d9e752690088be835daf4c887b68d942d7209bc0004c7144387b4b55ae091a"
    },
    {
      "storm_id": "227048",
      "lat": 33.197,
      "lon": -108.554,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 760.0,
      "ebshear": 11.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3043
        },
        {
          "name": "alignment",
          "value": 0.6226
        },
        {
          "name": "tau",
          "value": 0.1759
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0402
      },
      "coherence_score": 0.1758859008550644,
      "coherence_diagnostics": {
        "tau": 0.1758859008550644,
        "grad_tau": 0.009494919329881668,
        "torsion": 0.0,
        "alignment": 0.6225928068161011,
        "S_field": 0.09044957906007767,
        "Gamma_field": 0.4505566358566284,
        "S_over_Gamma": 0.20075073838233948,
        "Da": 27.74224853515625,
        "E_coh": 0.6824412941932678,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.56,
              33.24
            ],
            [
              -108.5,
              33.24
            ],
            [
              -108.5,
              33.18
            ],
            [
              -108.52,
              33.16
            ],
            [
              -108.56,
              33.16
            ],
            [
              -108.58,
              33.15
            ],
            [
              -108.59,
              33.16
            ],
            [
              -108.59,
              33.21
            ],
            [
              -108.58,
              33.23
            ],
            [
              -108.56,
              33.24
            ]
          ]
        ]
      },
      "raw_probability": 0.0402,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c2fb7337a35d0d1306a2c06c1db6b046d37de2339c3b86c1a30bb5533064c26a",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0402,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2144b438f00810963ba15107eecb99268d11810bc867113dd14357485f23a8e8",
        "signature": {
          "alg": "ed25519",
          "sig": "ea745649c1041f4a472a93d0835841f50e67e64ded96733d1aade93c82702a9ffda01eb64230f5323d206041e73ba5c67bd26428e6dbe5e0a9a0783aa21ea90e"
        }
      },
      "receipt_sha256": "2144b438f00810963ba15107eecb99268d11810bc867113dd14357485f23a8e8"
    },
    {
      "storm_id": "226952",
      "lat": 31.314,
      "lon": -86.916,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3131.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.4293
        },
        {
          "name": "alignment",
          "value": 1.297
        },
        {
          "name": "tau",
          "value": 3.1613
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0401
      },
      "coherence_score": 3.161320686340332,
      "coherence_diagnostics": {
        "tau": 3.161320686340332,
        "grad_tau": 0.4439908266067505,
        "torsion": 0.0,
        "alignment": 1.2969533205032349,
        "S_field": 0.9060800075531006,
        "Gamma_field": 0.2863900065422058,
        "S_over_Gamma": 3.163797616958618,
        "Da": 18.677032470703125,
        "E_coh": 0.9957793951034546,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.94,
              31.37
            ],
            [
              -86.9,
              31.36
            ],
            [
              -86.9,
              31.34
            ],
            [
              -86.91,
              31.35
            ],
            [
              -86.92,
              31.33
            ],
            [
              -86.91,
              31.32
            ],
            [
              -86.89,
              31.32
            ],
            [
              -86.89,
              31.24
            ],
            [
              -86.91,
              31.24
            ],
            [
              -86.9,
              31.26
            ],
            [
              -86.91,
              31.27
            ],
            [
              -86.93,
              31.27
            ],
            [
              -86.94,
              31.33
            ],
            [
              -86.95,
              31.34
            ],
            [
              -86.94,
              31.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0401,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0401,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f05157a2cc2edcf1f2ebd97602abc54b1c549bd4e7f0e181b4f58043ef9f959",
        "signature": {
          "alg": "ed25519",
          "sig": "aea1b7ddd1ba9698835facb7e695460af7896b1b4f4d8750cbe45a1cc0e37881e0fbf75991d1be18a5ed3803aaa6c7a62dfd0db810a5b199e6547c52195e8c0b"
        }
      },
      "receipt_sha256": "6f05157a2cc2edcf1f2ebd97602abc54b1c549bd4e7f0e181b4f58043ef9f959"
    },
    {
      "storm_id": "227003",
      "lat": 32.99,
      "lon": -105.74,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 292.0,
      "ebshear": 14.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6793
        },
        {
          "name": "alignment",
          "value": -0.0167
        },
        {
          "name": "tau",
          "value": 0.2443
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0401
      },
      "coherence_score": 0.244333416223526,
      "coherence_diagnostics": {
        "tau": 0.244333416223526,
        "grad_tau": 0.041497714817523956,
        "torsion": 0.0,
        "alignment": -0.01672571897506714,
        "S_field": 0.20458076894283295,
        "Gamma_field": 0.6113899946212769,
        "S_over_Gamma": 0.3346158266067505,
        "Da": 37.85487747192383,
        "E_coh": 0.7791191339492798,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.78,
              33.03
            ],
            [
              -105.73,
              33.03
            ],
            [
              -105.71,
              33.02
            ],
            [
              -105.69,
              32.98
            ],
            [
              -105.69,
              32.96
            ],
            [
              -105.7,
              32.95
            ],
            [
              -105.73,
              32.95
            ],
            [
              -105.75,
              32.94
            ],
            [
              -105.79,
              32.98
            ],
            [
              -105.79,
              33.02
            ],
            [
              -105.78,
              33.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0401,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0401,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f05157a2cc2edcf1f2ebd97602abc54b1c549bd4e7f0e181b4f58043ef9f959",
        "signature": {
          "alg": "ed25519",
          "sig": "aea1b7ddd1ba9698835facb7e695460af7896b1b4f4d8750cbe45a1cc0e37881e0fbf75991d1be18a5ed3803aaa6c7a62dfd0db810a5b199e6547c52195e8c0b"
        }
      },
      "receipt_sha256": "6f05157a2cc2edcf1f2ebd97602abc54b1c549bd4e7f0e181b4f58043ef9f959"
    },
    {
      "storm_id": "226766",
      "lat": 38.0055,
      "lon": -105.5073,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 583.0,
      "ebshear": 15.0,
      "srh01": 20.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.3043
        },
        {
          "name": "alignment",
          "value": -2.2725
        },
        {
          "name": "tau",
          "value": 0.2429
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.2429160475730896,
      "coherence_diagnostics": {
        "tau": 0.2429160475730896,
        "grad_tau": 0.025467367842793465,
        "torsion": 0.0,
        "alignment": -2.2725181579589844,
        "S_field": 0.09127825498580933,
        "Gamma_field": 0.5213899612426758,
        "S_over_Gamma": 0.17506715655326843,
        "Da": 31.770551681518555,
        "E_coh": 0.4232722520828247,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.52,
              38.05
            ],
            [
              -105.48,
              38.05
            ],
            [
              -105.45,
              38.03
            ],
            [
              -105.45,
              37.97
            ],
            [
              -105.46,
              37.96
            ],
            [
              -105.53,
              37.96
            ],
            [
              -105.54,
              37.97
            ],
            [
              -105.55,
              37.99
            ],
            [
              -105.54,
              38.0
            ],
            [
              -105.54,
              38.03
            ],
            [
              -105.52,
              38.05
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.04,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b599d9cee173c270e170cb8bbff8bb18f846b8f18af863542ebbe3604116ef7",
        "signature": {
          "alg": "ed25519",
          "sig": "0c3340a21db2f9ac0c5e6f36f0de9a7fc1be45273a91559319a3900a92537f3a749e24e3f83db5acf41787b75b843a91b742adb634b6e009a8a6b84388d49d0a"
        }
      },
      "receipt_sha256": "4b599d9cee173c270e170cb8bbff8bb18f846b8f18af863542ebbe3604116ef7"
    },
    {
      "storm_id": "227020",
      "lat": 42.6557,
      "lon": -82.2414,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 546.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9293
        },
        {
          "name": "alignment",
          "value": 0.2093
        },
        {
          "name": "tau",
          "value": 0.4238
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 0.4238446354866028,
      "coherence_diagnostics": {
        "tau": 0.4238446354866028,
        "grad_tau": 0.0632341131567955,
        "torsion": 0.0,
        "alignment": 0.20925259590148926,
        "S_field": 0.02654358185827732,
        "Gamma_field": 0.3163900077342987,
        "S_over_Gamma": 0.08389513194561005,
        "Da": 20.81486701965332,
        "E_coh": 0.19894887506961823,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.23,
              42.68
            ],
            [
              -82.22,
              42.67
            ],
            [
              -82.22,
              42.61
            ],
            [
              -82.28,
              42.61
            ],
            [
              -82.27,
              42.67
            ],
            [
              -82.24,
              42.67
            ],
            [
              -82.23,
              42.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0398,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80ba9a621e33618e705f2e1b6c59328c6d112971993144626ab68d7af4f9601e",
        "signature": {
          "alg": "ed25519",
          "sig": "e6db8a5939bb6d1f1d15af54073ee6d611140e66767e170a5c6e1a5ebabe50c8e711927ce136d9897c85f7c5f4927aa1396a1b5c19d95e7412530005eba7a302"
        }
      },
      "receipt_sha256": "80ba9a621e33618e705f2e1b6c59328c6d112971993144626ab68d7af4f9601e"
    },
    {
      "storm_id": "226770",
      "lat": 31.19,
      "lon": -84.9288,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3636.0,
      "ebshear": 18.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.1793
        },
        {
          "name": "alignment",
          "value": 1.9691
        },
        {
          "name": "tau",
          "value": 3.5009
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 3.50085186958313,
      "coherence_diagnostics": {
        "tau": 3.50085186958313,
        "grad_tau": 0.13730397820472717,
        "torsion": 0.0,
        "alignment": 1.9690515995025635,
        "S_field": 0.7071886658668518,
        "Gamma_field": 0.3188900053501129,
        "S_over_Gamma": 2.2176570892333984,
        "Da": 21.044294357299805,
        "E_coh": 0.9807053804397583,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.92,
              31.23
            ],
            [
              -84.89,
              31.23
            ],
            [
              -84.9,
              31.17
            ],
            [
              -84.93,
              31.15
            ],
            [
              -84.95,
              31.15
            ],
            [
              -84.96,
              31.16
            ],
            [
              -84.96,
              31.2
            ],
            [
              -84.92,
              31.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0397,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b6fb7a14694a1d203d3e198c42f64e8a355495b521d850c232afcd463f7bdf5",
        "signature": {
          "alg": "ed25519",
          "sig": "7c6fb9913abae3848f3dbc6a874a758b8a264dbda3dc4a72aead71ea81683b312edd19d3cecb9e74cb9cbbe3b6eba6e29bb0a908888c28a640ca561711700a01"
        }
      },
      "receipt_sha256": "2b6fb7a14694a1d203d3e198c42f64e8a355495b521d850c232afcd463f7bdf5"
    },
    {
      "storm_id": "226924",
      "lat": 43.1018,
      "lon": -81.8518,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 483.0,
      "ebshear": 6.0,
      "srh01": 6.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9293
        },
        {
          "name": "alignment",
          "value": 0.0058
        },
        {
          "name": "tau",
          "value": 0.5178
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 0.5177779197692871,
      "coherence_diagnostics": {
        "tau": 0.5177779197692871,
        "grad_tau": 0.11606400460004807,
        "torsion": 0.0,
        "alignment": 0.005784839391708374,
        "S_field": 0.12183476984500885,
        "Gamma_field": 0.3155566453933716,
        "S_over_Gamma": 0.3860947787761688,
        "Da": 20.762569427490234,
        "E_coh": 0.837980329990387,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.87,
              43.14
            ],
            [
              -81.84,
              43.14
            ],
            [
              -81.83,
              43.13
            ],
            [
              -81.83,
              43.11
            ],
            [
              -81.82,
              43.1
            ],
            [
              -81.82,
              43.07
            ],
            [
              -81.83,
              43.05
            ],
            [
              -81.88,
              43.05
            ],
            [
              -81.89,
              43.06
            ],
            [
              -81.89,
              43.13
            ],
            [
              -81.87,
              43.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0397,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b6fb7a14694a1d203d3e198c42f64e8a355495b521d850c232afcd463f7bdf5",
        "signature": {
          "alg": "ed25519",
          "sig": "7c6fb9913abae3848f3dbc6a874a758b8a264dbda3dc4a72aead71ea81683b312edd19d3cecb9e74cb9cbbe3b6eba6e29bb0a908888c28a640ca561711700a01"
        }
      },
      "receipt_sha256": "2b6fb7a14694a1d203d3e198c42f64e8a355495b521d850c232afcd463f7bdf5"
    },
    {
      "storm_id": "226966",
      "lat": 41.104,
      "lon": -105.738,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 99.0,
      "ebshear": 12.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.1793
        },
        {
          "name": "alignment",
          "value": 1.613
        },
        {
          "name": "tau",
          "value": 0.2452
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.24521324038505554,
      "coherence_diagnostics": {
        "tau": 0.24521324038505554,
        "grad_tau": 0.015017152763903141,
        "torsion": 0.0,
        "alignment": 1.612992763519287,
        "S_field": 0.12126987427473068,
        "Gamma_field": 0.4205566644668579,
        "S_over_Gamma": 0.28835561871528625,
        "Da": 24.993026733398438,
        "E_coh": 0.31313657760620117,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.77,
              41.13
            ],
            [
              -105.72,
              41.13
            ],
            [
              -105.7,
              41.12
            ],
            [
              -105.7,
              41.11
            ],
            [
              -105.72,
              41.1
            ],
            [
              -105.73,
              41.06
            ],
            [
              -105.74,
              41.06
            ],
            [
              -105.74,
              41.08
            ],
            [
              -105.79,
              41.12
            ],
            [
              -105.77,
              41.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0396,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "476b7a844e85a636cc56409ae136bec5ac2118528d7cb5603f8217daa258705c",
        "signature": {
          "alg": "ed25519",
          "sig": "621502b6f4d30c97f22722daa6c0253164c8b9d198d79087fef033e675357ebbcdbb72e1cb80ab9d533df6ecec7900233520b6f0306219d130385af87d897b04"
        }
      },
      "receipt_sha256": "476b7a844e85a636cc56409ae136bec5ac2118528d7cb5603f8217daa258705c"
    },
    {
      "storm_id": "227069",
      "lat": 34.4666,
      "lon": -107.8341,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 154.0,
      "ebshear": 10.0,
      "srh01": 2.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0543
        },
        {
          "name": "alignment",
          "value": -0.1674
        },
        {
          "name": "tau",
          "value": 0.145
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.1450270712375641,
      "coherence_diagnostics": {
        "tau": 0.1450270712375641,
        "grad_tau": 0.00868922472000122,
        "torsion": 0.0,
        "alignment": -0.16736282408237457,
        "S_field": 0.0879753828048706,
        "Gamma_field": 0.8488900065422058,
        "S_over_Gamma": 0.10363578796386719,
        "Da": 51.74324035644531,
        "E_coh": 0.6350381970405579,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.86,
              34.51
            ],
            [
              -107.85,
              34.51
            ],
            [
              -107.84,
              34.5
            ],
            [
              -107.83,
              34.5
            ],
            [
              -107.82,
              34.5
            ],
            [
              -107.81,
              34.49
            ],
            [
              -107.82,
              34.48
            ],
            [
              -107.82,
              34.47
            ],
            [
              -107.81,
              34.46
            ],
            [
              -107.8,
              34.45
            ],
            [
              -107.79,
              34.44
            ],
            [
              -107.79,
              34.43
            ],
            [
              -107.8,
              34.42
            ],
            [
              -107.81,
              34.42
            ],
            [
              -107.82,
              34.43
            ],
            [
              -107.83,
              34.43
            ],
            [
              -107.84,
              34.43
            ],
            [
              -107.85,
              34.44
            ],
            [
              -107.86,
              34.44
            ],
            [
              -107.86,
              34.45
            ],
            [
              -107.86,
              34.46
            ],
            [
              -107.85,
              34.46
            ],
            [
              -107.84,
              34.46
            ],
            [
              -107.83,
              34.46
            ],
            [
              -107.82,
              34.47
            ],
            [
              -107.83,
              34.48
            ],
            [
              -107.84,
              34.48
            ],
            [
              -107.85,
              34.48
            ],
            [
              -107.86,
              34.48
            ],
            [
              -107.87,
              34.49
            ],
            [
              -107.87,
              34.5
            ],
            [
              -107.86,
              34.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0396,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "476b7a844e85a636cc56409ae136bec5ac2118528d7cb5603f8217daa258705c",
        "signature": {
          "alg": "ed25519",
          "sig": "621502b6f4d30c97f22722daa6c0253164c8b9d198d79087fef033e675357ebbcdbb72e1cb80ab9d533df6ecec7900233520b6f0306219d130385af87d897b04"
        }
      },
      "receipt_sha256": "476b7a844e85a636cc56409ae136bec5ac2118528d7cb5603f8217daa258705c"
    },
    {
      "storm_id": "226999",
      "lat": 37.5325,
      "lon": -105.3725,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 343.0,
      "ebshear": 18.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.1793
        },
        {
          "name": "alignment",
          "value": -0.5129
        },
        {
          "name": "tau",
          "value": 0.2278
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0395
      },
      "coherence_score": 0.22783279418945312,
      "coherence_diagnostics": {
        "tau": 0.22783279418945312,
        "grad_tau": 0.03165513277053833,
        "torsion": 0.0,
        "alignment": -0.5128886699676514,
        "S_field": 0.09599415957927704,
        "Gamma_field": 0.4855566620826721,
        "S_over_Gamma": 0.1976991891860962,
        "Da": 28.561784744262695,
        "E_coh": 0.7212501764297485,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.41,
              37.57
            ],
            [
              -105.35,
              37.57
            ],
            [
              -105.33,
              37.56
            ],
            [
              -105.32,
              37.54
            ],
            [
              -105.32,
              37.5
            ],
            [
              -105.35,
              37.48
            ],
            [
              -105.39,
              37.49
            ],
            [
              -105.4,
              37.5
            ],
            [
              -105.39,
              37.51
            ],
            [
              -105.39,
              37.54
            ],
            [
              -105.41,
              37.56
            ],
            [
              -105.41,
              37.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0395,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c02dd19e197e720265c145abe152a4226a1095870d8d2a9bba4f4e801b99261",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0395,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da3527ed21ee2cef6da737786dab842e4b637d7abfea02ef299faa76f939b5f2",
        "signature": {
          "alg": "ed25519",
          "sig": "b85d72a270f4d59b0503f26f6fd2b798f955805d2efcfcfa677544fd6d6c7276f2957e97f94c1f40dd49b53e5eaaa7a94c2aaae80662ead72b3c12acdd255701"
        }
      },
      "receipt_sha256": "da3527ed21ee2cef6da737786dab842e4b637d7abfea02ef299faa76f939b5f2"
    },
    {
      "storm_id": "226989",
      "lat": 46.7783,
      "lon": -81.4383,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1248.0,
      "ebshear": 7.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6793
        },
        {
          "name": "alignment",
          "value": 3.0235
        },
        {
          "name": "tau",
          "value": 0.8089
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0394
      },
      "coherence_score": 0.8089377880096436,
      "coherence_diagnostics": {
        "tau": 0.8089377880096436,
        "grad_tau": 0.12541969120502472,
        "torsion": 0.0,
        "alignment": 3.023467540740967,
        "S_field": 0.35312095284461975,
        "Gamma_field": 0.28055664896965027,
        "S_over_Gamma": 1.2586439847946167,
        "Da": 16.21356964111328,
        "E_coh": 0.950833261013031,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.47,
              46.84
            ],
            [
              -81.43,
              46.83
            ],
            [
              -81.43,
              46.82
            ],
            [
              -81.39,
              46.78
            ],
            [
              -81.39,
              46.74
            ],
            [
              -81.38,
              46.73
            ],
            [
              -81.39,
              46.71
            ],
            [
              -81.45,
              46.72
            ],
            [
              -81.48,
              46.75
            ],
            [
              -81.49,
              46.77
            ],
            [
              -81.49,
              46.81
            ],
            [
              -81.47,
              46.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0394,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0394,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "717c8d44d551ecdace1e66073f70c0446ed345c5348194a22d6c53575235fdcf",
        "signature": {
          "alg": "ed25519",
          "sig": "30446d9edb360d9d946c7d9bed315207b068138ca27814f925da5fe6790bb98c6bbacfec6f7a172033ca87fc02c5134a6a8bd078b3b32ee1624170cf1bd81306"
        }
      },
      "receipt_sha256": "717c8d44d551ecdace1e66073f70c0446ed345c5348194a22d6c53575235fdcf"
    },
    {
      "storm_id": "227041",
      "lat": 41.846,
      "lon": -73.846,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1162.0,
      "ebshear": 30.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3043
        },
        {
          "name": "alignment",
          "value": 0.3327
        },
        {
          "name": "tau",
          "value": 0.6399
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.6398618221282959,
      "coherence_diagnostics": {
        "tau": 0.6398618221282959,
        "grad_tau": 0.13895900547504425,
        "torsion": 0.0,
        "alignment": 0.3326743543148041,
        "S_field": 0.1289054900407791,
        "Gamma_field": 0.2997233271598816,
        "S_over_Gamma": 0.4300816059112549,
        "Da": 18.080116271972656,
        "E_coh": 0.33052054047584534,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.87,
              41.88
            ],
            [
              -73.83,
              41.88
            ],
            [
              -73.81,
              41.87
            ],
            [
              -73.8,
              41.81
            ],
            [
              -73.83,
              41.81
            ],
            [
              -73.85,
              41.8
            ],
            [
              -73.86,
              41.81
            ],
            [
              -73.86,
              41.85
            ],
            [
              -73.88,
              41.87
            ],
            [
              -73.87,
              41.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0393,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52c5276d32118cd1357dc6a1b0cb798411c5e797f93ef06eea669229552940bd",
        "signature": {
          "alg": "ed25519",
          "sig": "cc9b0c17d7d2951f77b6c299dd90b301171e408e6b8a40f521b32dcbeff0e35f2b528680baf177e829f51dba625753da06bd9fc3f053acd9efbc562fa1f30f03"
        }
      },
      "receipt_sha256": "52c5276d32118cd1357dc6a1b0cb798411c5e797f93ef06eea669229552940bd"
    },
    {
      "storm_id": "226667",
      "lat": 45.73,
      "lon": -74.3162,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 936.0,
      "ebshear": 30.0,
      "srh01": 23.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9293
        },
        {
          "name": "alignment",
          "value": 1.7975
        },
        {
          "name": "tau",
          "value": 0.5994
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 0.5993791818618774,
      "coherence_diagnostics": {
        "tau": 0.5993791818618774,
        "grad_tau": 0.07322037220001221,
        "torsion": 0.0,
        "alignment": 1.7975070476531982,
        "S_field": 0.35213008522987366,
        "Gamma_field": 0.24472330510616302,
        "S_over_Gamma": 1.4388906955718994,
        "Da": 15.091699600219727,
        "E_coh": 0.6600624322891235,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "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": [
          [
            [
              -74.34,
              45.76
            ],
            [
              -74.29,
              45.76
            ],
            [
              -74.28,
              45.75
            ],
            [
              -74.28,
              45.7
            ],
            [
              -74.3,
              45.68
            ],
            [
              -74.35,
              45.68
            ],
            [
              -74.35,
              45.75
            ],
            [
              -74.34,
              45.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0389,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d6018c44a927d7846c9f533d0ccb8575b452195141dfd45c7dcac956eaa0a9a",
        "signature": {
          "alg": "ed25519",
          "sig": "df510f76c216e7f33bf226a1fc973f3c8c6f2acfc7718a548efaf08a7bff7cc6ec3b29586a4fcedb3bff27450365558947ac5edf258c004c54806bd768f9d404"
        }
      },
      "receipt_sha256": "7d6018c44a927d7846c9f533d0ccb8575b452195141dfd45c7dcac956eaa0a9a"
    },
    {
      "storm_id": "226956",
      "lat": 29.5411,
      "lon": -86.19,
      "motion_east": 3.3,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3269.0,
      "ebshear": 18.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1793
        },
        {
          "name": "alignment",
          "value": -0.5
        },
        {
          "name": "tau",
          "value": 3.2301
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 3.2301111221313477,
      "coherence_diagnostics": {
        "tau": 3.2301111221313477,
        "grad_tau": 0.2675883173942566,
        "torsion": 0.0,
        "alignment": -0.49999764561653137,
        "S_field": 0.513018012046814,
        "Gamma_field": 0.22055663168430328,
        "S_over_Gamma": 2.326014995574951,
        "Da": 13.651602745056152,
        "E_coh": 0.9501118063926697,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.18,
              29.57
            ],
            [
              -86.16,
              29.55
            ],
            [
              -86.17,
              29.54
            ],
            [
              -86.17,
              29.52
            ],
            [
              -86.19,
              29.5
            ],
            [
              -86.23,
              29.5
            ],
            [
              -86.23,
              29.56
            ],
            [
              -86.2,
              29.56
            ],
            [
              -86.18,
              29.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0389,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d6018c44a927d7846c9f533d0ccb8575b452195141dfd45c7dcac956eaa0a9a",
        "signature": {
          "alg": "ed25519",
          "sig": "df510f76c216e7f33bf226a1fc973f3c8c6f2acfc7718a548efaf08a7bff7cc6ec3b29586a4fcedb3bff27450365558947ac5edf258c004c54806bd768f9d404"
        }
      },
      "receipt_sha256": "7d6018c44a927d7846c9f533d0ccb8575b452195141dfd45c7dcac956eaa0a9a"
    },
    {
      "storm_id": "227096",
      "lat": 30.8747,
      "lon": -89.76,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3042.0,
      "ebshear": 12.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5543
        },
        {
          "name": "alignment",
          "value": 0.7636
        },
        {
          "name": "tau",
          "value": 1.6038
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0387
      },
      "coherence_score": 1.603799819946289,
      "coherence_diagnostics": {
        "tau": 1.603799819946289,
        "grad_tau": 0.5164984464645386,
        "torsion": 0.0,
        "alignment": 0.7636362314224243,
        "S_field": 0.38423973321914673,
        "Gamma_field": 0.38472333550453186,
        "S_over_Gamma": 0.9987429976463318,
        "Da": 24.775440216064453,
        "E_coh": 0.9110411405563354,
        "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": [
          [
            [
              -89.74,
              30.93
            ],
            [
              -89.7,
              30.92
            ],
            [
              -89.72,
              30.89
            ],
            [
              -89.72,
              30.86
            ],
            [
              -89.71,
              30.85
            ],
            [
              -89.73,
              30.84
            ],
            [
              -89.73,
              30.81
            ],
            [
              -89.81,
              30.81
            ],
            [
              -89.82,
              30.82
            ],
            [
              -89.8,
              30.84
            ],
            [
              -89.8,
              30.86
            ],
            [
              -89.79,
              30.87
            ],
            [
              -89.8,
              30.89
            ],
            [
              -89.77,
              30.91
            ],
            [
              -89.79,
              30.92
            ],
            [
              -89.75,
              30.92
            ],
            [
              -89.74,
              30.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0387,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8f6df310c982a79aa99e75b6908001da855c490e126a6729ab0815a38f8740f3",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0387,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8fe524eb3ca3dfdc27132d451a9b90b7800158d760ee3ffb7dffaae8bfa78de1",
        "signature": {
          "alg": "ed25519",
          "sig": "6ce59b0be76ab30404ef7588ca55116f3bdead781e1290b8d16fc5a37a3cdcd97e8d7cce089e3e949e10567b20d3745e640af4ca9484135e25c49b84ca7b3103"
        }
      },
      "receipt_sha256": "8fe524eb3ca3dfdc27132d451a9b90b7800158d760ee3ffb7dffaae8bfa78de1"
    },
    {
      "storm_id": "226508",
      "lat": 48.455,
      "lon": -83.4887,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 739.0,
      "ebshear": 14.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0543
        },
        {
          "name": "alignment",
          "value": 1.6366
        },
        {
          "name": "tau",
          "value": 0.2762
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 0.2761850357055664,
      "coherence_diagnostics": {
        "tau": 0.2761850357055664,
        "grad_tau": 0.21651990711688995,
        "torsion": 0.0,
        "alignment": 1.6366456747055054,
        "S_field": 0.24698297679424286,
        "Gamma_field": 0.4038899838924408,
        "S_over_Gamma": 0.6115105152130127,
        "Da": 24.155254364013672,
        "E_coh": 0.8076609969139099,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.5,
              48.48
            ],
            [
              -83.47,
              48.48
            ],
            [
              -83.46,
              48.47
            ],
            [
              -83.46,
              48.42
            ],
            [
              -83.48,
              48.41
            ],
            [
              -83.52,
              48.43
            ],
            [
              -83.52,
              48.47
            ],
            [
              -83.5,
              48.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0383,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d625f22ba990b18c28d66371b0dc0f9448b710930eff535828c364eaaaa6a7b4",
        "signature": {
          "alg": "ed25519",
          "sig": "8c199331ed487f418a32b693fcd2da2c46a912c34483f3a67761ed564ffca058294b9c13f35d915b5f4606dafb9e4ca081c99a1fbbf4c58f2e8f444b5edf7900"
        }
      },
      "receipt_sha256": "d625f22ba990b18c28d66371b0dc0f9448b710930eff535828c364eaaaa6a7b4"
    },
    {
      "storm_id": "226961",
      "lat": 45.2682,
      "lon": -90.9159,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 374.0,
      "ebshear": 27.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8043
        },
        {
          "name": "alignment",
          "value": 2.478
        },
        {
          "name": "tau",
          "value": 0.7932
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0383
      },
      "coherence_score": 0.7931509017944336,
      "coherence_diagnostics": {
        "tau": 0.7931509017944336,
        "grad_tau": 0.13358233869075775,
        "torsion": 0.0,
        "alignment": 2.4780046939849854,
        "S_field": 0.2837483286857605,
        "Gamma_field": 0.23555664718151093,
        "S_over_Gamma": 1.204586386680603,
        "Da": 14.607738494873047,
        "E_coh": 0.6194713115692139,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.91,
              45.33
            ],
            [
              -90.91,
              45.3
            ],
            [
              -90.88,
              45.28
            ],
            [
              -90.86,
              45.28
            ],
            [
              -90.86,
              45.27
            ],
            [
              -90.9,
              45.26
            ],
            [
              -90.91,
              45.25
            ],
            [
              -90.9,
              45.24
            ],
            [
              -90.88,
              45.24
            ],
            [
              -90.88,
              45.22
            ],
            [
              -90.89,
              45.21
            ],
            [
              -90.93,
              45.24
            ],
            [
              -90.94,
              45.24
            ],
            [
              -90.92,
              45.25
            ],
            [
              -90.93,
              45.26
            ],
            [
              -90.96,
              45.26
            ],
            [
              -90.97,
              45.27
            ],
            [
              -90.97,
              45.28
            ],
            [
              -90.96,
              45.28
            ],
            [
              -90.94,
              45.3
            ],
            [
              -90.94,
              45.31
            ],
            [
              -90.91,
              45.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0383,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dbaf288f4d6e1ce68cac0111d822c814d3f1be61293f176d09a2cf6a508a9c3f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0383,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d625f22ba990b18c28d66371b0dc0f9448b710930eff535828c364eaaaa6a7b4",
        "signature": {
          "alg": "ed25519",
          "sig": "8c199331ed487f418a32b693fcd2da2c46a912c34483f3a67761ed564ffca058294b9c13f35d915b5f4606dafb9e4ca081c99a1fbbf4c58f2e8f444b5edf7900"
        }
      },
      "receipt_sha256": "d625f22ba990b18c28d66371b0dc0f9448b710930eff535828c364eaaaa6a7b4"
    },
    {
      "storm_id": "227079",
      "lat": 30.7475,
      "lon": -88.3512,
      "motion_east": 3.6,
      "motion_south": 1.7,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4132.0,
      "ebshear": 16.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.5543
        },
        {
          "name": "alignment",
          "value": 0.2193
        },
        {
          "name": "tau",
          "value": 2.2641
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 2.264111042022705,
      "coherence_diagnostics": {
        "tau": 2.264111042022705,
        "grad_tau": 0.4659755229949951,
        "torsion": 0.0,
        "alignment": 0.21930062770843506,
        "S_field": 0.3673640489578247,
        "Gamma_field": 0.30305665731430054,
        "S_over_Gamma": 1.2121959924697876,
        "Da": 19.3343505859375,
        "E_coh": 0.8835315108299255,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.39,
              30.81
            ],
            [
              -88.38,
              30.8
            ],
            [
              -88.33,
              30.8
            ],
            [
              -88.33,
              30.77
            ],
            [
              -88.32,
              30.76
            ],
            [
              -88.32,
              30.73
            ],
            [
              -88.31,
              30.72
            ],
            [
              -88.32,
              30.68
            ],
            [
              -88.33,
              30.68
            ],
            [
              -88.32,
              30.69
            ],
            [
              -88.32,
              30.71
            ],
            [
              -88.33,
              30.72
            ],
            [
              -88.39,
              30.73
            ],
            [
              -88.42,
              30.77
            ],
            [
              -88.42,
              30.78
            ],
            [
              -88.39,
              30.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0375,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c1274eb08a4fada8fd0f4e431cd57d0438088ff0713fe43621bab482fb35434",
        "signature": {
          "alg": "ed25519",
          "sig": "89d4a78cb2fd647d9508fbf2f34f596d8512e573fadd479adf1a7eb2f8b7069f9541a91520cdf5bae8a57a7b223872637960868f3372524c1b9c71bddf460904"
        }
      },
      "receipt_sha256": "2c1274eb08a4fada8fd0f4e431cd57d0438088ff0713fe43621bab482fb35434"
    },
    {
      "storm_id": "227046",
      "lat": 33.956,
      "lon": -108.305,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 296.0,
      "ebshear": 14.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0543
        },
        {
          "name": "alignment",
          "value": 1.2027
        },
        {
          "name": "tau",
          "value": 0.1572
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0373
      },
      "coherence_score": 0.1571805477142334,
      "coherence_diagnostics": {
        "tau": 0.1571805477142334,
        "grad_tau": 0.01603623293340206,
        "torsion": 0.0,
        "alignment": 1.2027223110198975,
        "S_field": 0.0706290453672409,
        "Gamma_field": 0.45555663108825684,
        "S_over_Gamma": 0.1550389975309372,
        "Da": 28.18866539001465,
        "E_coh": 0.4157887399196625,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.34,
              34.0
            ],
            [
              -108.28,
              34.0
            ],
            [
              -108.26,
              33.98
            ],
            [
              -108.25,
              33.92
            ],
            [
              -108.27,
              33.91
            ],
            [
              -108.31,
              33.91
            ],
            [
              -108.33,
              33.93
            ],
            [
              -108.33,
              33.95
            ],
            [
              -108.34,
              33.96
            ],
            [
              -108.34,
              34.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0373,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "198ac44b13714d7a30f8e23cdee8ce16651a9f1daadf5102d3fd00b4aac4dd4f",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0373,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "72809054b906371ada55040d5befc7ec8d9083f9cf950432face77027d994f0d",
        "signature": {
          "alg": "ed25519",
          "sig": "af2c2db7ff98f0073a9b2c121e4424341af9bc19577f1313e8e863031b69e1d79fd5946a57eb5fd1e766909391b3dcdeca2be0165e13c4709270c1dbe0e37105"
        }
      },
      "receipt_sha256": "72809054b906371ada55040d5befc7ec8d9083f9cf950432face77027d994f0d"
    },
    {
      "storm_id": "226565",
      "lat": 45.145,
      "lon": -83.573,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 845.0,
      "ebshear": 8.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.5543
        },
        {
          "name": "alignment",
          "value": 0.2917
        },
        {
          "name": "tau",
          "value": 0.79
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.7899578809738159,
      "coherence_diagnostics": {
        "tau": 0.7899578809738159,
        "grad_tau": 0.0616266205906868,
        "torsion": 0.0,
        "alignment": 0.29166150093078613,
        "S_field": 0.4127180278301239,
        "Gamma_field": 0.3022233247756958,
        "S_over_Gamma": 1.3656061887741089,
        "Da": 19.211164474487305,
        "E_coh": 0.9345599412918091,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.6,
              45.18
            ],
            [
              -83.55,
              45.18
            ],
            [
              -83.54,
              45.17
            ],
            [
              -83.54,
              45.14
            ],
            [
              -83.53,
              45.12
            ],
            [
              -83.55,
              45.1
            ],
            [
              -83.59,
              45.1
            ],
            [
              -83.61,
              45.12
            ],
            [
              -83.62,
              45.16
            ],
            [
              -83.6,
              45.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0371,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3157b46fa204e82913bed2262ef7ddd9aa100f6d1549d143f4114fc9908170e3",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c12b8fe1511d421e65014828568c5caf60795f84b072af70293172b6953297d403c61bfcaf27740924038df1c0b4cdf2b13fc21d408dbb1c07e4a3489c0b0f"
        }
      },
      "receipt_sha256": "3157b46fa204e82913bed2262ef7ddd9aa100f6d1549d143f4114fc9908170e3"
    },
    {
      "storm_id": "226744",
      "lat": 46.8124,
      "lon": -81.1312,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1265.0,
      "ebshear": 8.0,
      "srh01": 4.0,
      "maxllaz": 0.004,
      "mesh": 0.34,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6793
        },
        {
          "name": "alignment",
          "value": 3.0235
        },
        {
          "name": "tau",
          "value": 0.8089
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0368
      },
      "coherence_score": 0.8089377880096436,
      "coherence_diagnostics": {
        "tau": 0.8089377880096436,
        "grad_tau": 0.12541969120502472,
        "torsion": 0.0,
        "alignment": 3.023467540740967,
        "S_field": 0.35312095284461975,
        "Gamma_field": 0.28055664896965027,
        "S_over_Gamma": 1.2586439847946167,
        "Da": 16.21356964111328,
        "E_coh": 0.950833261013031,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.13,
              46.89
            ],
            [
              -81.09,
              46.84
            ],
            [
              -81.04,
              46.84
            ],
            [
              -81.03,
              46.85
            ],
            [
              -81.01,
              46.85
            ],
            [
              -80.99,
              46.83
            ],
            [
              -80.99,
              46.8
            ],
            [
              -81.04,
              46.76
            ],
            [
              -81.16,
              46.77
            ],
            [
              -81.23,
              46.73
            ],
            [
              -81.25,
              46.73
            ],
            [
              -81.26,
              46.74
            ],
            [
              -81.26,
              46.78
            ],
            [
              -81.22,
              46.81
            ],
            [
              -81.21,
              46.84
            ],
            [
              -81.19,
              46.86
            ],
            [
              -81.13,
              46.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0368,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c34b2c8c189d059545daa4526820fc2327c27e3ed237d99b1b4a6d68f6660609",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0368,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0891e72e71ad8d9d717bbb891c5d4d681b3b4e2e9b0a46ef84118bda9588aa08",
        "signature": {
          "alg": "ed25519",
          "sig": "7d9ea025088faf6d2a3e4499e71ba1c2b4ee24fd4ab8437d74ea30fb4c3c94e099162cd2e9792172c080632043a9f53500b2a1e3410fc8872a6febdfb403cb0b"
        }
      },
      "receipt_sha256": "0891e72e71ad8d9d717bbb891c5d4d681b3b4e2e9b0a46ef84118bda9588aa08"
    },
    {
      "storm_id": "226509",
      "lat": 47.776,
      "lon": -83.663,
      "motion_east": 3.6,
      "motion_south": 4.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1102.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0543
        },
        {
          "name": "alignment",
          "value": -0.7144
        },
        {
          "name": "tau",
          "value": 0.3222
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0359
      },
      "coherence_score": 0.32216086983680725,
      "coherence_diagnostics": {
        "tau": 0.32216086983680725,
        "grad_tau": 0.13095833361148834,
        "torsion": 0.0,
        "alignment": -0.7143782377243042,
        "S_field": 0.13666747510433197,
        "Gamma_field": 0.6755566596984863,
        "S_over_Gamma": 0.20230349898338318,
        "Da": 41.06578063964844,
        "E_coh": 0.3506626784801483,
        "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": [
          [
            [
              -83.67,
              47.81
            ],
            [
              -83.64,
              47.81
            ],
            [
              -83.62,
              47.79
            ],
            [
              -83.62,
              47.76
            ],
            [
              -83.64,
              47.73
            ],
            [
              -83.68,
              47.73
            ],
            [
              -83.7,
              47.74
            ],
            [
              -83.7,
              47.78
            ],
            [
              -83.69,
              47.8
            ],
            [
              -83.67,
              47.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0359,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a88b2603d42aa4468dc068d020c829556c95fd29d07ce26af1b238db119bafda",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0359,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b66b6cb1936906c0204650d62b35edd552e6d41b02fb5e47574980c8c86c077b",
        "signature": {
          "alg": "ed25519",
          "sig": "c8688974a596f02378fa98e97353a6275011a9a23a59735f51185319f541a4120be7fcc216f71838a00d5ef144fa81b6adbc8c828dc3c036f9a6dad510e5fc05"
        }
      },
      "receipt_sha256": "b66b6cb1936906c0204650d62b35edd552e6d41b02fb5e47574980c8c86c077b"
    },
    {
      "storm_id": "227031",
      "lat": 31.95,
      "lon": -85.9834,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2344.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.4293
        },
        {
          "name": "alignment",
          "value": 2.0889
        },
        {
          "name": "tau",
          "value": 3.4006
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0353
      },
      "coherence_score": 3.400613307952881,
      "coherence_diagnostics": {
        "tau": 3.400613307952881,
        "grad_tau": 0.12894628942012787,
        "torsion": 0.0,
        "alignment": 2.088898181915283,
        "S_field": 0.8181083798408508,
        "Gamma_field": 0.28472331166267395,
        "S_over_Gamma": 2.873345375061035,
        "Da": 18.845592498779297,
        "E_coh": 0.9860120415687561,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.0,
              32.02
            ],
            [
              -85.99,
              32.02
            ],
            [
              -85.99,
              32.01
            ],
            [
              -85.98,
              32.0
            ],
            [
              -85.97,
              32.0
            ],
            [
              -85.96,
              32.0
            ],
            [
              -85.95,
              32.0
            ],
            [
              -85.94,
              32.0
            ],
            [
              -85.93,
              32.0
            ],
            [
              -85.92,
              32.01
            ],
            [
              -85.91,
              32.01
            ],
            [
              -85.9,
              32.01
            ],
            [
              -85.9,
              32.0
            ],
            [
              -85.91,
              31.99
            ],
            [
              -85.92,
              31.99
            ],
            [
              -85.93,
              31.99
            ],
            [
              -85.94,
              31.98
            ],
            [
              -85.95,
              31.99
            ],
            [
              -85.96,
              32.0
            ],
            [
              -85.97,
              31.99
            ],
            [
              -85.98,
              31.99
            ],
            [
              -85.99,
              31.98
            ],
            [
              -85.99,
              31.97
            ],
            [
              -85.98,
              31.96
            ],
            [
              -85.97,
              31.96
            ],
            [
              -85.96,
              31.96
            ],
            [
              -85.95,
              31.96
            ],
            [
              -85.94,
              31.96
            ],
            [
              -85.93,
              31.96
            ],
            [
              -85.93,
              31.95
            ],
            [
              -85.93,
              31.94
            ],
            [
              -85.93,
              31.93
            ],
            [
              -85.93,
              31.92
            ],
            [
              -85.94,
              31.91
            ],
            [
              -85.94,
              31.9
            ],
            [
              -85.93,
              31.89
            ],
            [
              -85.93,
              31.88
            ],
            [
              -85.94,
              31.87
            ],
            [
              -85.95,
              31.86
            ],
            [
              -85.95,
              31.85
            ],
            [
              -85.96,
              31.85
            ],
            [
              -85.97,
              31.85
            ],
            [
              -85.98,
              31.85
            ],
            [
              -85.99,
              31.85
            ],
            [
              -86.0,
              31.85
            ],
            [
              -86.01,
              31.85
            ],
            [
              -86.02,
              31.86
            ],
            [
              -86.03,
              31.86
            ],
            [
              -86.03,
              31.87
            ],
            [
              -86.03,
              31.88
            ],
            [
              -86.02,
              31.89
            ],
            [
              -86.02,
              31.9
            ],
            [
              -86.02,
              31.91
            ],
            [
              -86.02,
              31.92
            ],
            [
              -86.03,
              31.93
            ],
            [
              -86.04,
              31.94
            ],
            [
              -86.05,
              31.94
            ],
            [
              -86.06,
              31.94
            ],
            [
              -86.07,
              31.94
            ],
            [
              -86.06,
              31.94
            ],
            [
              -86.05,
              31.94
            ],
            [
              -86.04,
              31.94
            ],
            [
              -86.03,
              31.95
            ],
            [
              -86.02,
              31.95
            ],
            [
              -86.01,
              31.96
            ],
            [
              -86.0,
              31.97
            ],
            [
              -86.0,
              31.98
            ],
            [
              -86.01,
              31.99
            ],
            [
              -86.02,
              32.0
            ],
            [
              -86.03,
              32.0
            ],
            [
              -86.04,
              32.0
            ],
            [
              -86.05,
              32.0
            ],
            [
              -86.04,
              32.0
            ],
            [
              -86.03,
              32.01
            ],
            [
              -86.02,
              32.0
            ],
            [
              -86.01,
              32.01
            ],
            [
              -86.0,
              32.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0353,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ecca2d466da2fe425053378657cb8bc8d165570cc47e065594dd2bff12b3640b",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0353,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68406ea3482315730e53787981b00778428848e743a1737b970bec2f28b37353",
        "signature": {
          "alg": "ed25519",
          "sig": "2819b904baf42ae4119da501c4321bc5f365a47777cd3dcad01a10c94fd562631779e46ec02c98a6c49b25296600d008a2fddbd7784b63b26031585031ae860f"
        }
      },
      "receipt_sha256": "68406ea3482315730e53787981b00778428848e743a1737b970bec2f28b37353"
    },
    {
      "storm_id": "227057",
      "lat": 48.6676,
      "lon": -89.3693,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 780.0,
      "ebshear": 11.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1793
        },
        {
          "name": "alignment",
          "value": 1.2727
        },
        {
          "name": "tau",
          "value": 0.1886
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.1886337697505951,
      "coherence_diagnostics": {
        "tau": 0.1886337697505951,
        "grad_tau": 0.1624373197555542,
        "torsion": 0.0,
        "alignment": 1.2726730108261108,
        "S_field": 0.1157071590423584,
        "Gamma_field": 0.2997233271598816,
        "S_over_Gamma": 0.38604655861854553,
        "Da": 17.220260620117188,
        "E_coh": 0.24397186934947968,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.39,
              48.71
            ],
            [
              -89.38,
              48.7
            ],
            [
              -89.37,
              48.7
            ],
            [
              -89.36,
              48.7
            ],
            [
              -89.35,
              48.7
            ],
            [
              -89.34,
              48.7
            ],
            [
              -89.33,
              48.69
            ],
            [
              -89.33,
              48.68
            ],
            [
              -89.33,
              48.67
            ],
            [
              -89.34,
              48.66
            ],
            [
              -89.35,
              48.66
            ],
            [
              -89.36,
              48.66
            ],
            [
              -89.37,
              48.65
            ],
            [
              -89.37,
              48.64
            ],
            [
              -89.36,
              48.63
            ],
            [
              -89.35,
              48.62
            ],
            [
              -89.36,
              48.62
            ],
            [
              -89.37,
              48.62
            ],
            [
              -89.38,
              48.62
            ],
            [
              -89.39,
              48.63
            ],
            [
              -89.38,
              48.64
            ],
            [
              -89.37,
              48.65
            ],
            [
              -89.38,
              48.66
            ],
            [
              -89.39,
              48.67
            ],
            [
              -89.4,
              48.68
            ],
            [
              -89.41,
              48.69
            ],
            [
              -89.41,
              48.7
            ],
            [
              -89.4,
              48.7
            ],
            [
              -89.39,
              48.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0352,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "263e5ac1d93aaa13545a906db1a2608bdad634012c081c2dbe8ed105e07e0afc",
        "signature": {
          "alg": "ed25519",
          "sig": "5d092271dba7eeca69d64e78d57fa76a7f83aa0728a3e86bb30348dff705d01212ca6ee36c18fc97e255dd58755db3f38129decf5bf49a37357a2f7ef6026d0d"
        }
      },
      "receipt_sha256": "263e5ac1d93aaa13545a906db1a2608bdad634012c081c2dbe8ed105e07e0afc"
    },
    {
      "storm_id": "226998",
      "lat": 39.2789,
      "lon": -105.1978,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 866.0,
      "ebshear": 21.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.0543
        },
        {
          "name": "alignment",
          "value": 1.3868
        },
        {
          "name": "tau",
          "value": 0.2853
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0351
      },
      "coherence_score": 0.2853427827358246,
      "coherence_diagnostics": {
        "tau": 0.2853427827358246,
        "grad_tau": 0.021971477195620537,
        "torsion": 0.0,
        "alignment": 1.386773943901062,
        "S_field": 0.13971227407455444,
        "Gamma_field": 0.4572232961654663,
        "S_over_Gamma": 0.30556681752204895,
        "Da": 27.515037536621094,
        "E_coh": 0.33643585443496704,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.23,
              39.31
            ],
            [
              -105.19,
              39.31
            ],
            [
              -105.17,
              39.3
            ],
            [
              -105.16,
              39.29
            ],
            [
              -105.16,
              39.24
            ],
            [
              -105.18,
              39.23
            ],
            [
              -105.22,
              39.24
            ],
            [
              -105.24,
              39.28
            ],
            [
              -105.23,
              39.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0351,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ec2ec17e59dfcf4fe18c7516b6b1b1619d5019fa9bf3d62d20d1dd63f2bab704",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0351,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "569a834be1f889ae8f8eac7a00452094f535895aa6efc47ef438b828e5bfb153",
        "signature": {
          "alg": "ed25519",
          "sig": "54b088fccbee36572a38dd07d4a1435367da920c625ae00328767ae8642e4ee04904b82c6516ccabfb373458efe5daa0df1f0e658c55c65d23abbd9ab3d1020b"
        }
      },
      "receipt_sha256": "569a834be1f889ae8f8eac7a00452094f535895aa6efc47ef438b828e5bfb153"
    },
    {
      "storm_id": "226742",
      "lat": 47.442,
      "lon": -83.7087,
      "motion_east": 3.5,
      "motion_south": 4.2,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1086.0,
      "ebshear": 14.0,
      "srh01": 15.0,
      "maxllaz": 0.005,
      "mesh": 0.22,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0543
        },
        {
          "name": "alignment",
          "value": -0.7144
        },
        {
          "name": "tau",
          "value": 0.3222
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0348
      },
      "coherence_score": 0.32216086983680725,
      "coherence_diagnostics": {
        "tau": 0.32216086983680725,
        "grad_tau": 0.13095833361148834,
        "torsion": 0.0,
        "alignment": -0.7143782377243042,
        "S_field": 0.13666747510433197,
        "Gamma_field": 0.6755566596984863,
        "S_over_Gamma": 0.20230349898338318,
        "Da": 41.06578063964844,
        "E_coh": 0.3506626784801483,
        "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": [
          [
            [
              -83.78,
              47.49
            ],
            [
              -83.72,
              47.49
            ],
            [
              -83.71,
              47.48
            ],
            [
              -83.69,
              47.48
            ],
            [
              -83.68,
              47.49
            ],
            [
              -83.62,
              47.49
            ],
            [
              -83.61,
              47.44
            ],
            [
              -83.62,
              47.42
            ],
            [
              -83.67,
              47.37
            ],
            [
              -83.69,
              47.36
            ],
            [
              -83.72,
              47.36
            ],
            [
              -83.74,
              47.37
            ],
            [
              -83.8,
              47.43
            ],
            [
              -83.8,
              47.47
            ],
            [
              -83.78,
              47.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0348,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1299265535bce7a352bbbc5eabcdf8a5c934edded8bb7d58f116fe2406419f46",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0348,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d805a7a1c7af9be08d4363968594bda5cad7f7494418bc17683a58475a0fc36",
        "signature": {
          "alg": "ed25519",
          "sig": "b1d18930d99dc11a2f99da6bb41dc6f30f79c8943b7b47074b3cf30f0f8293d778c21821c6f0f8a66173d8169a05d5808b3667d9082211c477bfe10fd27a330c"
        }
      },
      "receipt_sha256": "9d805a7a1c7af9be08d4363968594bda5cad7f7494418bc17683a58475a0fc36"
    },
    {
      "storm_id": "226968",
      "lat": 38.9909,
      "lon": -105.0982,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 626.0,
      "ebshear": 18.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.0543
        },
        {
          "name": "alignment",
          "value": 1.3868
        },
        {
          "name": "tau",
          "value": 0.2853
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0346
      },
      "coherence_score": 0.2853427827358246,
      "coherence_diagnostics": {
        "tau": 0.2853427827358246,
        "grad_tau": 0.021971477195620537,
        "torsion": 0.0,
        "alignment": 1.386773943901062,
        "S_field": 0.13971227407455444,
        "Gamma_field": 0.4572232961654663,
        "S_over_Gamma": 0.30556681752204895,
        "Da": 27.515037536621094,
        "E_coh": 0.33643585443496704,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.1,
              39.03
            ],
            [
              -105.08,
              39.03
            ],
            [
              -105.04,
              39.0
            ],
            [
              -105.04,
              38.95
            ],
            [
              -105.08,
              38.94
            ],
            [
              -105.09,
              38.93
            ],
            [
              -105.15,
              38.94
            ],
            [
              -105.15,
              39.01
            ],
            [
              -105.14,
              39.02
            ],
            [
              -105.11,
              39.02
            ],
            [
              -105.1,
              39.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0346,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7f4a28511ac16a771d6bbf8f5d92eda1fb64921d437d63bb5a2366df933f60ab",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0346,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "acf620e3591652b3a3ba772f7a38900de59a22bc390ded3d4f2c34095377c0a1",
        "signature": {
          "alg": "ed25519",
          "sig": "0870fce92cac74341ca2a4f754c9e1b4efd3d5bcfb2eb31889d3f67a919ebc268099ecbff6e9b29cf1c9548af27536f7337cbad19f61e193abed8aba6aece30d"
        }
      },
      "receipt_sha256": "acf620e3591652b3a3ba772f7a38900de59a22bc390ded3d4f2c34095377c0a1"
    },
    {
      "storm_id": "227086",
      "lat": 42.4075,
      "lon": -71.3808,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 697.0,
      "ebshear": 15.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1793
        },
        {
          "name": "alignment",
          "value": -0.1563
        },
        {
          "name": "tau",
          "value": 0.7221
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0342
      },
      "coherence_score": 0.7221404314041138,
      "coherence_diagnostics": {
        "tau": 0.7221404314041138,
        "grad_tau": 0.11552537232637405,
        "torsion": 0.0,
        "alignment": -0.15627342462539673,
        "S_field": 0.28959211707115173,
        "Gamma_field": 0.2863899767398834,
        "S_over_Gamma": 1.0111809968948364,
        "Da": 17.532814025878906,
        "E_coh": 0.7431677579879761,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.38,
              42.45
            ],
            [
              -71.32,
              42.44
            ],
            [
              -71.34,
              42.44
            ],
            [
              -71.37,
              42.41
            ],
            [
              -71.37,
              42.4
            ],
            [
              -71.34,
              42.37
            ],
            [
              -71.36,
              42.36
            ],
            [
              -71.43,
              42.36
            ],
            [
              -71.44,
              42.38
            ],
            [
              -71.42,
              42.4
            ],
            [
              -71.42,
              42.43
            ],
            [
              -71.38,
              42.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0342,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1d792cf0a701e492ade4290ae178763c078a530730d7d63f4c80c03a44e0b167",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0342,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c09e46e8acf1ca925bfbadaa3321c769022073097e3419c4c6c31e372545f6a",
        "signature": {
          "alg": "ed25519",
          "sig": "c5da776b511be0e801ce6ba7f3d657026fff34fdf04435ab258cdb262765255b57362362ace4d71a4459190d77549507b9bb14bb9d7656e45c66baa6195c890f"
        }
      },
      "receipt_sha256": "3c09e46e8acf1ca925bfbadaa3321c769022073097e3419c4c6c31e372545f6a"
    },
    {
      "storm_id": "227022",
      "lat": 38.9818,
      "lon": -105.2282,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 448.0,
      "ebshear": 16.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.0543
        },
        {
          "name": "alignment",
          "value": 1.3868
        },
        {
          "name": "tau",
          "value": 0.2853
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0333
      },
      "coherence_score": 0.2853427827358246,
      "coherence_diagnostics": {
        "tau": 0.2853427827358246,
        "grad_tau": 0.021971477195620537,
        "torsion": 0.0,
        "alignment": 1.386773943901062,
        "S_field": 0.13971227407455444,
        "Gamma_field": 0.4572232961654663,
        "S_over_Gamma": 0.30556681752204895,
        "Da": 27.515037536621094,
        "E_coh": 0.33643585443496704,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.28,
              39.04
            ],
            [
              -105.23,
              39.04
            ],
            [
              -105.19,
              39.0
            ],
            [
              -105.19,
              38.96
            ],
            [
              -105.18,
              38.95
            ],
            [
              -105.2,
              38.95
            ],
            [
              -105.21,
              38.94
            ],
            [
              -105.22,
              38.95
            ],
            [
              -105.25,
              38.95
            ],
            [
              -105.28,
              38.98
            ],
            [
              -105.28,
              39.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0333,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "eaf4cb832d025b2c7e2efb8e90612ce18caf89d7edb7388eb4d912270eeaca1c",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.0333,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44cf3e43abcb9f1bab9a4aeeb9dbec2f01e7bec2605b0f1b4c3bd1ff010f7e12",
        "signature": {
          "alg": "ed25519",
          "sig": "86c390b841c9cb857f74d87d95d02ab987e8cac51e10ba7a4a7c65bb89378be3018d647efca16eb01b26408bec37f68fc442097a4e2720833c8595c457aedf03"
        }
      },
      "receipt_sha256": "44cf3e43abcb9f1bab9a4aeeb9dbec2f01e7bec2605b0f1b4c3bd1ff010f7e12"
    },
    {
      "storm_id": "226811",
      "lat": 48.7467,
      "lon": -88.6944,
      "motion_east": 3.4,
      "motion_south": 0.3,
      "valid_time": "20260731_190040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 940.0,
      "ebshear": 16.0,
      "srh01": 14.0,
      "maxllaz": 0.005,
      "mesh": 0.91,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.0543
        },
        {
          "name": "alignment",
          "value": 2.2427
        },
        {
          "name": "tau",
          "value": 0.1833
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.032
      },
      "coherence_score": 0.18329045176506042,
      "coherence_diagnostics": {
        "tau": 0.18329045176506042,
        "grad_tau": 0.15890558063983917,
        "torsion": 0.0,
        "alignment": 2.2427046298980713,
        "S_field": 0.1035611629486084,
        "Gamma_field": 0.29638999700546265,
        "S_over_Gamma": 0.34940841794013977,
        "Da": 16.98746109008789,
        "E_coh": 0.08811509609222412,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.72,
              48.78
            ],
            [
              -88.66,
              48.78
            ],
            [
              -88.65,
              48.77
            ],
            [
              -88.65,
              48.72
            ],
            [
              -88.68,
              48.7
            ],
            [
              -88.71,
              48.7
            ],
            [
              -88.73,
              48.72
            ],
            [
              -88.73,
              48.77
            ],
            [
              -88.72,
              48.78
            ]
          ]
        ]
      },
      "raw_probability": 0.032,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6d32cf4bda9f98e90e550feb7261c172fc419e30ab3e675baf632e12932506a2",
        "issued_at": "2026-07-31T19:18:29Z",
        "raw_probability": 0.032,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eaa572d3d34ca6de61f81e71797e311c67cf74623a82c9d54a3b0f9eed76d56c",
        "signature": {
          "alg": "ed25519",
          "sig": "689c60ca33a3d16052311df404188a560e74d0ffbfd0988875d91b79edc6b0e355ca86c4081c2605c5a47cbf3f720757a843f527fdcb6dccd4d780258d542e01"
        }
      },
      "receipt_sha256": "eaa572d3d34ca6de61f81e71797e311c67cf74623a82c9d54a3b0f9eed76d56c"
    }
  ]
}
